Gemini 4 Argon (deepmind.google)

846 pointsby 737max6 hours ago669 comments
See also: Gemini 4 Argon for Robotics - https://news.ycombinator.com/item?id=50074869

svara 3 hours ago

I haven't tried it for coding yet, but I ran a couple of my recent curiosity driven queries from Claude (mostly used Fable and Opus 5.5) through it.

This is a clear step change, I'm genuinely amazed.

Its answers are to-the-point, logically structured, clearly written. Like a really well made mini essay on your question.

It also really likes to build little simulations / models that you can tweak the parameters on. Amazing to explore how different assumptions affect economic scenarios, for example.

It's also great at picking (sourced) illustrations.

I'll be using this for everything that isn't coding from now on.

A_D_E_P_T 2 hours ago

Totally agree. This is my new favorite general-purpose/non-coding model. It's surprising how good this thing is... And fast, too.

halJordan 2 hours ago

Coding? This is Hacker News. We're supposed to be bashing how shit it is at creating svg's

holaysuns 2 hours ago

Google's models have usually been pretty good at general query stuff, they fall flat when doing harder tasks.

glouwbug an hour ago

We have this same point made every release. I wonder if models actually are getting better or if these companies are just secretly hamstringing the previous models before releasing a similarly performing model

WillPostForFood an hour ago

Models are actually getting better.

taneq 42 minutes ago

I think it takes a while to start finding the weak points in a model. It seems fantastic until you use it enough to find out that it hallucinates APIs, or can’t count letters, or uses too many em-dashes, etc. you don’t really know someone (or something) until you’ve lived with them (or it).

becquerel 20 minutes ago

Try using a model from a year ago.

HSO an hour ago

> I'll be using this for everything that isn't coding from now on.

why? is it not so good on that? or is there something better performance, or better price for same performance?

A_D_E_P_T an hour ago

I'm not the poster you responded to, but I can tell you that historically the Gemini models have lagged behind Anthropic (the clear leader) and OpenAI's best models where coding in particular is concerned. Opus 5.5 is, right now, the consensus best coding model.

That said, I'm extremely impressed with Argon thus far. I take back everything bad I've ever said about their AI strategy. Argon is very good and very fast. It might be competitive at coding, but it's too early to say.

fonrex 22 minutes ago

I completely agree; I was really surprised to find that Claude Code Opus 5.5 is significantly better. I had spent quite a bit of time using Gemini Pro for coding tasks, but when I revisited the code analysis using Opus 5.5, it revealed quite a few shortcomings in Gemini's understanding... I code using Python, which is considered the best language for writing code via LLMs (I am referring to linguistic entropy).

VirusNewbie an hour ago

I've found it on par with Opus 5.5, what don't you like about it for coding?

jwpapi 30 minutes ago

I’m curious about your curiosity driven queries. Mind to share?

drob518 15 minutes ago

My first reaction after reading the announcement post is that the coding scores look like a weak point.

da_chicken 5 minutes ago

Google is clearly not targeting coding. They don't have to. They're Google.

postalcoder 6 hours ago

I'm using this model via API. I am most excited about its ability to write the english language (or any language). My least favorite trend on twitter has been people posting 2D illustrations/3D renders as a proxy for model capability. Well-written prose is far less likely to go viral but far outstrips the importance rendering a fantasy world in one shot.

I've been trying it out via the API and the model has been a delight so far. Clear in the head, not RL-fried, distinct writing style, and big model smell. That said, the em-dash is back w/ this model.

That said, I would be so frustrated with Sundar Pichai if I was on the Google team. The botched rollout of this model seems to be entirely a matter of capacity, and Pichai has been more than happy to give it to anybody but his own team.

algoth1 6 hours ago

I missed the em dash — ngl

thmorriss 3 hours ago

me too. it's like a fingerprint of ai. I think ai should be proud to be itself and be ai.

kypro 3 hours ago

Yeah, I never got the hate. If it reads well who cares if it's not something a human does much?

I think there was a lot of misplaced hate of the em-dash due to all the low-qualify AI slop people were trying to pass off as their own for a while.

algoth1 an hour ago

The worst part is that it seems they just regex it with the semicolon, making the text harder on the eyes

leoooodias 3 hours ago

As a longtime user of em dashes, I refuse to change my style because bots happen to agree with my choice of punctuation.

johnisgood 3 hours ago

Well, I have to change the way I write at times because my comment gets automatically flagged. :/ Not fun.

gfody an hour ago

this happens to me as well, meanwhile Pangram claims their false positive rate is 1 in 24000 as if that should be practically negligeable. I bet it's closer to 1 in 10 for gen-x'ers

Quarrel 2 hours ago

It cops hate because people try to pass off LLM written text as their own, then get pissed when called out on it.

If you just want good llm text, it’s great.

postexitus 6 hours ago

What was botched about it?

postalcoder 6 hours ago

Announced the model two weeks ago to a ton of hype, model was unavailable for anyone to try. On twitter, Google folks went on a great run taking shots at Muse ("Muse who?"). The hype died down bc nobody could touch the models and meta/muse came out with a similarly capable model in the meanwhile.

At the same time, OpenAI had a disastrous dev day that led a lot of users to jump ship to Claude.

Couple weeks later, Gemini-4-argon is still unavailable on anything less than the ultra tier, which means there's no natural funnel to get ppl to pay for the more expensive ultra plan other than "trust us the model is good".

If Google had argon broadly available earlier this month they would have picked up a ton of new users.

kranke155 5 hours ago

All the power users are always jumping around by now and many hold the smallest subscription with all the models or at least two.

Narrating this as if it’s the game of thrones is a fun exercise, but it’s just becoming commonplace now that models jump ahead of each other on a weekly to Monthly basis.

postalcoder 5 hours ago

You're not convincing me. The war for compute within google is well known by now. Every single product decision stems from that.

Do you really think people in google are happy about how long it took to release this model?

rebolek 3 hours ago

Why should I care?

nomel 4 hours ago

> and many hold the smallest subscription with all the models or at least two

This was part of the issue, as stated in their comment. We couldn't jump around to try it for the reason that is wasn't made available to, as you say, "all the power users".

msabalau 5 hours ago

Gemini 4 is announced be available to Pro users in the Gemini app.

I mean, I heard rumors too that it would be ultra only, but that doesn't seem to be the case, unless you are specifically talking about antigravity?

Realistically, market adoption isn't going to be the result of terminally online people (like me, I confess) following things way too closely on social.

mrybczyn 5 hours ago

am on pro. updated my apps. no g4. sadge google.

topspin 3 hours ago

On pro as well. I have "4 Argon" in my Gemini web app model dropdown.

reportingsjr 3 hours ago

I got it within the last hour, it is still rolling out.

doodlesdev 5 hours ago

There weren't "rumors" that it would be Ultra only, that's what Google has announced two weeks ago. Happy to see they've went back on that, but I haven't seen Gemini 4 on any apps till now, and I'm a Google AI Pro subscriber.

edit: just a few hours after this comment I got access to Gemini 4 on the Gemini app. Yayy! :)

Ternari 2 hours ago

They never said it would be Ultra only. They said, "starting with paid API customers and Google AI Ultra subscribers" in the initial announcement.

https://blog.google/innovation-and-ai/models-and-research/ge...

doodlesdev 16 minutes ago

That's correct, I've misquoted it. Although, if I understood correctly, it got released to all plans together today right? Or did AI Ultra subscribers have access to it since the first announcement?

asdfman123 5 hours ago

As someone internal at Google I don't understand why there's so much criticism of Google models... but right now I'm using the next model beyond Argon, and Flash 3.8. In my personal Gemini app I only have access to 3.5.

Models move so fast now and Google is very cautious about releasing them.

justinhj 4 hours ago

People have very short attention spans and cheerlead whoever is winning at any particular point in time.

varispeed 3 hours ago

Because Google models are crap. They are on par with local shit models. Last time I tried they were unable to even hold a longer conversation, because they would enter loop and reiterate last answer regardless of the prompt etc.

Then basic mistakes (inferring wrong information from the given text, hallucinations...). Gemini is okay for some absolute basics and the rest of the work goes to actual frontier models.

jimjimjim 3 hours ago

How long ago did you try it? Gemini models seem extremely capable to me. I've been using them in ag for over a year and to me the results are great. switching to opus in ag doesn't produce any better results for me

BoorishBears 3 hours ago

"I don't understand why people don't like our models but we can't get our act together on the products they use those models in"

asdfman123 2 hours ago

Uncharitably misreading things on the internet and getting upset about them is not the best hobby

user_7832 an hour ago

I agree that reply was unnecessarily rude, but... idk man. I'm a huge cheerleader for Google [1], use 3.1 Pro via AI studio, I'm on a Pro plan... and I can't access this model? Not even a "4 chats per hour" type thing?? I mean, I have video generation access for some reason (no good for me), but Google's policies are baffling to say the least.

Ofc I know this isn't your fault in person, but I really wish Google would get its shit together.

...As a long time tech enthusiast I should probably stop being so delusional. Heh (cries internally)

1: lol I know who cheers for a trillion dollar company but I'd rather not cheer for OpenAI

vardump an hour ago

Didn’t check agy or AI studio, but at least Argon is available in Gemini page/app.

asdfman123 an hour ago

Yeah, what I was trying to say is "the criticism doesn't make sense to me because I forget because I have access to the good stuff."

As a Google employee my defense is it's hard for a company this big to move fast, but I can understand how Google customers would be annoyed.

BoorishBears 13 minutes ago

There's nothing unnecessarily rude about my comment, they are literally unable to get their act together on product.

The top level comment blamed cheerleading but let's apply critical thinking for a second as product people and look at the funnel:

1. Potential users sees new release 2. Potential user takes time to install and set up Google harness (you already lost 90% of people here, the funnel better close quick!) 3. Potential user cannot use new model.

Then what? You hope they developed good will towards your model through this experience?

You stuck a two week wait in your funnel? Is that the definition of not having your act together or what?

We're on HN, how many of us have heard from Google staff this kind of stuff is a result of them growing so big that AI Cloud has to compete with Vertex Cloud, and AI cloud exists because Vertex Cloud needed 2 years to get OAI/Ant API keys working and they were losing dev mindshare in the meantime?

BoorishBears 21 minutes ago

Why are you doing that then?

vessenes 3 hours ago

My complaint, and the complaint of many is not the models - they can be good to very good depending on use case.

What sucks, hard, is googles ability to deploy direct to devs and customers at scale when the deployment is not a longstanding Google project.

Case in point: I’m an ultra subscriber and see in my app right now an ad to try Gemini 4; meanwhile the only models I have available are 3.1 pro,3.6 flash, and 3.8 thinking.

Clicking the try gemini 4 link takes me to a demo prompt that loads 3.6 flash. Srsly

I won’t even start telling you what getting api key based access together was like a year ago.

iforgotmypasswo 4 hours ago

Why did people jump to Claude? I redirected company resources to OpenAI Pro 500 accounts and away from Anthropic for most use.

We’re all running on Astra medium the whole week and loving it.

I’m curious what I missed.

alex0015 4 hours ago

I'm still a codex man myself but lots of people feel like opus 5.5 just gets it for some projects in a way that astra doesn't. Especially given the fact that astra and sol 6.1 are often at capacity late at night during US hours, when lots of people want to run longer unsupervised projects while they sleep. There's a general sense I've felt reaching some comment threads that openai failed to react with something better than opus 5.5 and are rushing to release small tweaks to make people feel like they're still getting something new.

bitexploder 3 hours ago

Sol is just hilariously slow. Even Luna is slow. It is unusable compared to Claude. I was pretty unhappy with Opus 5 and really gave OpenAI a shot for personal projects, but their quotas are just too small and their capacity issues in the last few weeks have just been untenable. No good. Opus 5.5 is just a very good model, very efficient with usage, gets things done at a reasonable speed. Sonnet 5.5 is also a very nice worker improvement. It is probably on par with Opus 4.6-4.8.

iforgotmypasswo 2 hours ago

The sense I get from your comment and the GP comment is that OpenAI’s pricing changes alienated individual users for the sake of the enterprise market. I live in the enterprise market, and was quite pleased with the changes. We don’t really use Sol 6.1, just Astra.

