702 points Philpax 2 hours ago 400 comments
crimsoneer 2 hours ago | parent
Mistral slightly proving me wrong (and I'm not mad).
cbg0 2 hours ago | parent
Philpax 2 hours ago | parent
imjonse 2 hours ago | parent
mcbuilder 2 hours ago | parent
prodigycorp 2 hours ago | parent
Also strong on cyber benchmarks (better than all chinese models), so this is a good defender model.
Lots of people shitting of Mistral for no reason imo. These are pretty good numbers across the board. Definitely good enough to use as a daily driver over other llms, if you have moral qualms with the others. For certain use cases, like cyber security, this may be the go to model.
I like to make fun of europe, but there's lots for mistral to be proud about in this release imo.
i_love_retros 1 hour ago | parent
will4274 1 hour ago | parent
Edit: unfortunately, it's a question that voting does not really permit you to answer on this website.
steinvakt2 1 hour ago | parent
will4274 1 hour ago | parent
WarmWash 1 hour ago | parent
When you are in the 75%ish of the US, it's very easy to make a case that life in the US is better. But we don't really talk about that because it's pretty taboo when poorer people are struggling much more than they would in Europe.
will4274 1 hour ago | parent
femtozer 41 minutes ago | parent
broptimist 40 minutes ago | parent
Median wealth per adult has the USA at #28, below Italy, Spain, Slovenia, and Portugal.
will4274 29 minutes ago | parent
USA 25th percentile 28k to 30k EU-27 50th percentile 24k to 26k.
preg_match 35 minutes ago | parent
jandrewrogers 3 minutes ago | parent
20 years ago this was not the case. The minimum wage in some parts of the US is now higher than the average wage in most of Europe.
The US has a population that will always struggle to survive without government assistance. Per multiple US statistical agencies that is about 10-15% of households.
Jgrubb 54 minutes ago | parent
will4274 20 minutes ago | parent
newswasboring 2 minutes ago | parent
a3w 1 hour ago | parent
If it bears fruits and we build ``it'', everyone dies, which is par, also?
will4274 1 hour ago | parent
cavemandaveman 1 hour ago | parent
ramblerman 1 hour ago | parent
will4274 1 hour ago | parent
ramblerman 1 hour ago | parent
Not a very rigorous economic argument - besides they also don't share an immigration policy, nor a single currency (Denmark)
robk 1 hour ago | parent
suddenlybananas 1 hour ago | parent
kranke155 1 hour ago | parent
ramon156 1 hour ago | parent
Take a look at NLNet vs YC. At NLNet, You set your milestones, do the work and get rewarded.
YC just throws money in the hopes one company is a unicorn. Both support growth, but they're not comparable at all.
i_love_retros 1 hour ago | parent
Maybe you're just bitter?
fearmerchant 45 minutes ago | parent
adventured 41 minutes ago | parent
Edit - never mind, I'll do it, HDI in order:
Iceland, Norway, Switzerland, Denmark, Germany, Sweden, Netherlands, Belgium, Ireland, Finland, UK, US, Slovenia, Austria, Luxembourg, France, Spain, Czechia, Italy, Greece, Poland, Estonia, Lithuania, Portugal, Croatia, Latvia, Slovakia, Hungary, Bulgaria, Romania, Serbia, Russia, Belarus, Bosnia, Moldova, Ukraine
To put that into context, Moldova is on par with Ecuador, Tonga and Dominican Republic.
The US is a country of roughly 340 million people with an HDI above Austria.
will4274 24 minutes ago | parent
I'm frustrated, not bitter. Americans are acutely aware of falling behind China, and rightly concerned about it. Europe is falling behind Alabama, Mexico, and Brazil, and arrogant about it.
bob1029 16 minutes ago | parent
I wonder if this is actually true. I see very few Americans taking every possible opportunity to make bombastic statements about how their lives are better than everyone else's (at least on HN). This conversation seems quite asymmetric from my perspective.
> Maybe you're just bitter?
This comes off as psychological projection.
lukewarm707 1 hour ago | parent
i_love_retros 1 hour ago | parent
mcv 50 minutes ago | parent
And as you can probably tell by now, the first amendment in the US is not actually preventing the US government from promoting a specific religion or silencing speech. It's just words on a paper at this point. Look at the actual practice.
Several European countries do a much better job at protecting the rights described in the first amendment to the US constitution.
lukewarm707 44 minutes ago | parent
Freedom of speech.
> "Look at the actual practice."