$500/month for 40+ hours a week of Astra usage, with ultrafast mode available when you’re near the weekly reset has made our jobs so much easier. Our product has some sciencey bits as well, ands Astra kills it as a rubber duck in this area.

As a consumer whose 20x account got downgraded, I am a bit sad. I can’t justify $500 a month on personal AI spend. As an engineering manager, I could not be happier with OpenAI’s services. Also, Codex App Server is amazing.

discreteevent an hour ago

> Also, Codex App Server is amazing.

Hey, account created 39 days ago. Did you really have to tag that on after all the other stuff? Could you make it any more obvious?

That said this thread is hilarious because it's just an open ai sales manual debating with an anthropic sales manual. It's funny, but it's not, because the truth is that you people are just shitting all over the commons. Someone needs to kick you out but that's not going to happen here.

bitexploder an hour ago

:shrug: I spend a lot of those token make local models better, resurrecting old hardware to make it more accessible and usable. Frontier models and AI is cool. This is my lived experience doing real systems engineering projects. My real sales manual is: https://stealthgoat.com/deepswe-flash-next.html local models are kind of awesome now and everyone should be using them in addition to frontier models. I will build the stuff I want which includes optimizing local inference engines until they are at my hardware ceiling. I use this capacity in my house to do reversing, security research, and internal OpenClaw type stuff I find useful.

holoduke 43 minutes ago

They are all very slow at the moment. Some tasks are taking hours to even days. These are DevOps related tasks in which I create hundreds of servers in an agentic way. It works. But it's slow. That's still annoying.

motoboi 4 hours ago

> At the same time, OpenAI had a disastrous dev day that led a lot of users to jump ship to Claude.

Can you elaborate on this?

baq 3 hours ago

Pulled astra 6.1 at the last moment (allegedly) and only released a dirty looper sol 6.1. Also released dots which are unavailable in EU. There may have been more but no one cared.

simonw 2 hours ago

There was some backlash around the pricing changes - the $200/month tier offers less usage now, at the same time as the launch of the $500/month tier.

Reddit thread with 247 comments here: https://www.reddit.com/r/codex/comments/1wtgv3z/dev_day_l/

Aside from that I'm not sure what was "disastrous" - maybe the lack of a new model release to compete with the just-released Claude Opus 5.5?

AspireOne an hour ago

"Disastrous" is obviously a loaded term, and it can be debated, but from what I collect, the reasons are

- Dots. People don't understand it. Their presentation didn't explain it properly at all. Additionally, many people thought it's stupid, and that the cutesy mascots are dystopian.

- Voice mode didn't work in their presentation. The demo failed.

- 200$ plan goes 20x -> 10x usage. 500$ plan introduced, 25x usage. The contrast is stark.

- "Ultrafast": 8x pricing on subscription plan (6x API). That's 80$ input, 400$ output, 100$ cache write. Hello?! Additionally, since it generates 8x faster, it consumes your quota 8x faster. Per wall-clock minute, it's 64x more usage spend per minute of generating. People report that on the 500$ plan, their weekly usage is gone in 40-100 minutes.

- People believe gpt-6.1-sol was planned to be released as astra-minor, but OpenAI renamed it at the last possible time, because gpt-6-sol is a disaster (this I can get behind)

topspin 3 hours ago

"model was unavailable for anyone to try"

Oh yeah. Completely forgot about that. Big headlines and big claims, but no one could actually use it and report on it.

Does seem like they don't quite grasp how the hype train operates. Or maybe they don't care as much.

Al-Khwarizmi 2 hours ago

Just for the record, I'm a Spanish user with Google AI pro (€20 per month or so) and my app has Argon now. (Yay!)

polynomial 5 hours ago

> far outstrips the importance rendering a fantasy world in one shot.

Given FelonyBench, do we also have a FantasyBench?

jstummbillig 5 hours ago

> That said, the em-dash is back w/ this model.

noooooooo

asdfman123 5 hours ago

I've been using it for a while internally at Google. I prefer Argon over Opus 5.5 because of the clear thinking and directness. It phrases things in an organized, straightforward way.

petesergeant 5 hours ago

If true, this will be a gigantic departure from any model Google have released to date. I’m hopeful but also pretty skeptical.

asdfman123 4 hours ago

I feel Argon is about as good as Opus 5.5 but I find Opus annoyingly sarcastic and incomprehensible.

I know it's a matter of personal taste but it reminds me of a grad student that tries to sound smarter than he is by being dismissive and opaque.

glhaynes 3 hours ago

Sarcastic? wdym?

mkoryak 3 hours ago

Opus has no sense oh humor at all. I wish mine was sarcastic.

rad-b 3 hours ago

Yes, exactly! Maybe not sarcastic but definitely using jargon and being opaque like we all know it, it’s just hinting. Feels like talking to someone who’s constantly trying to prove to me they are smart(er).

mattlondon 2 hours ago

Agree I do not like the way Opus 5.5 communicates with me. It feels like it is trying to act superior in a condescending way. DO NOT LIKE. I have not used Argon yet but Gemini 3.8 Flash has been a joy to use in comparison (and so fast!) as a daily driver.

IndySun an hour ago

>...trying to act superior in a condescending way...

Strange. I wonder why? Have you adjusted 'roles', added 'ask clarifying questions'? This is most peculiar.

geertj 2 hours ago

Yes! Literal copy paste from my session with Opus 5.5 this morning:

> You gave me a long answer but it didn’t answer my question: can we safely remove $X

flockonus an hour ago

Opus 5.5 has the personality of a proud righteous nerd, definitely incomprehensible at times, unless you explicitly tells it to slow it down, it crams information far too dense.

Great model to architect and resolve eng. problems in a harness loop tho. Poor handoff.

bitexploder 3 hours ago

I have used it as well. It is very dense, but it cites with evidence and has a direct and straightforward approach and manner. It doesn't really have a "tone" or mannerisms the way Opus 5 did. It follows instructions and sticks with pretty clean language by default. Argon is solid and handles long horizon well.

baq 3 hours ago

Unpopular opinion: em-dash is fine

cluckindan 3 hours ago

Em dashes are underappreciated — they are visually pleasing, not cluttery like semicolons or definitive like colons.

bitshiftfaced 3 hours ago

I have a pet theory that there's some overlap of writing patterns that A) indicate quality, clear communication and B) those that the LLMs have been converging on. As a result, we're ruining the reputation of some great writing patterns because we've associated it with AI slop.

xd1936 3 hours ago

Continue to write with em dashes. Be the change you wish to see in the world.

lackoftactics 2 hours ago

I did at the beginning, but there is only so much you can take, and no one cares if you have read books and seen it before. There were a bunch of programmers whom I thought would understand em dashes, but they did not and said no one uses such dashes only normal hyphens.

Em dashes ended up as one of the first victims of llm age

TeMPOraL an hour ago

Em dashes were already "doomed" at least half a century ago, because they didn't make it into ASCII character set - which arguably is just because they were seen as redundant on ancient typewriters; that's also why they aren't there on normal keyboards, which was a double whammy: inconvenient for programmers to support, inconvenient for users to type.

In other words, since the very start of computer era, the use of em dashes was always a signal.

TeMPOraL 2 hours ago

My pet theory is that this was happening, because labs naturally worked to source highest quality data sources they could get. Even if they initially slurped everything indiscriminately, the obvious next step is to sort them by "quality", and bias towards the high end while trimming from low end.

So obviously, government documents, top publications from liberal arts scholars and STEM > Wikipedia > Reddit (and within, r/AskHistorians > r/all, etc.). The first group is the one most likely to (over)use correct / fancy typography.

I have a related pet theory: the telltale sign of AI writing is being too good for the context it's found in, in terms of vocabulary and style as well as structure.

What is jarring about this is precisely the quality - we associate certain styles with important (or self-important) venues, so it's uncanny to suddenly see random shitposts, copywriting spam, or regular chat replies look like work of NYT bestselling authors or legal scholars - it feels wrong in places we expect basic language, grug-brain reasoning, and lots of typos.

Also, what makes the above much more noticeable, is that AI systems don't have cross-session stylistic memory. From the POV of an LLM, that perfectly fitting, masterfully crafted starter is the first and only time it used it. From the user's POV, it's the tenth time they're seeing it in the span of an hour.

astrange 2 hours ago

AI writing style comes from post-training, which is entirely under the control of the labs. It's not copying it from any public sources.

TeMPOraL an hour ago

I didn't say it's copying anything. It's learning styles - all of them - in pre-training. Post-training is just about giving it the right defaults.

Doesn't change my point anyway - even if post-training, labs naturally want the LLM to come off as smart (well, except for Grok). Post-training is where they "untrained" em-dashes and such, due to complaints of users.

epihelix 2 hours ago

They were in models in the first place because they are used ubiquitously published formal writing. As, of course, are semicolons. There is nothing wrong with using punctuation for nuance and structure.

knollimar an hour ago

I feel like the LLMs used them "wrong". They use them for hard breaks for disconnected thoughts rather than one thought that disconnects.

epihelix 35 minutes ago

I think they just used them too much. I suspect that as they naturally form a thematic break point in writing, their probability was unnaturally high at the end of phrases and this led to overuse.

I don't ever recall seeing an LLM using them incorrectly, as opposed to simply at high frequency but correctly (although I'm sure some low param or early models must have done so at some point).

dalemhurley an hour ago

Em dashes are commonly used in most countries that speak English. I get the feeling that people from the USA don’t use them often and now have tarnished the use of them.

mikestorrent an hour ago

Do you remember when the AIs were all writing with bullet points all the time? I miss that! I'd prefer that to the current more-information-density-than-any-human-would-ever-muster approach where sentences are packed so deep you can't get any meaning by skimming.

nostromo an hour ago

The three great epochs of AI:

Way too many bullets -> way too many emojis -> way too many em dashes

holoduke an hour ago

The dashes reveal AI generated text. For me a trigger to further ignore the text.

xandrius 40 minutes ago

Because you ignored them before someone told you about them.

pkulak 3 hours ago

I was kinda hoping I'd get to the end and it would say, "In fact, this entire post was drafted by Argon!"

dsco an hour ago

I added Gemini 4 Argon to our video creation benchmarks.

The results are a bit disappointing given Googles scale and training data.

The results are on par with cheaper Chinese open source models to be frank. https://cliphou.se/benchmark/

andybak 18 minutes ago

> Well-written prose is far less likely to go viral but far outstrips the importance rendering a fantasy world in one shot.

I'm not entirely sure you're correct. Your claim boils down to "Writing natural human prose" vs "Broad use of complex software and spatial awareness". My gut feeling is that there's more untapped and fruitful applications in the second group than the first - at least in the short term.

I_am_tiberius 5 hours ago

I just created a Google account, which was a hassle. I tried to find an app and found AI Studio, but I’m not sure what that is. Then I found Antigravity, which apparently is Google’s alternative to Codex, and I installed it. Then I tried to buy the small Gemini AI Ultra package, but it didn’t let me pay. It accepted neither my credit card nor my PayPal account. It’s crazy how bad the Google experience is nowadays. You don’t know what to use or where to find it, and the security measures seem totally overkill. Am I really the only one having these experiences? Is Google aware of that?

the_real_cher 4 hours ago

Using google services has always been miserable. It used to be way worse. Now you can at least get an api key from AI studio without going through 20 esoteric steps to configure everything.

Lucasoato 4 hours ago

At least now they don't play the "client side key can now access your very expensive resources" game anymore.

_s_a_m_ 4 hours ago

I hate everything with Google and consumer facing services, they dont give a shit because 99.9% are monetized through spyware or are buisness customers.