The UK does not have that? The situation in the UK is very obtuse. It is confused.
mcv 16 minutes ago | parent
The UK is not the world's biggest champion of free speech, but I think it's still doing better than the US right now.
will4274 6 minutes ago | parent
The president also didn't ban the media - he just didn't allow them in the Whitehouse. This is something we're rightly concerned about and pushing back on.
The UK on the other hand, does ban ordinary speech by ordinary people in their homes. It's orders of magnitude worse than the United States, as any cursory examination would show.
cesarb 17 minutes ago | parent
Also, at least here in Brazil, the way the constitution is amended is by patching it. For instance, our constitutional amendment number 115 (https://www.planalto.gov.br/ccivil_03/constituicao/emendas/e...) patches article 5 of the constitution to add protection of personal data as a right. But we wouldn't talk about "amendment 115", we would instead talk about "article 5 item LXXIX of the constitution"; that is, what matters is the patched text, not the law that patched it.
I don't know about other countries, but it wouldn't surprise me if they take a similar approach.
mcv 14 minutes ago | parent
TacticalCoder 1 hour ago | parent
Well I'm european and... That Switzerland (Europe but not EU) has more companies in the Top 70 by market cap than the entire EU (Switzerland has two, the EU only has ASML) is kinda something that warrants making fun of.
That the biggest European software company is SAP, in 71th position is both sad and tragic: it shows how lame and irrelevant Europe is when it comes to software.
So Europe is nowhere in software and friggin nowhere in hardware: sure it's got ASML but ASML now has officially... Zero customer in Europe. Zero is not much.
Then Japan is at least trying to come back into the game with nano imprint litography. Europe is betting it all on AMSL (which anyway is majoritarily US-owned).
So software: nothing. Hardware: nothing besides ASML.
Overall the EU has six companies in the Top 100 by market cap and they're all, besides ASML, near the bottom of the Top 100.
We could also maybe make a bit fun of how the EU destroyed it's car industry (the main industry in Germany, which is the biggest economy of the union) by handing it all to chinese EVs?
Or what about the US warning the EU, years ago, to not become entirely dependent on Russia for energy? And EU not listening and then seeing its energy price skyrocket when the proverbial shit hit the fan? (Russia attacking Ukraine)
And we could, also, at least make a bit of fun of entire streets in cities like Paris and Brussels that used to have luxury shops and fancy restaurants that are all turned into places selling cheap kebabs? What a great success: I'm sure this one makes the komrades happy. It projects an image of grandeur and success: kebabs.
Or the constant attacks on free speech in the EU. Or the surveillance apparatus that's being put into place.
And let's not forget: there were promises made to Russia to never grow the EU to the east. Then the EU started exciting Russia by saying they'd incorporate Ukraine into the EU: I'm not against that but doing that did trigger a war. And now suddenly the EU is waking up and feeling all warmongering, wanting to dedicate a big percentage of its spending to weapons and tanks and missiles.
The warmongering tiny pet that the EU is is kinda laughable too.
At this point it's more like I don't know what is there left to not make fun of about my EU.
For what's going on is just sad, plain sad.
i_love_retros 1 hour ago | parent
fearmerchant 46 minutes ago | parent
superxpro12 33 minutes ago | parent
aqme28 14 minutes ago | parent
UltraSane 32 minutes ago | parent
This is a good summary.
dr_dshiv 29 minutes ago | parent
-- My imagination of Europe when I was 15 living in Ohio
erichocean 2 hours ago | parent
And if not, why do they exist?
Update: The number of people advocating not innovating is wild. There is no reason why Mistral cannot innovate in ML, they explicitly choose not to. My point is that, given that choice, they should spend their GPU hours differently.
"Sovereign AI" is a joke, there is no substantive difference between a post-trained open weight model from an American or Chinese company and what Mistral is doing today, beyond spending 80% of their GPU hours reproducing a last-gen model's pretraining.
CJefferson 2 hours ago | parent
erichocean 1 hour ago | parent
> that isn't owned
I don't know what definition of open weights you are using, but the "open" part is what allows you to use it without being beholden to American Trillion-dollar companies or the Chinese.
Mistral could do exactly what Cursor does, and post-train the model to meet the needs of Europeans.