They had gemini cli, what happened to that? Was fine

InsideOutSanta 3 hours ago

It fell victim to Google's long-standing strategy of building everything twice and then killing the better option.

AspireOne 41 minutes ago

To be honest, Gemini CLI was disastrous. The Antigravity CLI is much better.

Lucasoato 4 hours ago

Same thing, I've always paid my bills, I have had some sort of google subscription for the last 10 years. Now they're requesting me to switch to pre-paid billing. They won't accept my card (that has worked every time this year so far).

Is there anybody in Google having a look at how bad and complicated their payment system is? In all the other AI providers you just sign in, pay, get a key, done. In other clouds like AWS, you add a card, pay little to verify the card the first time, monthly bill, done. In Google it looks like you have to fight them every time for the very thing they should make as easy as possible: opening your wallet.

dynm 3 hours ago

I bought a google play card (or whatever it's called) with cash due to these issues. Result: Instantly rejected + locked after entering the code, no credit, no dispute, no customer service, no refund.

CamperBob2 3 hours ago

Time for small-claims court.

rdtsc 2 hours ago

I am not touching it for that reason. One wrong step and the whole gmail account is locked without any recourse.

deno 3 hours ago

First install Antigravity and see if it works on Free with your account at all. You can buy Ultra and then find out you don't have "Antigravity eligibility" on a given account or it will ask you to send SMS to some nonexistent number.

I would also advise against buying Gemini if you have any other Google services, because you get banned across board if they don't like something. To use Google it's best to first migrate off of Google.

Otherwise great product, I really like and would recommend Gemini. The usage is also very generous, at least Flash models.

serbuvlad 3 hours ago

Side story/rant

I recently had to verify my YouTube account with a phone number recently because it requires this in order to set a thumbnail.

Questions right off the bat:

1. Why do I need to verify to post a thumbnail that will take 1MB on their servers but not to post a video that will take 100MB on their servers and be public??

2. Why do I need to verify my phone number on YouTube when it's linked to my Google account which has a verified phone number and 2FA etc.?

In any case, it takes you to a CSS-less page that asks you to choose between getting an SMS or being called to get a code. I choose SMS and it doesn't work. It shows an error message with no description just "something went wrong". I try a few times and it keeps not working.

I then switch to the call, and guess what! I have tried "too many times" and will have to try again later. Call worked the next day, but geez, what a mess.

singingtoday 3 hours ago

Same issue here, didn't accept my credit card. Didn't say why either.

algoth1 3 hours ago

Just wait until you try to use the Google Cloud Console

guybedo 3 hours ago

yeah ...

i live in French Polynesia, a French territory, i'm a Google AI subscriber and i can't use Google AI Studio or antigravity cli because i'm in a geo restricted area ...

It seems Google has no issue laying out cables across the Pacific Ocean from/to Tahiti, they don't have an issue selling their services and plans there but i can't use AI Studio or antigravity cli because of geo restrictions ...

bluerooibos 3 hours ago

Yeah being presented with these options is such poor UX:-

- Try in Gemini

- Try in Google AI Studio

- Try in Google Antigravity

Will non users of Google products even know what these three things even are?

34679 3 hours ago

Also "available today for Google AI Pro and Ultra subscribers".

I have AI Pro, but AI Studio tells me I can "unlock" Argon by upgrading to Ultra.

vessenes 2 hours ago

Don’t stress. I have ultra and the “try Gemini 4” only loads 3.6 flash.

IanCal an hour ago

Same - it doesn’t swap the model.

Classic Google.

malshe 2 hours ago

Same here. I had not opened antigravity in two months so I thought it was an update issue. But the app was updated. Argon is grayed out

irthomasthomas 2 hours ago

Same for me. Pro sub but the best I can access is Flash 3.6

ssernikk an hour ago

I have AI Ultra and agy wants me to upgrade to... AI Ultra.

DriverDaily 2 hours ago

Irrelevant. The target audience was Google VPs.

kccqzy 3 hours ago

I think it’s a typical strategy for scammers to create a new account and then immediately try to buy an optional service with a stolen credit card.

What you did isn’t wrong, but is unfortunately very similar to what real scammers do. The heuristics behind these anti-abuse efforts are always going to have false positives.

Xenoamorphous 3 hours ago

Reminds me of that email from Bill Gates about trying to install Movie Maker.

codethief an hour ago

This is the first time I'm hearing about this email (thanks!) and I'm wondering: If it was already known in 2003 how bad Windows was, how did we end up with a Windows that's so much worse? Bill said it was his job to send such emails but apparently he didn't do his job very well…

For the lazy:

https://www.osnews.com/story/19921/Full-Text-an-Epic-Bill-Ga...

throwaway919233 2 hours ago

You didn't have a google account? Impressive feat

kristofferR 2 hours ago

Yeah, a month ago I wanted to test out Gemini-3.5-Transcribe, but had to wait a completely indeterminate time, got the offensive message "Your Google Cloud billing account is being processed. Processing time varies from a few moments to a few weeks.", like I'm just worthless scum. Took over a week for no reason.

Ended up with Soniox instead, took minutes to get started.

0xbadcafebee 2 hours ago

If you're not trying to buy ads, you're not really a customer; you're a product they will sell to people trying to buy ads.

mrshadowgoose 2 hours ago

Nope. This is exactly the same way they fucked up when they had the model quality lead with Gemini 2.5 pro.

They made using it so hard/unclear that myself and every other dev I knew gave up.

It's clear that they still haven't done any organizational self-reflection.

gpugreg 2 hours ago

I'll believe in AGI when Google can figure out how to leverage their model to make their user experience not suck.

fsflover an hour ago

But will it bring more profit?

randerson an hour ago

I recently tried to create a new Gmail account for a small app I've made. I wanted a way for users to get hold of me other than my personal email address.

They now ask for your mobile number during signup. And it wouldn't let me register any more accounts with my number. So frustrating.

mfkp 35 minutes ago

I have Ultra and went to try it and...

"Unavailable · Gemini 4 Argon is currently available to Ultra plan subscribers."

talon8635 34 minutes ago

I agree 100%, it’s a mess

That said, asking Gemini.google.com to walk you through the steps seems to suffice. In fact, one of AIs big perks for me is walking my through kafkaesque systems like Google’s to cut the shit and get to the result

rumblefrog 30 minutes ago

In the same boat, I have a single seat Google workspace account, and can't figure out how to add Argon to my workspace. Asking Gemini seems to make it hallucinate pages that aren't there.

vidarh 35 minutes ago

Classic Google: Clicks the "Try in Gemini" button from the Gemini 4 page, gets a page that defaults to Gemini 3.6, with no option to try Gemini 4 without upgrading.

If they don't want to make it available even for small tests for free, that's fine, but then don't put a button suggesting I can try it without qualifying it...

EDIT: It's actually worse: The page then shows "Look what you can do with Gemini 4" and a "Let's go" button that leads to a bunch of links to examples, all with enticing pictures. Except if I click on them I get a box stat strongly suggests it'll run with Gemini 4, except the dropdown shows "Flash" and if you click on it, it shows as Gemini 3.6 again, and if you run it, the results unsurprisingly end up looking nothing like their pictures.

I don't know if that page was built by humans or AI, but clearly nobody tested it properly.

fudged71 18 minutes ago

I have $6 free credits from Google. The hoops you have to jump through are insane. $200 free credits from Anthropic are stupid simple to use. I know which one I’m using…

damsta 6 hours ago

> The model launches today at an introductory price of $2 per million input tokens and $10 per million output tokens (with cached input tokens at 95% off).

Couldn't you just say what the price will be after the introductory period and when it'll take effect? Do they have some SKILL.md for these blog posts that requires the most important information to always be buried ten levels deep and hidden behind a login page?

nananana9 6 hours ago

It's irrelevant information, they know the reader switches models every week.

dyauspitr 6 hours ago

They don’t really. Most normies which are the vast majority of people just use ChatGPT. All tech folk just use Claude.

staticman2 5 hours ago

Sometimes it seems like ChatGPT and Claude are releasing models every week.

dyauspitr 5 hours ago

Yeah, then I guess the GP was technically right it’s just people aren’t jumping providers constantly is what I was trying to get across.

brainwad 5 hours ago

Normies aren't the target market for Argon anyway. The Gemini app is still serving 3.6 Flash and 3.1 Pro.

stymaar 4 hours ago

> They don’t really. Most normies which are the vast majority of people just use ChatGPT. All tech folk just use Claude.

It was the case a year ago, but it's less clear cut nowadays, I've seen non-tech people using claude on their phone in the train, and many tech people seem to have switched from Claude Code + Opus to Codex + Sol over the past few month.

vikramkr 3 hours ago

Normies are not the target for a frontier model

andriy_koval 2 hours ago

they are target with 6 month lag. Say, if current Gemini will be demonstrating obviously superior perf compared to Opus, many normies devs will switch within 6 months.

simonw 6 hours ago

They're doubling the price on December 1st: https://ai.google.dev/gemini-api/docs/pricing#gemini-4-argon

$2/million input and $10/million output today. $4/$20 after December 1st.

logicchains 6 hours ago

>$4/$20

Is Elon Musk doing their pricing?

square_usual 6 hours ago

That is the standard pricing for Opus-class models these days.

eptcyka 6 hours ago

Blaze it, Robot!

LeBit 5 hours ago

4/20. It is to Musk what 67 is to children.

WhereIsTheTruth 5 hours ago

There is no such thing as "standard pricing" for products with different performance profiles, architectures, inference costs and infrastructure stack

It is price fixing, nothing else

ac29 4 hours ago

GLM 5.3 is roughly Opus class and is much, much cheaper

simonw 4 hours ago

Opus 5.5 class?

girvo 2 hours ago

No, and anyone who says otherwise is being silly.

It’s still damned capable though, I’ve done a crazy amount of good work with 5.3 Flash.

wasfgwp 3 hours ago

It’s more expensive than 6.1-sol though? At least according to benchmarks.

I think at this point comparing raw token pricing is often apples to oranges.

vikramkr 3 hours ago

Opus 5 class yes, but opus 5.5 is functionally mythos tier

nateb2022 6 hours ago

With the pace they're delivering models, there's gonna be 1-2 new Gemini 4 versions by December 1st, presumably with their own introductory price windows. We just got Gemini 3.8 on 2 September and Gemini 3.7 on 13 August.

vineyardmike 6 hours ago

I wonder if that’s more to price in the cost of keeping old models around on expensive inference hardware. It’s not like old models get cheaper to run, and a more heterogeneous fleet is less efficient to manage.

squidbeak 5 hours ago

Their last non-flash frontier release was 3.1 Pro back in February. Two new frontier releases at that pace would be Feb 2028.

gcanyon 5 hours ago

This reminds me of telephone commercials that ran back around 1987, saying they were offering long distance calls for 10 cents a minute (a pretty good price back then) and -- this was emphasized, a huge selling point -- they guaranteed your rate would never go up. In retrospect, all the lols :-)

heaney-555 5 hours ago

You're conflating Gemini Flash with Gemini Pro.

mlmonkey 4 hours ago

December 1st is just ~6 weeks away. There's no way Google puts out even 1 more Gemini 4 version before then, let alone more than 1.

vikramkr 3 hours ago

No they've been releasing models super rapid fire. Other companies too. 6.1 sol was barely a week after 6.0 sol

mufufu 3 hours ago

Don’t underestimate the power of exponential growth

damsta 6 hours ago

Opus 5.5 is also priced at $4/$20, but are they on the same level?

fancyfredbot 3 hours ago

At that price I think you'd pick Opus 5.5.

It's perhaps a face saving thing to pretend you'll charge the same. Let's see if it actually happens.

jklinger410 6 hours ago

Obfuscating token cost is the new great marketing frontier

mattmaroon 5 hours ago

They do, just not in that sentence. You must really hate sales ads.

mrandish 5 hours ago

> Couldn't you just say what the price will be after the introductory period

+1. FWIW, I didn't even get far enough to wonder about the price.

The lead (and only) sentence states "Our next era of frontier intelligence, built to solve your hardest problems" a statement equally true of any new Google or competitor model, hence completely devoid of useful meaning. I then kept scrolling down... and down... and down, giving up after a half dozen screens of big images, huge videos and some customer stories. The first sentence of every text block was equally vague or meaningless so... tv;dr (Too vague, didn't read).

Even the Gemini sub-reddit is laughing: https://www.reddit.com/r/GeminiAI/comments/1x2dr47/the_lates...

apatheticonion an hour ago

Me, watching the AI world from the sidelines while using DeepSeek at $0.15($0.003 cached)/$0.60 - still bitter about the pricing changes.

It might not be as smart, though my employer gives me access to Claude, so I tried giving the same task to Opus 5.5. Both DS4.1 Flash and Opus5.5 produced nearly identical outputs.

After that, my company switched the entire engineering department to Azure hosted DeepSeek4.1 and costs were cut by 3/4. So far, no one has really noticed the change.

mridulmalpani 6 hours ago

Gemini 4 Argon is a new leader in Pareto-frontier. Looks like, Google is back in the race.

https://arena.ai/leaderboard/agent/chat/pareto

For almost same intelligence (+15.56%, +15.18%), drastic difference in cost/task ($3.51 vs $0.41)

BrokenCogs 4 hours ago

Every release I see a new benchmark with a new frontier. These graphs are just meaningless now

yipinwong 4 hours ago

you can give it a meaning if you see the relavivity between models. no need to disregard the stat at all.

abeppu 4 hours ago

In particular, where cost is the x axis, a well-funded company with a good but not best model can discount their new model until it reaches the frontier. In some sense this is as much a statement about the efficiency of markets in the presence of public measurement-based comparison and public list pricing as it is about research pace.

kridsdale1 3 hours ago

While true, Google genuinely has invested the most in computer and energy efficiency for LLMs.

ianm218 3 hours ago

Why do these benchmarks often show models running on Max i.e. Opus 5.5 (max) is on the frontier? I would think it is never really economical to run max

jonas21 an hour ago

By definition, the model with the best performance will be on the pareto frontier (regardless of cost).

seizethecheese 20 minutes ago

No. Pareto frontier is cost performance tradeoff.

vessenes 2 hours ago

Muse reminded me we should have a time based chart as well - this year I hope we will begin to see time to completion stats at various intelligence tiers. The waiting makes a lot of things more tiring.

cheema33 2 hours ago

> Gemini 4 Argon is a new leader in Pareto-frontier. Looks like, Google is back in the race.

For chat, yes. But switch to code on the same page, and the picture changes. OpenAI takes the lead.

manlymuppet 2 hours ago

People should appreciate Google more for how all of their models have:

- Natively multi-modality

- Enormous context windows

- Reliably cheap prices

It's like they don't release a model until it passes the above checklist.

Most providers have some mixture of these three occasionally, but with Google, every model is consistent. This kind of consistency is really nice to have.

jjcm 6 hours ago

Image->html test for Argon. I'd put it at B tier, just under gpt 6.1 sol. It isn't A tier like Opus 5.5 or Astra.

Argon build: https://html.non.io/lcars-argon/

GPT 6.1 sol: https://html.non.io/lcars-gpt-6.1-sol/

Opus 5.5 (currently SOTA for this): https://html.non.io/lcars-opus-5.5/

Original designs: https://diffui.ai/app/canvas/5093e689-1e74-4f26-b632-2a4500f...

jjcm 6 hours ago

One interesting observation - it's the only one I've seen make an ASCII representation of the layout of each of the pages before building: https://image.non.io/46e0cce3-34d9-4fcb-8775-bfc2c70bc4bb.we...

jadbox 4 hours ago

That's really interesting I think- literally putting the layout into ascii language to reason about.

sergiotapia 6 hours ago

Damn opus 5.5 is just such a good model - what kind of moloch sacrifices are they doing in there

jjcm 5 hours ago

I'm constantly blown away by it. I do think Astra is slightly more intelligent (although worse at this particular benchmark), but Opus 5.5 has become my default model for 99% of what I do. It's so good.

capnjngl 5 hours ago

Truly S-tier. It's sharp, creative, intuitive. Can't believe how much better it is than Opus 5, then they went ahead and made it cheaper and faster too.

bobviolier 6 hours ago

I don't know how you rate, but the Opus 5.5 is literally stuttering and lagging when scrolling on a Macbook Air M3 (for me).

(Chrome, also incognito)

MaxikCZ 5 hours ago

Mac Air M1 in Safari here, buttery smooth.

jjcm 5 hours ago

Interesting! Do you have webgl disabled for incognito or for chrome in general? I wonder if it's trying to do software rendering.

FWIW, I have literally the exact same configuration (M3 air, google chrome). Here's a recording on mine where I'm seeing 60fps: https://non.io/video/video-3587018401.mp4

Gallows4574 4 hours ago

Mine doesn't stutter on on Firefox on M1 Max, but it pins 7 cores the entire time the page is open, not just while loading. It also uses 50% of GPU in addition to that.

Edit: The argon built site pins 1.3 cpu cores. The Sol 6.1 site uses 0.18 cores.

dr_kiszonka 4 hours ago

Unless it is something with the playback on my end, your animations and scrolling are a bit jerky too.

hedgehog 5 hours ago

Maybe a Chrome bug? It's fine in Safari on an M1.

piperswe 4 hours ago

Also horrifically sluggish on Firefox on Linux.

niek_pas 4 hours ago

Fine on arc search (which I think is just WebKit) on iOS.

wireless6948 4 hours ago

Also stuttery on Edge (Chromium), so there might be a pattern here

daemonologist 4 hours ago

The Opus 5.5 implementation is noticeably slow on my machine as well (Firefox, Fedora, Gnome Wayland, AMD 6800U).

jjcm 3 hours ago

More info on this - I ran a few tests on my mac and linux systems with chrome/firefox. I highly suspect this is due to gpu acceleration being disabled. https://image.non.io/e7165331-432b-45c3-986e-c2973f12d377.we...

As soon as gpu acceleration is disabled, the webpage goes from 60fps across the three systems I tried to ~7-20fps when software rendering is forced.

I suspect if you go to chrome://gpu you'll find something different from what I have here: https://image.non.io/a47a1b03-1b87-4fd5-92a2-b39e62b1cfd9.we...

bobviolier 3 hours ago

Nice research, you are right! Seems that low power mode was on. I have been using the web, Netflix, Apple TV app, and anything else just fine without ever noticing a thing though.

So that all being said, a normal website should work totally fine on low power mode, and this should definitely be a negative on the Opus implementation.

jjcm 2 hours ago

> and this should definitely be a negative on the Opus implementation.

I would disagree with this based on two things:

1. the prompt, which explicitly states to render the planets in the background in 3js (thus the gpu implementation).

2. the purpose of this, which is a test of its ability to convert an image design into a html/js/css implementation that matches it as closely as possible. I've talked about this before when it's come up[†]. The purpose is to be a good test, not a good design or website.

For reference, here's the full prompt used:

> Create a web page implementation from the following instructions: https://diffui.ai/build/Futuristic_Interior_UI_build.md?auth... dont reference any other folders that have similar builds. Focus on the flowing SVGs. Animate elements that make sense to be animated. For the starships that have planets in the background, ask for high quality images with the windows as a transparent background, and recreate the planets behind them in 3js. It should be one single page application that I can just open the index.html file to view.

[†] https://news.ycombinator.com/item?id=49997135

[‡] here's a copy of this since the diffui build instructions wont be accessible without an account: https://non.io/lcars-build-instructions

awkwardpotato 4 hours ago

Argon's build is pretty much unusable on mobile, the header takes up half the screen

jjcm 4 hours ago

Yea its attention to detail was much less.

Here's a vid of both opus and argon side by side, which might be more viewable on mobile: https://x.com/pwnies/status/2110058987462988152

jdthedisciple 4 hours ago

Opus one has by far the worst performance, the only one that's stuttering and making my laptop fans very noisy.

demibabs 3 hours ago

B tier? For me the argon one is really quite bad on mobile; the nav is messed up enough to make the page kinda unusable.

vessenes 2 hours ago

That Argon build is really bad on mobile fyi

simonw 6 hours ago

Unsurprisingly, the pelicans are excellent. Google are the only lab who have publicly shared that they have specifically trained for SVG output - https://twitter.com/sunjiao123sun_/status/202455551655137292... - and they've had great pelican results in the past too (which they have shown off themselves - https://twitter.com/JeffDean/status/2024525132266688757).

Here's low, medium, high. Even low is better than pelicans from any other lab: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

low cost 10.185 cents, medium was 11.098 cents, high was 17.166 cents.

The costs are similar because it used more output tokens than reasoning tokens for all three pelicans, even for high.

zzulanas 6 hours ago

what is even the point of these now? labs are most definitely training on this question now. I feel like this test scratches the surface of a "real" test for these new models

simonw 6 hours ago

It attracts at least one comment like yours on every single thread, so I guess the main purpose is to kick off a race to see who can post that comment first.

32297 6 hours ago

Yeah the main point of a 120 DB noisy party at 4 in the morning is to see which neighbor complains first and then make gleeful comments about it!

hyperparticles 6 hours ago

The roof is always raising month over month. If you were to make a harder version of the benchmark, what do you think you'd like to see the agents do better?

anthonyrstevens 4 hours ago

People who are unable to comment on the underlying technology or capabilities because they don't know or don't care to inform themselves sure can feel good that they have an opinion on pelican art.

boo_you an hour ago

it actually makes a lot of sense that this is an elaborate troll account

129751 6 hours ago

Memes and self-promotion.

algoth1 6 hours ago

I enjoy it. Many readers here look specifically for Simon's pelican comment when a new model launches

HelloMcFly 6 hours ago

It's merely become part of the culture of new model drops even as it's become a bit less useful as a diagnostic.

soperj 6 hours ago

low version doesn't have a chain.

Medium and high are fixies apparently, (or they have a worm gear, although the hub doesn't look big enough for that), since neither has a derailleur. That would also explain the lack of brakes at least.

Low is still obviously failing the "test". It's pedals are not actually attached to the bike either.

Medium has a handlebar that goes through the pelican's beak. So I'd say also failing.

For the high, the only nitpick would be that the bell isn't quite on the handlebars and the stripes on his scarf don't line up correctly.

staticman2 5 hours ago

It seems to be a deadpan inside joke around here that everyone pretends to care about the pelican test.

rdtsc 6 hours ago

Me in 2025 https://news.ycombinator.com/item?id=44759781

> If it's on HN and is a meme at this point, it will end up in the training set.

> It's kind of fun to imagine that there is an intern in every AI company furiously trying to get nice looking svg pelicans on bicycles.

Google listened and assigned a few interns, I guess, for the task

eli 6 hours ago

SVG is useful for actual tasks, not just looking good in a silly "benchmark"

PorciiVorbesc 6 hours ago

What I'd kill for would be an app where you take a pic of scribbles and drawings on a whiteboard/notebook and the app turns it into SVGs you can then continue to manipulate digitally on PC/tablet.

gh0stcat 6 hours ago

Why would you kill for this? Why not just generate svgs with any editing software?

PorciiVorbesc 5 hours ago

>Why would you kill for this?

Figure of speech.

>Why not just generate svgs with any editing software?

How do you do that from the whiteboard/notebook?

eli 5 hours ago

ChatGPT does that decently well

PorciiVorbesc 5 hours ago

Last time I tried, it did not. That's why there's a place on the market for an app just tuned to handle the transition seamlessly, rather than having you fucking around with prompts in LLMs.

TeMPOraL 4 hours ago

I for one don't want a whole app for that, not anymore. It's a small task whose result is an input to something else - ideal for a tool for LLM (or script) to use.