That's a far more efficient (and useful!) use of GPUs than yet another pretrain on an outdated model backbone.
embedding-shape 2 hours ago | parent
erichocean 1 hour ago | parent
Wouldn't it be better to do something more like Cursor, and RL on an existing pretrained model if you're not innovating anyway?
notfromhere 1 hour ago | parent
eigenspace 2 hours ago | parent
And if not, why do they exist?
pizzafeelsright 2 hours ago | parent
azan_ 2 hours ago | parent
eigenspace 1 hour ago | parent
Their reason to exist is to ensure the sovereignty of France.
Obviously they would do their job better if they were advancing the state of the art, but it's not like it's pointless if they arent the absolute best.
swiftcoder 2 hours ago | parent
Not everyone is wild about being downstream of either the Chinese or US governments, particularly when it comes to things like cybersecurity
esafak 1 hour ago | parent
tdubey 2 hours ago | parent
irl_zebra 2 hours ago | parent
lucrbvi 1 hour ago | parent
scrubmunch 2 hours ago | parent
nsbk 2 hours ago | parent
Tais-toi et prends mon argent!
4rtem 2 hours ago | parent
maxdo 2 hours ago | parent
Roark66 2 hours ago | parent
I estimate it's coding ability on par with opus 4.6 (but opus definitely beats it on factual knowledge) Still it's a genuinely useful model, when everything else except Anthropic's models (and for only 3 weeks after it came out Google's Gemini 3 pro, before it got merged) are not to me.
I'd live to have one like that but EU made.
saberience 2 hours ago | parent
eigenspace 2 hours ago | parent
I certainly wouldnt have predicted that 10 years ago.
Very glad to see Mistral still in the game even after some big stumbles with Large 3. I deeply hope that this model is 'good enough' that it becomes the European go-to, giving them the resources to keep the pace up.
I'm excited to try this out today.
apexalpha 2 hours ago | parent
Deepseek essentially releases instruction manuals in paper form.
wg0 2 hours ago | parent
fsmedberg 2 hours ago | parent
disgruntledphd2 2 hours ago | parent
DeepSeek is basically a research lab founded by a hedge fund guy, more than anything else.
tacomagick 2 hours ago | parent
rafram 1 hour ago | parent
tacomagick 1 hour ago | parent
_aavaa_ 1 hour ago | parent
Even ignoring monetary subsidies, there are the non-monetary ones: not being sued into oblivious by the government for their countless hacks of other companies and countries, the slaps on the wrist for massive piracy, the waving of environmental (and other) regulations in order to allow their data centres to be built an operated.
rafram 1 hour ago | parent
That's what I'm asking - which monetary subsidies?
> not being sued into oblivious by the government for their countless hacks of other companies and countries
That isn't normally how enforcement works, and it hasn't been very long since they disclosed those breaches. If the victims want to pursue legal action, they can, and they still may!
> the slaps on the wrist for massive piracy
So judges and juries are involved in the subsidization conspiracy, too?
> the waving of environmental (and other) regulations in order to allow their data centres to be built an operated
Sure, though if you think this isn't happening in China too, I have a bridge to sell you.
_aavaa_ 50 minutes ago | parent
> That's what I'm asking - which monetary subsidies?
I am listing for you the non-monetary subsidies, which are just as real and equally important.
> not being sued into oblivious by the government for their countless hacks of other companies and countries
If it was one of the Chinese labs doing this hacking, the government would be stepping in. If it was European labs they'd be stepping in. If it was you or I the government would be stepping in. That is a massive subsidy (they don't have to worry about the same legal fees and exposure) and being allowed to continue doing business is in fact priceless.
> So judges and juries are involved in the subsidization conspiracy, too?
There is no conspiracy. They are objectively operating by a different set of rules than you or I could operate in this market.
> Sure, though if you think this isn't happening in China too, I have a bridge to sell you.
I never said it wasn't, I'm saying that it's happening here and it's a very real subsidy.
dghlsakjg 44 minutes ago | parent
That's just the ones i know off the top of my head in the US. Those programs account for more than 60 billion in committed spend.
antonyt 1 hour ago | parent
oblio 1 hour ago | parent
[1] Where "Bad Things" would be the typical interest, taxes, depreciation, amortisation plus the Anthropic specific employee compensation, LLM training (you know, for the LLM lab), revenue sharing agreements (which is a form of paying for infrastructure), etc.
staticman2 1 hour ago | parent
ai-x 50 minutes ago | parent
For LLMs, marginal cost is just electricity
Bud 1 hour ago | parent
Non-punishment is also not a subsidy; again, words have meanings. Let's use the correct words.
koe123 1 hour ago | parent
fauigerzigerk 1 hour ago | parent
Not arbitrarily banning companies from buying a product from a supplier doesn't meet my definition of the term "subsidy".
ta20240528 11 minutes ago | parent
gabriel666smith 1 hour ago | parent
Microsoft did not pay with money - it paid (mostly) with Azure cloud computing credits. MSOFT is then able to write this off as a loss against tax.