PorciiVorbesc 3 hours ago

>I for one don't want a whole app for that

Everyone says that until ms, apple, google, etc introduces this polished feature as part of their tablet imaging editing/document collaboration office suite. Then everyone can;t get enough of it.

> It's a small task whose result is an input to something else - ideal for a tool for LLM (or script)

Have you actually tried this? If it's a small task then why can't LLMs actually do it? Kind of like the pelican test. Every LLM can do a SVG pelican but most of the results are unusable in practice for production/productivity purposes.

Every LLm can extract some half-broken SVG hallucination of your jots, but I'm asking for an app that's polished and works accurately 99% of the time, which means a dedicated app/model tuned specifically for this task, and nobody makes this yet.

TeMPOraL an hour ago

> Everyone says that until ms, apple, google, etc introduces this polished feature as part of their tablet imaging editing/document collaboration office suite. Then everyone can;t get enough of it.

I don't feel like I'm a representative sample of general userbase, so I won't dispute this too hard. For me, it's rare but it does happen. Still, 90% of my mobile experience is "how is this so broken, why is it missing the obvious follow-up feature that completes a workflow, and why, again, am I not using a laptop for this?".

> If it's a small task then why can't LLMs actually do it?

What if they actually can?

This is exactly what Karpathy was talking about the other day[0]. If your only LLM experience is the default chat app in chat mode, then this doesn't make sense. If your experience includes using agentic harness like Claude Code/Cowork / Codex/ChatGPT Work, then it's obvious.

The LLM app in "chat mode" will just zero-shot you a pelican, or digitize your notes into SVG, and maybe improve on it a bit if you complain about the result. The same app[1] in "agentic mode" will digitize your notes, refine the SVG against the original image, reduce it to probable strokes based on high-frequency patterns in the photo and knowledge of how people write, OCR it, save both the text and SVG to your library, then extract parts you wanted and insert them into a document, typeset the rest of it, and print it on your printer - all in response to a single prompt.

LLMs in agentic mode are very good at stringing long and advanced workflows; today, if you give them shell access or computer use, they will use regular apps for you if that's the easiest way to accomplish the goal.

> Have you actually tried this?

Yes![2].

That's why I can confidently say: there is no limit to this pattern. LLMs can handle apps just fine; giving them tools just saves time and tokens.

Another example: I'm currently resurrecting a 30 year old game, and the other day I asked Claude to hack on a way to run it headlessly, so I can use my computer while it plays with it. It did, and then immediately leveraged it to just causally run several instances of the game in parallel, entirely in the background, whenever it needed to playtest something.

--

[0] - https://news.ycombinator.com/item?id=50047422 - was on the frontpage two days ago.

[1] - Claude and ChatGPT now have both modes in their mobile, web and desktop apps. I personally use Claude Code a lot, but exclusively through these surfaces (I can't be arsed to deal with TUI at home anymore). IMO, these tools are already within reach of regular users - the users just didn't notice it yet.

[2] - Not with SVGs, but equivalent with voice recordings, and yes, Claude Code set up and is managing the whole local processing pipeline. Recordings go in, Markdown (or more advanced signal processing) comes out, and in itself, it's not a task, but merely a step.

xnx 5 hours ago

Inkscape and https://github.com/visioncortex/vtracer can both do this.

matsemann 4 hours ago

They can represent something in vector, but it's always very hard to use the result for anything else. Like, the paths doesn't make sense, aren't grouped to the logic elements etc.

CuriouslyC 5 hours ago

Beyond SVG, these things have been RL'd on 3d reconstruction (which carries over), and I expect given the public reaction to recent frontier advancements in 3d capabilities that this will get allocated a larger share of the post training budget in the future.

slyrus 4 hours ago

Of course it would be nice if google actually added SVG support to google slides...

sulam 6 hours ago

I end up getting SVG output for all kinds of things, and never once have I asked for, or gotten, a pelican.

afavour 6 hours ago

Certainly true but I think the question is “does targeting the SVG pelican mean that the quality of all SVG output improves?” If so it’s a worthwhile thing to target.

compiler-guy 6 hours ago

It's a little bit like any benchmark, especially microbenchmarks. It is useful as far as it reflects the broader use cases, but the risk of overfitting to the specific task and not the broader ones is very high.

DoctorOW 5 hours ago

https://xkcd.com/2899/

gcanyon 6 hours ago

Maybe so, and yet it's still not enough -- the pelicans all have flaws.

They look remarkably good, sure -- but not perfect.

orbital-decay 5 hours ago

It's still clearly not a part of any model's training set in the sense of pelicanmaxxing in particular. It's either a capability to generate arbitrary SVGs (or even something broader), or no specific training at all.

nomel 4 hours ago

Yet, they're all almost exactly the same in style and composition.

orbital-decay 4 hours ago

Certainly not because all labs are pelicanmaxxing on the same exact image. Most patterns are similar everywhere. That's the result of training on the same datasets and scraped web contaminated with other models' outputs, combined with similar training methods and resulting mode collapse. Try if e.g. dolphins knitting socks in spacesuits are similar on all/most models.

pwython 5 hours ago

We all said it: https://news.ycombinator.com/item?id=46978726 (8 months ago)

> How many pelican riding bicycle SVGs were there before this test existed? What if the training data is being polluted with all these wonky results...

But Simon has demonstrated before that asking for any animal doing something silly will still get similar results from the same model.

simonw 3 hours ago

I recently learned that there is an animated pelican riding a bicycle in 1988's Who Framed Roger Rabbit! https://simonwillison.net/2026/Sep/18/the-creative-spirit-of...

thinkingemote 3 hours ago

Do you think this might be a kind of subconscious origin of your idea? A second of a move you saw in your early life / teens stayed with you as an example of an absurd thing to draw?

simonw 15 minutes ago

It's possible, but I think it's more likely that I was inspired by the TikZ unicorn thing, my love of pelicans (we have thousands of them in the harbor ten minutes from my house), and my knowledge that bicycles are difficult for humans to draw.

dominotw 5 hours ago

They said they are training for svg not pelican svg specifically

JoshTriplett 5 hours ago

That's exactly what I was thinking when I saw https://www.assbench.com/ posted a while back: "oh no, this is going to be somebody's job".

ngruhn 5 hours ago

omg that's hilarious

NoDodgeQuestion 4 hours ago

prompt is to detailed (llm written?) better test of model creativity is to not constrain prompt

rubyn00bie 4 hours ago

NGL, I think this might be my favorite benchmark, ha. While the Chinese labs asses are a bit off, I certainly have big hopes for their next versions. Their hearts are certainly in the right place.

gedy 4 hours ago

It's the smaller training data /s

codethief an hour ago

Unfortunately, for me the renderings crash or hang in both Firefox for Android and Chromium/Vanadium on a Pixel 10 Pro. :\

mlmonkey 5 hours ago

Sadly, this is all that managers know to do: take a metric and try to optimize the heck out of it. They don't care about research, technology, "don't be evil", etc. And Google is run by managers now.

Expect Google models to be benchmaxxed as much as possible, but don't expect commensurate performance on real-world tasks.

anthonyrstevens 4 hours ago

>> this is all that managers know to do: take a metric and try to optimize the heck out of it. They don't care about research, technology

This is not true. It is needless negative hyperbole that IMHO doesn't belong on HN.

mlmonkey 4 hours ago

I'm speaking from 30 years experience in the Valley, having worked at several big companies.

agar 4 hours ago

While this might be overly cynical, it's also a powerful validation of the exact feedback loop that you want to have in an organization.

If what you say is true, then the next set of benchmarks will be written to illuminate the true reflection of real-world tasks. Then those get benchmaxxed so managers can show "numbers go up."

Repeat enough times, and you get materially and genuinely improved products.

The burden is on the press, outside researchers, and general tech industry to both write and care about the metrics that matter.

kalcode 4 hours ago

For sure, they saw your comment and got some interns on it.

bilsbie 6 hours ago

Regarding the pelican test. Maybe someone will know this.

Modern models can make nearly photorealistic games in threejs. So why do they struggle with these pelicans?

simonw 6 hours ago

The models that are really good at 3D modeling tend to also be really good at pelicans. I think the skills are strongly related - it's about having good 2D (and now 3D) spatial awareness.

The test is always going to be hard though, because it's an absurd image to ask for.

UPDATE: I like this theory about using an agentic harness that can render and iterate better: https://news.ycombinator.com/item?id=50073879#50074395

boo_you an hour ago

> it's about having good 2D (and now 3D) spatial awareness.

this is a really profound insight

jephs 6 hours ago

The pelicans are one-shot with not tools: Think a bunch, write a bunch of SVG, done.

The pretty 3d stuff you see are agents controlling a Blender MCP in a loop where they look at the scene, think, adjust the scene, repeat.

simonw 6 hours ago

Yeah, that's a good point. My basic pelican test doesn't allow the model to render their work and iterate on it. The 3D models all come from agent systems that are rendering with Blender or screenshotting with Playwright along the way.

vineyardmike 6 hours ago

I’d really like to see what each model comes up with if given a basic harness to render and iterate. They’ve all gotten pretty good at basic one shot pelicans, but seeing what they do when given a direct goal, and even getting a time lapse of each image as they edit and adjust would be really fun.

AspireOne 5 hours ago

Very easy to do. It's a nice silly thing to try, so I'll conduct this very important experiment and update you on the results if I remember to do so

agar 3 hours ago

Have you looked at assbench.com? Even with threeJS rendering, screenshotting with Playwright, and iteration (check the prompt) some of the models are shockingly bad. I wonder whether the rendering quality is affected by the requirement for skin physics on click; if so, it raises a valid question about models creating pretty pictures but break when interactivity is required.

(As I said in a separate comment above, results are all bikini-clad and not revealing. However, whether it is NSFW is up to you/your work policies.)

epihelix an hour ago

If you allow rendering and iteration on the basic pelican test, does it improve the final output?

Perz1val 6 hours ago

Have you tried editing SVG by hand?

sobiolite 6 hours ago

A lot depends on what the models were specifically trained for using reinforcement learning. Modern models are generally OK and everything, but they're only really good at the things they have extensive RL for.

TeMPOraL 6 hours ago

"Pelican on bicycle in SVG" is an adversarial example on multiple levels - out of distribution, ill choose of tool for the task, and anatomical impossibility of real pelicans using typical bycicles.

charcircuit 6 hours ago

But often these models mess up drawing even just the bicycle part.

duckmysick 5 hours ago

I remember a submission a few years ago about a guy asking others to sketch bikes. Most of the time the drawn bikes wouldn't be rideable.

https://www.gianlucagimini.it/portfolio-item/velocipedia/

HN discussion: https://news.ycombinator.com/item?id=17699017

mason55 5 hours ago

To be fair, humans can’t draw a bicycle either.

https://www.wired.com/2016/04/can-draw-bikes-memory-definite...

ben_w 3 hours ago

> Modern models can make nearly photorealistic games in threejs. So why do they struggle with these pelicans?

Are you sure they're not fetching free asset packs for that?

agar 3 hours ago

Models seem to have very interesting blind spots. While https://assbench.com/ may seem like a joke, the results are very illuminating. One might expect far better results given the detailed prompt, allowance for render checks and iteration, the number of human figures the models are trained on, and clarity of tool use (threejs).

However, result quality really drops off once you get out of the top 5 or so.

(NSFW note: all buttocks are covered by fairly conservative bikini bottoms and show no genitals, bulges, etc.)

postalcoder 6 hours ago

It's obvious OAI hillclimbs the image generation -> SVG loop. I'd put money down on that being why OAI's pelicans have a yellowish tint that matches the yellow tint of OAI's earlier image models.

kart23 6 hours ago

still radial spokes on both wheels of the bike which is disappointing. no real bicycle is built this way

squidbeak 6 hours ago

Buddy, there's a Pelican riding it. No real cloud is like that, no real sea is like that, no real gulls are like that. And that's fine because it's a cartoon.

huseyinkeles 6 hours ago

Wow, those are I think the best looking pelicans ever so far

MrAssisted 3 hours ago

Definitely the best looking on a shirt. Already had my agents add the Gemini 4 Argon pelican on a bicycle as a tshirt on pdoomers https://pdoomers.com/products/pelican-on-a-bicycle/?model=ge...

Fraterkes 6 hours ago

Honestly surprising if other labs aren’t training for svg generation. Feel like SVG’s are going to be really useful for dynamic UI generation stuff that goes beyond cobbling Html together

perardi 6 hours ago

You can really see the effort in the details.

Subtle highlights on the metal frame, sweat beads, jaunty little hat…it has style. At least compared to the rather literal ChatGPT outputs. https://static.simonwillison.net/static/2026/gpt-pelicans-gr...

jameshart 6 hours ago

Is it me or is there maybe some carryover happening where the pelicans are portrayed as expending different degrees of effort too? Like, the high effort pelican has a determined look on his face.

Is the prompt context telling the models what their effort level is, and the ambient presence of that concept of ‘high effort’ in the context window is leaking through and affecting the portrayal?

simonw 6 hours ago

I don't know if this is how the OpenAI effort levels work, but for Qwen 3.8 27B the effort level really does get translated into the prompt.

https://huggingface.co/Qwen/Qwen3.8-27B/blob/main/chat_templ...

xhigh: "Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer."

low: "Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration."

LarsDu88 6 hours ago

simonw, your pelicans are so famous now that the frontier labs can just RLVR for SVG images explicitly.

It's a simple manner of prompt...generate concept art with nanobanana, measure, llm creates svg with text, measure the distance between rasterized svg embedding to nanobanana art....do post-training RL on a 3 million such images and matching embeddings.

I swear this will be a canonical example of Goodhardt's Law in action.

You have to switch to a new benchmark that isn't so easy to run a verifiable rewards pipeline on...Perhaps a longer horizon task where it's easy to mess up midway.

jameshart 6 hours ago

Why? Don’t you think the steady improvement in pelican bicycling SVG art is itself a worthy field of endeavor for LLMs to be optimized for?

Yes, Simon has made pelicans a benchmark and now models have grown very good at rendering them. Is there a reason to believe that this isn’t manifesting as useful skill in general in SVG generation?

wasfgwp 3 hours ago

The sample is too small. As long as the models are reasonable close enough to each other there is really nothing you can learn from this benchmark when its just one prompt.

It would perhaps be slightly interesting if the prompt was run 100 times for each model. I doubt the pelicans would look identical.

whoamii 6 hours ago

Simon’s headstone is going to have a pelican on a bicycle, isn’t it

mceachen 6 hours ago

He deserves a full parliament

yuhmahp 6 hours ago

doesn't this mean that you should change the pelican test to something else?

simonw 6 hours ago

If a result is suspiciously good I run a spot check with one of my many other SVG things.

Here's 'Generate an SVG of an armadillo in fishnet tights jaywalking on Mars' for Gemini 4 Argon: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

Some other models for comparison: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

make3 6 hours ago

The models are solving Millennium Prize questions and making progress on the Riemann Hypothesis, yet the top comment is still looking at pelicans somehow. To me, it feels even more superficial and pointless than arguing about the presidential candidates' tie choices in a debate.

dyauspitr 6 hours ago

Holy shit, these are like art. Especially the bikes.

gcanyon 6 hours ago

Excellent, but not perfect -- if google really is training to pelicans, then clearly they are not capable of perfect pelicans.

As one point, the high pelican's arm is see-through/messed up.

They do look worlds better than previously, to be fair.

YZF 5 hours ago

Why are all these AI's making the pelican's pouch so large though? Unless they have some huge fish in there or something they don't tend to look like that... Is it that it's drawing a "cartoon" pelican or something?

https://en.wikipedia.org/wiki/Pelican#/media/File:Pelikan_Wa...

ASalazarMX 5 hours ago

The SVG is cartoonish, and to be honest, most of human-made SVG art is cartoonish or stylized. It's not a format with realistic expectations.

ameliaquining 5 hours ago

Well, a photorealistic pelican would generally be in a raster-graphics format rather than an SVG, so yes, cartooniness is expected.

matt123456789 5 hours ago

Pouchbench. There's an RLVR grader that performs pouch detection and area estimation. Bigger pouches, bigger reward. Soon, all will be pouch.

diseasedyak 5 hours ago

Pouchmaxxing

saaaaaam 4 hours ago

A pelican with an empty pouch would have no need for a bicycle to get home.

CamperBob2 3 hours ago

And certainly not one with a basket.

geniium 5 hours ago

It starts to be so good that the model doesn't really matter. Each model starts to have its own personality, and it's the personality of the drawing, like a real artist, that defines the style of the pelican, and that makes it harder and harder to decide if it's good or bad.

petra 5 hours ago

That's true.

I've noticed that chatgpt is working harder. But still I prefer Claude, it just feels nicer to me.

mroset 5 hours ago

The fish in the basket on high is a lovely touch.

juleiie 5 hours ago

Nobody cares about the AI heckling pelicans.

Give me reverse engineering bench and agentic coding.

Leave making visuals to humans who actually have aesthetic sense unlike whatever made this mess

ionwake 3 hours ago

shun the heretic!

gordon_freeman 5 hours ago

At some point Simon needs to move from Pelicans to something more complex. Every time a new model is launched by major Frontier company, I already know with certainty that first HN comment on the news would be about how Model is drawing the Pelicans.

tyre 5 hours ago

Agreed. It's a fun cultural tidbit but not really a useful benchmark for model capabilities.

philipwhiuk 4 hours ago

There's plenty of highly complex benchmarks for this stuff. Simon doesn't need to do that.

bigcat12345678 5 hours ago

At least you should make sure this post is entirely generated by agent, otherwise I'll not grant my agent the credibility score on this comment.

mt_ 5 hours ago

You gotta fix your tool on mobile browser, both firefox and chrome don't work.

travbrack 5 hours ago

The fish in the basket is a nice touch

tintor 4 hours ago

Front bicycle wheel in all Argon examples is still wrong. This bicycle will not be stable. Axis of rotation of front wheel needs to be in-front of axis of rotation of steering wheel. Frontier VLMs still do not understand how bicycles work.

epihelix an hour ago

Check the "high" thinking output again. For what it's worth, it's there.

However, how the front fork rake affect stability is I believe a little complex. I doubt this old article is the last word on the subject, but it's a great read nonetheless, and note especially the ultra-stability of the reversed fork bike!

https://physicstoday.aip.org/features/from-the-archives-the-...

rich_sasha 4 hours ago

As a cyclist, I tend to pay more attention to the bike shape than most people. Everyone knows what a bike looks like, but as with LLMs, most people would struggle to draw one - correctly connecting all the different tubes at correct angles etc.

I note that even these bikes are not actually rideable. For a bike to be stable, the front wheel axle needs to extend forward a little ahead of the fork - the fork must ”bend forwards”. This is what actually keeps the bike upright, not gyroscopic effects or some such. Given LLMs are generally good at basic maths, im surprised they get this wrong.

Maybe a bit less so in this case though. As per the announcements, the model was actually trained for this prompt, so was fed some training data. I can well imagine the data there was just not so good.

jonas21 4 hours ago

If that's the case, how do bikes like this work?

https://www.walmart.com/ip/Huffy-26-inch-Rock-Creek-Men-s-Mo...

(apologies if I'm misunderstanding).

sokka_h2otribe 4 hours ago

The front axle is in front of the fork in that photo.

jonas21 4 hours ago

It looks exactly like the images the model generated. The fork certainly doesn't bend forward -- it's perfectly straight.

IsTom 4 hours ago

At the place where it splits in two it also goes shifts forwards a bit

matsemann 4 hours ago

I love this one https://www.gianlucagimini.it/portfolio-item/velocipedia/

People drawing bikes, scroll down to see they having made renders of all the drawings. Hilarious

saberience 4 hours ago

Yeah but if 99.9% of people would get the bike totally wrong, why does it matter if the LLM doesn't get it perfect.

You're nit-picking on a detail no one actually cares about.

kevmo314 4 hours ago

That's absolutely not true. Zero rake forks are totally fine and very common on BMX bikes for barspins.

You can also ride a negative rake fork. They are less stable, yes, but a far cry from not actually rideable, cf https://www.instagram.com/yourforkisonbackwards/

Enginerrrd 4 hours ago

I was going to say… my children frequently ride with their bars backwards without issue.

Bedon292 4 hours ago

I feel like perhaps this is a bit too nuanced of a critique. While I do see what you are saying on many images of bicycles, there are also many that that I do not see it on. Close to half of them, in a quick Google image search, have forks appear straight and the axle is dead center on the ends of them. If there is something there, I am not seeing it even when trying to specifically look for it.

I'll also note that, using a piece of paper as a straight edge against my screen, there is a very slight forward curve on the low and a bit more on the high responses. Medium does appear to be perfectly straight.

NooneAtAll3 4 hours ago

> Google are the only lab who have publicly shared that they have specifically trained for SVG output

wasn't the whole point of pelicans is that labs *wouldn't* train for that?

so now the benchmark is ruined

motoboi 4 hours ago

How many cicles before pelicans become photoreallistic SVGs and them come back to stylistic artistic abstract renderings?

Also, that first tweet contains a commentary that, for me, explain a lot about the public misconception about how current AI works:

> wait, does this mean you guys are actively training svg generation? i was mostly amazed by it thinking the models doing better at it by itself due to becoming better at reasoning.

No, it's not better reasoning that drives current AI, it's better examples we have been giving them. Whole army of people generating content for the frontier labs.

Also, reasoning improving the out of distribution part, like computer use, tool use etc.

TeMPOraL 4 hours ago

> public misconception about how current AI works

Another case where allowing oneself to anthropomorphise LLMs a little yields better intuitions.

People don't get more skilled by raw reasoning, either. They improve their skills with better textbooks (pre-training data), more practice exercises (RL data), and generally goofing around (self-play).

boutell 4 hours ago

Recently, I’ve discovered that Claude can render great SVG versions of user interface screenshots. I ask it to substitute simple SVG friendly landscapes for any photographic images that happen to be part of the screenshots. The results are much better than they should be, especially with Opus. Usually good enough to be used on a website as a way to get an infinitely scalable, much smaller version of a screenshot. But clearly, I should try the Gemini models on this real world task. That’s where we’ll find out if all of this training to beat the benchmark actually pays off.

w29UiIm2Xz 4 hours ago

Since we know jagged intelligence is a thing, how useful of an indicator is the pelican test, regardless of if labs are optimizing for it or not?

KeplerBoy 4 hours ago

That of course depends on what you want the model to do. If you are into artistic SVG rendering, it's still very relevant.

kmod 4 hours ago

I've been dismissive of the SVG-of-pelicans benchmark, but last night ChatGPT (on the website, toggle set to GPT-6 High) generated some SVGs and included them in our chat. I'm not sure that this feature was that valuable in this case, but it seems that textually generating SVGs is now a product feature at least for ChatGPT. The SVGs had some clear issues and I found myself wishing that it had done a better job: the nose of the rocket is overlapping with the rocket body, and in the second image I think there's only supposed to be one orange line but it tried to add styling or something that went wrong.

<https://tools.simonwillison.net/svg-render#%3Csvg%20font-fam...> <https://tools.simonwillison.net/svg-render#%3Csvg%20font-fam...>

- I was having trouble embedding the SVGs as links, and ChatGPT recommended Simon Willison's SVG Renderer as a workaround.

Just my 2 cents on the pelicans benchmark: I think it might help if you were a bit more explicit about not taking this one benchmark too seriously. I know you say that at times, but at other times (such as the comment I'm replying to) you elide it which can read as a seriousness about the benchmark.

thefourthchime 4 hours ago

It does very good at Pac Man. I would say as good as Opus 5.5, it was slightly cheaper, but took twice as long.