It is generally far more tax-efficient in the US to write a loss in this way than it is to write a loss for a cash investment.
In this case, I believe the difference was ultimately highly significant. When including MSOFT eventually writing-off the deprecating Azure hardware it had used to buy the OpenAI equity, the result was MSOFT's tax reduction being either close-to or exceeding the actual cash value of MSOFT's investment in OpenAI - IIRC.
These examples represent taxes that the US chooses not to collect - the US could choose to make investments like these less tax-efficient. Instead, by making them extremely tax-efficient, the US subsidises the transaction hugely.
runarberg 49 minutes ago | parent
lifeisloving 1 hour ago | parent
Its very xenophobic of you to say China has zero intention of helping humanity, and just wants to "wage economic warfare".
Last time I checked, it was ourselves (USA) waging economic warfare on 2/3rds of the world.
I dont get this cope people have where people have this idea that its impossible for a Chinese company (that make billions of dollars) to have done something by their own merit, but instead its always some Chinese Communist Party conspiracy where the main goal is to destroy America.
Lay off twitter for a bit.
drstewart 1 hour ago | parent
>Last time I checked, it was ourselves (USA) waging economic warefare on 2/3rds of the world.
Up until recently the USA Wasn't waging economic "warefare" on 2/3rds of the world
lifeisloving 1 hour ago | parent
drstewart 1 hour ago | parent
lifeisloving 1 hour ago | parent
China is not a threat to you, or anyone in the West.
infecto 1 hour ago | parent
tsunamifury 1 hour ago | parent
lifeisloving 1 hour ago | parent
Not even our leaders say China is an enemy, ita mostly businessmen who are scared of competition and trying to regulate chinese out of their markets so they can make more money milking us.
infecto 51 minutes ago | parent
lifeisloving 31 minutes ago | parent
fearmerchant 50 minutes ago | parent
kaffekaka 1 hour ago | parent
sixothree 1 hour ago | parent
We hear this about literally every industry the Chinese excel in - that it's only because the government subsidizes them that they succeed. For chip manufacturing, for batteries, for EVs, for solar, for AI. I don't see how the chinese government can afford to subsidize all of these industries and still have them contribute to the GDP.
ygjb 1 hour ago | parent
There is as much to criticize about American hyper scalers and AI labs and the lack of interest in helping humanity or contributing to open source, but that might not be as popular an opinions on this site.
throwa356262 1 hour ago | parent
I think the Chinese government is backing their labs by less direct means. For example cheap electricity and investing in chip manufacturers such as Huawei and cxmt.
Deepseek specifically, is known to operate with minimal resources. The entire company has around 160 employees and every model they release must break even within ten months.
parineum 1 hour ago | parent
It may be that the effect of the backing in both places is essentially equal but this statement is strange. The Chinese government invests directly in Deepseek[1]. Notice the article, in addition to saying the CCP is investing, says Tencent is also a major backer. CCP owns a golden share of Tencent.
[1]https://www.cnbc.com/2026/10/06/deepseek-funding-round.html
atwrk 58 minutes ago | parent
50or05 1 hour ago | parent
Supporting deepseek is just like supporting the Chinese army, no need for that. Though it goes both ways, OpenAi subscription just lowers the cost of the US army as well.
metobehonest 1 hour ago | parent
Good, where do I sign up? At least they aren't exploding little children and generating chaos in the oil market.
https://www.business-humanrights.org/en/latest-news/anthropi...
ndriscoll 52 minutes ago | parent
It's not a subsidy for the Chinese to say they're going to ignore our IP laws. It's a subsidy for us to say we're going to make them and try to push them on the world. It's literally granting a monopoly by legal force. It's very obviously not aligned with the interests of the American people, while China releasing things in the open is.
ismael_rr 51 minutes ago | parent
IOT_Apprentice 32 minutes ago | parent
sys32768 4 minutes ago | parent
dataviz1000 46 minutes ago | parent
philipallstar 37 minutes ago | parent
dataviz1000 25 minutes ago | parent
Ironically your comment will be cloned and used for training.
throwa356262 20 minutes ago | parent
Same goes for US labs, not everyone are as innovative as google deepmind:
https://www.forbes.com/sites/antoniopequenoiv/2026/04/30/elo...
ta20240528 15 minutes ago | parent
reacharavindh 1 hour ago | parent
As a neutral party, this characterization is crazy.
As if the AI companies - Claude and OpenAI are guardians of freedom and humanity and very charitable to the global society without any self interests… “Chinese models are subsidized by the Chinese Government, therefore they’re inherently bad for humanity” is a highly propagandist argument. The politics of US vs China may be whatever it is in reality.. You have one company releasing their models for cheap, actually open sourcing their trained weights, and publishing details of their optimizations and learnings for others to use. The other camp actively “aligning” their models, nerfing their capabilities, hyping their swarm activities from poor sandboxes, and trying their best to lock users into their harnesses and walled platforms. They are subsidized by the capitalist VCs who are essentially waiting for their payouts..
At some point, one has to see things for what they are and evaluate their own reasoning..
I’m happy to stay provider agnostic, try all models and cheer any useful progress as open as possible.
bparsons 1 hour ago | parent
gabriel666smith 1 hour ago | parent
There are many other reasons Chinese companies releasing models open-source or open-weight makes strategic sense.
A really easy-to-understand example is a company who has a near-monopoly on "serving video content" releasing a video model openly.
If you can be relatively certain that video content created by a model (which you have trained, using data from your own platform) will be ultimately served on your own platform, thus generating revenue from watch-hours, it makes sense to make those models as widely-available as possible.
It's also a net-positive if people use your public research to build better video models, because - again - you are reasonably certain that the even-better content those new models produce will be watched on your platform.
The alternative would making models harder to access and learn from (broadly, the current western model). Many would argue that Google, in choosing to not optimise its video generation models for "availability", is directly causing less content to be uploaded to YouTube. This is the trade-off.
I don't know much about DeepSeek's financing specifically, which obviously doesn't release video models - so I don't know how directly this analogy runs, or who directly benefits from the extremely evident rising tide that the public release of DeepSeek's research creates. However, this does not negate the broader rising-tide effect of the scientific method.
It's certainly also true that it's geopolitically beneficial to be able to undercut American labs' models. If I ran a global superpower, I would probably want my country to be technologically competitive too.
But Chinese companies are already serving a huge volume of customers in a complex, existing marketplace, before even thinking about the US market, and it's overly simplistic to assume that their entire strategy revolves around economic warfare directed specifically at the US. It's more nuanced than that.
This is, of course, without even getting into opening the can-of-worms around whether US economic policy also results in the US state functionally subsidising technological innovation, how comparable that is to China's model, etc.
vrganj 1 hour ago | parent
Why are we assuming a strong US is necessarily good? As a European, I have seen plenty of evidence against that stance lately.
I understand that Americans might prefer a strong US. But conflating them with humanity is a leap that I don't think one can make without any backing.
fearmerchant 55 minutes ago | parent
piva00 1 hour ago | parent
The government that removed restrictions on how private companies can access capital after a certain scale (the JOBS Act), that removed the need for private companies to report as if they were a public company after a shareholder threshold was crossed, superpowering the access of wealthy private investors to get in earlier in a growing company while at the same blocking the public from participating in funding growing enterprises at an earlier stage (since it required companies to IPO much earlier to access capital) which allowed retail investors to also reap the rewards on funding them early when they grew to become behemoths (like Amazon, Meta/Facebook, Google, etc.).
It's not fair in either place, the USA has its own model of unfairness, China has a completely different one. The difference is that in the USA the government allows private investors to become more powerful than the State (outside of the monopoly of violence) while plunging the rest of society into increasingly more precarious lives while in China the State is the power and its legitimacy only exists while the population feel they have a better life.
atwrk 1 hour ago | parent
shwaj 8 minutes ago | parent
As a differentiator from the Chinese system, not so much. For two otherwise equal companies, the one that says things against the party line will experience selective enforcement too.
juiceland 1 hour ago | parent
The story is so much more complicated than that, to the point that this economic warfare theory is basically a meme.