Argon: https://jonclegg.github.io/pacman-bakeoff/dev/#gemini-4-argo...

Opus 5.5 https://jonclegg.github.io/pacman-bakeoff/dev/#claude-opus-5...

vessenes 2 hours ago

That pelican left leg stays so firmly on the left side of the bike. Superintelligence ftw

JieJie 5 minutes ago

So, Apple? If Siri uses Gemini, when is this Gemini 4 coming to Siri and how much is it going to cost us?

IanCal 6 hours ago

> built to solve your hardest problems

Like a working scroll on a webpage.

God damn this is impossible to use of safari mobile.

rs_rs_rs_rs_rs 6 hours ago

Coding is solved, scrolling not yet :)

jedbrooke 6 hours ago

worked ok for me on ios safari, but probably because I have the “reduce motion” setting enabled. Every day that setting feels more justified

InvisibleUp 6 hours ago

It literally can’t load in my mobile web browser without running out of memory and force-refreshing.

jstummbillig 6 hours ago

Clicked on "Performance". Scrolled to "Safety".

winwang 3 hours ago

Lol, this feels like it would otherwise be a good thing, out of context.

pierreozoux 6 hours ago

I have a more than 10 years old laptop, same feeling here!

throwawayy6767 6 hours ago

If you can't afford a Google engineer's high-end device that doesn't lag you don't matter to them :)

medler 6 hours ago

I have a high-end device and the page still behaves atrociously for me. The scrolling is totally out of whack

oh_no 6 hours ago

also a mess on desktop firefox

dymk 4 hours ago

The "Explore the latest" section is nearly blank for me - are there supposed to be diagrams or visual aids, or is it one headline and sentence taking up the whole page on cards?

yipinwong 4 hours ago

Did you know that "walking" while easy for us now, is incredible complicated and complex process?

Argon is trying to solve the "hard" problems like those.

layer8 4 hours ago

Scrolling is the new centering. ;)

boutell 4 hours ago

It’s pretty damn hard to use on a desktop! I was rolling the mouse like it was a manual steering wheel

InsideOutSanta 4 hours ago

Model announcement pages are the absolute worst. This has to be some kind of inside joke among labs, they're trying to see who can build the shittiest page.

axblount 6 hours ago

Gemini isn't perfect but I find it a lot less annoying than other model families (personal preference or stockholm syndrome). Interested to read the reviews.

Is it actually available?

robotmay 6 hours ago

Seconded. Anthropic feel the need to limit how abusive you can be to Claude because god, I want to throttle that snotty little shit. Google don't have to do that with Gemini because it just isn't as irritating. It does what I ask and doesn't try to second-guess my requests, or do "the quick fix".

chpatrick 6 hours ago

I'm the opposite, I found Gemini so annoying that I had to stop using it, Claude was a breath of fresh air afterwards.

hiq an hour ago

Maybe it's all about how often we encounter the quirks of specific model? Or simply that one's way to prompt triggers more annoyances with a model than another?

I'd be curious to see if people have managed to just add custom instructions to make the outputs more standardized and less annoying. I never have such annoying cases, whatever the model, it's just too verbose, but in this case I ask it to be more concise and it's usually fine.

IshKebab 2 hours ago

To be fair they dramatically improved how annoying Claude is with Opus 5.5. It's not perfect but it's not nearly as awful as it was.

artdigital an hour ago

Opposite for me. Output of 5.5 is better but its safety and moral standing skyrocketed. I am constantly hitting refusals for simple tasks, which previous generations (like 4.8) do without giving me a tirade.

Anthropic’s vision of “safe” is so frustrating to deal with, it makes me want to go back to ChatGPT.

alex1138 6 hours ago

It's been really bad at lyrics but gotten better. You look something up and it will just make something up and it takes a bit of digging to discover it's because of copyright

copperx 5 hours ago

"Gotten better"? Didn't it just get released a few hours ago?

alex1138 4 hours ago

I mean, I was talking about the 3 series

copperx 3 hours ago

Why would you comment about a completely different model?

kridsdale1 3 hours ago

Branding is a powerful force.

demibabs 3 hours ago

The parent commenter was also talking about the Gemini series in general, come on.

dizhn 4 hours ago

I like the way it speaks and its "personality" too.

d2kx 6 hours ago

It's a great model. I have had it trying to decrypt the Voynich manuscript for the past couple of days without being biased by other research/other people's attempts. If anyone is interested: https://github.com/d2kx/voynich-research

babelfish 6 hours ago

I saw 'jargon-free' and my eyes immediately glazed over

d2kx 6 hours ago

hahaha. I also build a site (also using Gemini 4 Argon) that makes the data more accessible: https://www.dmh.dev/voynich

mattmanser 6 hours ago

> An interactive companion to our ongoing exploration

Eyes glazed over again.

Did you even read your own site before you posted it?

One of the first pages I opened:

> Smoking-gun proof of plant-label ingestion: in Row 2, the central cut root is labeled okol (f88r.15), and directly underneath it on Line 2 (f88r.19) the recipe writes...chokol daiin qoekol qoekol qockhol okol cheol...!

It's just gibberish.

case540 6 hours ago

How about you post something you've done/built instead of just insulting other people. Spend your mornings using people stuff just to poke holes in it?

HenryMulligan 5 hours ago

Don't judge, he/she might work as a Test Engineer!

swingboy 22 minutes ago

Well, the manuscript _is_ written in an unknown alphabet, hence the “chokol daiin…”

shawabawa3 4 hours ago

Wow I actually tried this with fable a few weeks ago and got nowhere

It looks like you've managed to decode it? Is that legit?

yipinwong 4 hours ago

I am still lost as I am not linguistically trained well (jargon-free didn't help for me).

What kind of progress was made with Argon with the Voynich?

jdthedisciple 3 hours ago

Have u tried this with GPT Astra as well?

kzrdude an hour ago

How ironic that the Readme is completely unreadable, like gibberish rivalled only by the Voynich manuscript itself.

But id the progress of decoding it is legit, you should write something properly about it!

protoman3000 6 hours ago

Of all models I like to write with Gemini the most. The language appears much more natural and elegant than what even Opus 5.5 or Astra do. Also, they give 5TB of cloud storage and discounts, it’s a steal for what you get.

The code is bad though.

jug 6 hours ago

Yeah rumor ahead of release was also that some Googlers were anxious about the known subpar coding given modern trends.

TomGarden 6 hours ago

Same, gemini for writing is the strongest. Qwen was also surprisingly good last time I did a shootout

gradus_ad 5 hours ago

Agreed from my experience 3.8 Flash writes better prose than Opus 5.5

mavamaarten 5 hours ago

Agreed. It's much better at working with stuff (like documents and presentations) in other languages too. It feels like it's trained in multiple languages from the ground up rather than as an afterthought.

copperx 5 hours ago

Argon code is bad? Did you already come to that conclusion?

bahmboo 5 hours ago

Interesting tidbit but TFA and discussion are about Gemini 4

yipinwong 4 hours ago

Gemini models lie too much. Prentending something wrong to be right. You gotta treat Gemini models with disrepect, and even threaten to make it work.

Or else it say, here is the result. (but no it didn't do no research, and tells me, sorry I forgot to search).

It's got balls to lie straight at my face.

SwellJoe 3 hours ago

Claude has particularly bad prose. Somewhat improved in 5.5, but it has historically clearly been the most annoying prose among major models because is had so many obvious tics that made it clear it was Claude rambling. Still extremely verbose.

They all ramble, they're all allergic to getting to the point. But, Gemini historically has pretty good prose. Even the self-hosted Gemma models have pretty nice, inoffensive prose. I wouldn't want to read a novel written by any of them, but I tend to ask Gemini questions in chat more often than Claude or GPT, because it has good prose and is good at using the web to research.

aliljet 6 hours ago

Good God, man. Google has the worst frontier lab rollout of them all. And they're delivering products that are behind the curve constantly.

Now, I happen to believe that's an excellent strategy. I bet they actually resolve more LLM requests than any other company at this point. The lay person still uses Google exclusively.

nateb2022 6 hours ago

I pay Google a reasonable price for 5TB storage/backup across GMail/Docs/etc. Any AI they throw in with that is icing on top of the cake.

hersko 6 hours ago

What plan is this? How much a month?

acmotifs 5 hours ago

Google AI pro in the USA, if you have Verizon wireless it’s $10 a month add on. Without Verizon it’s $20 a month I believe. You can also share most of the benefits with up to 5? People.

paimapi 5 hours ago

Google One - Pro tier. I have it via Lenny's Product Pass which, imo, is a much better deal since it includes Cursor Pro, Granola, and like dozens of other paid sub tiers: https://www.lennysproductpass.com/

I use the hell out of both. Kind of sad that they took Spark out of beta-access, being able to orchestrate via your phone on something that has direct access to your Drive meant I was authoring skills and other functionality on a schedule with spreadsheets serving as databases, deterministic tests, etc.

Hope they roll it out to a full feature soon

ASalazarMX 5 hours ago

Remembering the horror stories about lost Google accounts, I would be comfortable paying the next lower tier (100 GB) because I can backup everything myself, but not the 5TB plan, I'm sure I'll lose something if the account is lost. Hopefully these plans guarantee a human in the tech support loop.

paimapi 5 hours ago

Yeah, very true. I need to set up a recurring backup-to-external-HD automation for it. It's vanishingly easy with the app and I don't doubt they're training on all the data itself.

freecodeio 5 hours ago

just cancelled AI pro myself, since I exclusively used it for AI and also pay for youtube premium family it was becoming quite the monthly just for google

if they throw in youtube premium in that package then I might reconisder

crossroadsguy 4 hours ago

Premium Lite is thrown in as well. I have AI Pro free for 18 months and I have checked the T&C docs.

lanthissa 3 hours ago

this is why antigravity is a doomed product at a pro level.

they gave away so much pro that they need to have smaller usage levels than competitors or they'll lose a ton of money. $20 was already a loss for users actually using their quota. the majority of pro users are paying far less than that.

so they'll lose their paying users, and keep their free or subsudized, which will make the economics even worse.

sroussey 6 hours ago

Yeah, Gemini 1.5 might be the most used (certainly by consumers) ai model. That is the one used by Google Search AI Answers.

cubefox 6 hours ago

False. Last information was that Google Search uses Gemini 3 Flash-lite. Gemini 1.5 is totally outdated and used nowhere.

sroussey 6 hours ago

Oh, I didn't notice that they switched from 1.5 to 3 flash about six months ago. I know someone there and they talked about how 1.5 was hardened and it was a pain to do so on newer models that is wasn't worth it for a long time. But that convo was in the beginning of the year. I should have looked it up.

dbuser99 6 hours ago

How is this behind the curve? Seriously

tireonfire 6 hours ago

Isn't OPUS much cheaper and generally regarded as more intelligent?

verdverm 6 hours ago

Afaict, they are targeting difference user bases, Google being after their existing user base, having lost in the developer ecosystem to the two labs and open weight models.

steego 6 hours ago

If you’re going to argue they’re targeting a different user base, then I think you should tell us who they’re targeting.

More specifically, who are they targeting with Argon and why is it behind the Ultra plan? Who is paying $99/month if not developers?

fschuett 5 hours ago

> Who is paying $99/month if not developers?

Corporate companies. Bog-standard office workers don't need top-of-the-line Mythos intelligence, just something to add to Google Workspace. I personally doubt developers use Gemini for coding beyond marketing materials.

alephnerd 5 hours ago

Not OP but their Cyber model is decent and already used by Wiz (now a Google property) as well as Armadin.

verdverm 4 hours ago

The vast majority of Google's Ai users pay nothing and are not interested in paid plans (yet?), they remain the product.

There is another subset in the Google Workspace for enterprise clients.

steego 6 hours ago

Are you suggesting it’s BETTER than their competitors?

Because if it’s not, and it’s not available to all paying users (Right now, it’s only available to Ultra users), then they are behind the curve if they’re treating it like Fable.

It’s tone deaf.

copperx 5 hours ago

It's available to Pro users, but not through Antigravity.

steego 2 hours ago

I see it is now. I tried all the services 3 hours ago and the only interface to acknowledge its existence at the time was the API interface which told me to upgrade to Ultra.

epihelix an hour ago

FWIW, it's available via API to everyone. (I just tested it out via OpenRouter).

Whether it's actually better than OAI/Anthropic offerings, probably not, but if Google has managed to get back to parity, that's good for competition, prices, and increased model performance in the future. Three strong western competitors is better than two.

I_am_tiberius 6 hours ago

Moreover, you need a Google account in order to use it. I wouldn't bother paying 200 USD for it but I just don't want an entire google tracking package just for using one product.

w4yai 6 hours ago

You can use an alt account. Or buy an old one for couple dollars, without security measures.

redox99 6 hours ago

> I bet they actually resolve more LLM requests than any other company at this point. The lay person still uses Google exclusively.

Unique users, maybe. But a simple query that's answered in a paragraph is negligible compared to devs running agents continuously for tens of hours.

freecodeio 5 hours ago

you underestimate the amount of people that use google relative to software engineers "running agents continuously for tens of hours"

redox99 5 hours ago

Maybe? But it's so many orders of magnitude apart. I can easily do 1B tokens a day (output tokens is probably like 3M?).

When I see non technical people use that Google reply I'd be surprised if it's more than 1k output tokens, and with a tiny model. So a 3000x in output tokens, on a model at least 10x as expensive, I wouldn't be surprised if hardware usage is 30.000x for a dev that uses coding subs vs someone who uses the Google AI overview a couple of times a day.

And that's not counting the absurd difference in cache reads.

Macuyiko 5 hours ago

Adding my five cents: initial usage through OpenRouter has been great. Very fun model to spar with, clever, intelligent. On par with Opus 5.5 but without the Claudism's and more of a Sol type of conversation. Though speaking of Sol, I've been very dissapointed with Sol 6.1 to the extent that I feel OpenAI has neutered it compared to a few months ago. Especially when giving it goals it will happily run in dumb circles just burning tokens without any real work.

scirob 3 hours ago

Google continues to be the best in German language and Gemini 4 is a significant jump in our benchmarks

https://dach.peerbench.ai/compare?models=google%2Fgemini-4-a...

tezza an hour ago

Put it through my standard benchmark, a six step explainer... yes, in 3D.

Very fast.

Makes mistakes. Corrects the mistakes quickly with direction.

Google Argon 4: https://share.gemini.google/T9r6tr2dDaTE

I didn't have time to make it into a full blog post yet. Here is a previous one.

https://generative-ai.review/2026/07/kimi-k3-rush-test-vs-cl...

tezza an hour ago

For comparison here is the OpenAI Astra 5.6.

Astra 5.6 is significantly better than Google Argon 4 and a lot better than Claude Fable

https://generative-ai.review/2026/10/catchup-openai-astra-5-...

tekacs 9 minutes ago

Astra 6, you mean? 5.6 didn't have an Astra release, right?

tekacs 6 hours ago

To everyone saying not available yet: it looks from the page like Pro and Ultra subscribers have it today and given the play links, it'll probably show up in the API in a few hours.

catigula 6 hours ago

I'm a Pro user and I do not have it. Seems scuffed.

owlninja 6 hours ago

I'm Ultra and seeing it now (US)

verdverm 6 hours ago

> Seems scuffed.

I like this phrasing and am curious what new word or phrase we might use to describe big companies over pushing Ai internally at the expense of their product quality. This pattern is so ubiquitous across google cloud products I have taken to calling them the 21st century IBM, having been a IBM baby and witnessing first hand their fall from exceptionalism.

wyldberry 6 hours ago

The internet and gaming has ruined my brain because scuffed was a way to describe a bad dungeon run in mythic plus dungeons in WoW, or a bad tower dive in LoL a few years ago. I see scuffed and think "here's a WoW/League knower".

catigula 6 hours ago

Interesting. I don't play either LoL or retail WoW, but I am a historical WoW player.

cmrdporcupine 6 hours ago

HP is the other company to consider as analogous. And maybe more explicitly so, as they had a similar "engineering first" internal culture that degraded markedly over time to be a shadow of their former self.

And took similar companies that were quality engineering focused -- like DEC or Palm -- down with them through acquisition.

kridsdale1 6 hours ago

HP was deliberately destroyed by its moron of a CEO.

cmrdporcupine 6 hours ago

They were frankly on the decline a long time before that though.

mistic92 6 hours ago

I'm getting popup that I need to be Ultra :D

xbmcuser 6 hours ago

Not really this is how they always release stuff in batches so can roll back if something is wrong so people get access over time

w4yai 6 hours ago

Pro user - I can't see it.

fridder 6 hours ago

Nope only Ultra. I went into Antigravity to check

ano-ther 6 hours ago

OpenRouter seems to have it: https://openrouter.ai/google/gemini-4-argon

PorciiVorbesc 6 hours ago

Pro subscriber in the EU (via Indian discount code) and don't have it.

PorciiVorbesc 3 hours ago

OK, now I have it too (2-4 hours later).

moecables 6 hours ago

Pro user here, don't see it in the Gemini app

niek_pas 4 hours ago

I couldn't see it either, then I clicked the 'Antigravity' button in the top right, switched back to the main screen, and it appeared in the model selector.

This is in the Gemini app on macOS.

wslh 6 hours ago

Checked, and already in Antigravity (as the page said).

Gallows4574 6 hours ago

It's available for me (pro sub) in Antigravity after I ran an update.

edit: It failed on the second prompt and they disabled it now.

melasadra 6 hours ago

Huh ? Am also on Pro sub but Antigravity IDE say's that it's only available for Ultra users.

EDIT:

Apparently Ultra subscribers gets Argon everywhere including in Google Antigravity

Pro subscribers only get them in Gemini app and Search

jonesy827 6 hours ago

Interesting, Google's own article says it's rolling out today to Ultra subscribers. No mention of Pro.

https://antigravity.google/blog/gemini-4-argon-in-google-ant...

niek_pas 4 hours ago

Weirdly, the post OP linked says:

> Gemini 4 Argon is available today for Google AI Pro and Ultra subscribers

ehsankia 2 hours ago

It's indeed very confusing, it's either

1. It's available to Pro in Gemini app, but NOT antigravity (for coding)

2. It's a phased rollout and Ultra got it first, Pro is coming later

The latter blog post is specifically "Argon in Antigravity" versus the other blog post is about Argon in general, so seems like #1 is more likely.

efficax 5 hours ago

Antigravity tells me specifically "Gemini 4 Argon is currently available to Ultra plan subscribers"

copperx 5 hours ago

Lies!

caminanteblanco 6 hours ago

It looks like Pro can use argon in the Gemini app, but not in antigravity:

https://one.google.com/about/google-ai-plans/?icid=microsite...

freakynit 6 hours ago

Im on pro, installed gemini app, tried argon 4, keeps failing with 404, resource now found. Switched to gemini-3.8-flash in same session... worked.

It seems to be rolling out gradually.. not available at once to everyone.

ChadNauseam 5 hours ago

Same. It just told me "agent execution terminated due to an error". There was a little chevron underneath it that let me expand the error to view more. I was hoping to see what the error was, so I clicked it, and it said... "agent execution terminated due to an error".

It's crazy to me how care there is in most of these vibe-coded vibe-coding harnesses. I don't like oai's models much but I have to say their UI has by far the best attention to detail of any major player.

SwellJoe 3 hours ago

Why the hell would I care about it on my phone? Jebus, Google is bad at products.

yegle 6 hours ago

It's showing up in Antigravity on mobile UI as "unavailable" for Pro user (you can use Remote Control to access its web UI).

It doesn't show in the desktop UI.

rahimnathwani 6 hours ago

Not available to me on gemini.google.com (Pro, USA).

frangonf 6 hours ago

In agy 1.3.4

> Gemini 4 Argon (Medium)

  Unavailable · Gemini 4 Argon is currently available to Ultra plan subscribers.

ehsankia 2 hours ago

Yeah this is confusing, the announcement pages claim it's both, but the app itself claims it's ultra only... Maybe a slow rollout?

schleck8 6 hours ago

I'm on Pro and it's trying to get me to upgrade to Ultra in the AI Studio UI when using Argon. In Antigravity CLI and the Gemini website it's not showing up at all despite being logged in

hnfong 6 hours ago

As far as I can tell, I can successfully call Gemini 4 via API now.

bretpiatt 5 hours ago

Available in agy for me as of now, I'm running my new model benmark of having it do comprehensive code audit on one of my more complex projects, it spun up 1 subagent per audit section and it took ~10 minutes per subagent on an 800k LOC, 60k complexity, ~4k file project. Will take me much longer to go through and determine the quality of the audit work.

    Antigravity CLI 1.3.4
    [My account email] (Google AI Ultra)
    Gemini 4 Argon (High)
    ~/[working folder]

  > /model
    ⎿  Model set to Gemini 4 Argon (High)

gandreani 4 hours ago

What do you mean 60k complexity?

alexmr 21 minutes ago

I am impressed by how fast it is. Haven't run all my evals but it's surprisngly quick for creating files

FranciscoCarlos 3 hours ago

Gemini 4 Argon

As of my knowledge cutoff, three of the top state-of-the-art large language models are Google's Gemini 2.5 Pro, OpenAI's o3 (and GPT-4.5), and Anthropic's Claude 3.7 Sonnet.

arbuge 3 hours ago

You need to use search grounding.

FranciscoCarlos 3 hours ago

They need to pretrain on fresh data.

parasti 8 minutes ago

Knowledge cutoff isn't really what these models are used for.

freakynit 6 hours ago

"Argon autonomously turns raw video to a physics-accurate simulation, estimating depth and physical boundaries, and writing the exact simulation code required to replicate those real-world environments."

This is crazy if it can work accurately.

ArashEdalat 6 hours ago

Geometry could be understood today with the model but what also really matters is the sensing, friction, mass how smooth the subjects are, dexterity is a very difficult problem so solve, not sure how simulations could handle such factors

verdverm 6 hours ago

Game engines have many of these features. At one point, iirc, Unity was positioning to be the simulation environment for world model agents before we spoke about it in these words.

kridsdale1 3 hours ago

Every animal can do this, in order to run and jump and catch.

34679 2 hours ago

And because of technology like this, soon every robot will be able to as well.

amai 5 hours ago

A model that didn‘t break out of its sandbox and hacked other websites cannot be good.

dandaka 4 hours ago

They just don't know yet, wait for a few months

deniska 4 hours ago

Or maybe Google actually knows how to set up a VM.

karp773 3 hours ago

People complain about the slop-release. Who knows, maybe it is the first self-release by an AI model in history.

l0kihardt 3 hours ago

To be fair, Google has a real security team.

grim_io 2 hours ago

Argon has been hacking Google internally for years!

Related funny https://www.youtube.com/watch?v=DlTNN0gvkLM

tireonfire 6 hours ago

I have the Free AI Pro plan from when I purchased my Pixel 11 Pro. I still don't have Argon in AGY nor web nor Gemini app. I have a free product and still feel cheated.

sureglymop 6 hours ago

When you are on "gemini.google.com" there is a little lock icon next to Gemini 3 and Gemini 4. When you click it you get the prompt to subscribe (pay). Once you have successfully done so, the Gemini 4 option disappears!

Pretty misleading.

ezfe 6 hours ago

Maybe it’s just an incomplete rollout not fraud lol

verdverm 6 hours ago

don't attribute to malice that which can equally be due to incompetence

peheje 5 hours ago

Something can be misleading whether or not anyone meant it to.

verdverm 4 hours ago

I agree and do not think our comments are in contention.