Chinese models are open because they don’t have a choice. “When you trail the frontier, openness maximizes reputation per unit of capability. The moment you lead, you close.” [0]
[0] https://earnedintuition.substack.com/p/involution-without-ex...
sicktriple 1 hour ago | parent
waterheater 1 hour ago | parent
yomismoaqui 1 hour ago | parent
NicoJuicy 1 hour ago | parent
SecretDreams 1 hour ago | parent
fearmerchant 49 minutes ago | parent
broabprobe 1 hour ago | parent
shmel 1 hour ago | parent
sourdecor 1 hour ago | parent
Does anyone think that likely? I have no clue or bias.
pianopatrick 39 minutes ago | parent
vagrantJin 1 hour ago | parent
Yes, because everything China does is against the US. That's all they think about day and night. God forbid they want to corner the global market or have a genuine business case. How dare they provide options for those who can't afford a measly $200 a month? How can we let Chinese labs publish research for free for the whole world so that they can benefit? The nerve! To think they can use soft power instead of military might! I mean, Anthropic and OpenAI are the last bastions of human kindness and charity. Right?
Right?
fluidcruft 1 hour ago | parent
Notwithstanding that Chinese publishing methods actually does help both humanity and open-source.
benterix 1 hour ago | parent
Buttons840 58 minutes ago | parent
spyckie2 53 minutes ago | parent
subarctic 45 minutes ago | parent
Shitty-kitty 42 minutes ago | parent
1234letshaveatw 27 minutes ago | parent
IOT_Apprentice 40 minutes ago | parent
ozgung 36 minutes ago | parent
You think extremely US-centric. China has a different economic model than US and your rules for a specific kind of Capitalism may not apply to them. You assume a country of 1.4 Billion people is obsessed with a couple of foreign AI companies. What if they don't care.
MomsAVoxell 27 minutes ago | parent
sajithdilshan 23 minutes ago | parent
jetdeng 14 minutes ago | parent
scotty79 14 minutes ago | parent
Charity and kindness is not a motivation, it's an outcome of what you do.
horacemorace 9 minutes ago | parent
swalsh 1 hour ago | parent
stanac 1 hour ago | parent
toenail 1 hour ago | parent
wg0 57 minutes ago | parent
Its them who chose to outsource heavily, not US consumers.
There are no victims here however, both benefited from the arrangement. The consumers and capitalists.
tokai 1 hour ago | parent
So the most common way to publish manuals?
dvduval 1 hour ago | parent
swingandamiss 59 minutes ago | parent
typ 1 hour ago | parent
porridgeraisin 1 hour ago | parent
fittom 1 hour ago | parent
baxtr 47 minutes ago | parent
scotty79 18 minutes ago | parent
This will cause the picked winner to get massively ahead with sheer compute alone used both for training and inference dedicated to recursive self improvement.
pennomi 14 minutes ago | parent
bushbaba 10 minutes ago | parent
jayd16 8 minutes ago | parent
cyanydeez 12 minutes ago | parent
jamienk 26 minutes ago | parent
bushbaba 11 minutes ago | parent
AIblemblio 2 hours ago | parent
But Opus 5.5/GPT is such a game changer in comparison to sooo many others, its still a moat for now.
eigenspace 2 hours ago | parent
The real question is if this model is good enough that it can still accelerate work, and not be a hindrance to real work like older Mistral models often were.
If they can do that, they'll have customers.
hajile 52 minutes ago | parent
If these companies will steal from deep pockets like Disney or Sony (some of the most infamously litigious copyright trolls to ever exist), they won't think twice of stealing every bit of code you upload to them.
If your code passes through an AI company's servers, you can assume you just gave it to them. In turn, when your competitor tries to copy that new feature you just added, the AI is now trained in exactly how to copy you and eliminate your competitive edge. Unlike your employees, the AI isn't bound by the same rules and even if it were and violated them, your company probably doesn't have enough money to prove it in court (and that's if we somehow reverse some of the stupid "AI is the most transformative use of copyright I've ever seen" judges who have drunk the coolaid).
Most companies could build the compute to run GLM or Kimi models for way less than the potential loss due to IP theft from using third-party systems.
sashank_1509 24 minutes ago | parent
A simple loophole, use the code to create an RLVR environment where the resultant code is the end goal / max reward. Technically the customer data is never trained upon, but effectively you’re using it. Even better, use the code as a seed to generate synthetic data similar to it and use that synthetic data as rewards in an RLVR model.
Unless you can host the ChatGPT model on your own servers, which I know some enterprises are doing, I don’t think there’s any hope of protecting your data / competitive advantage from these frontier companies. Better to be paranoid, than be commodified by these companies.
spiderfarmer 2 hours ago | parent
senordevnyc 2 hours ago | parent
There is no ceiling on what you can accomplish with more intelligence, so there will always be a market for the best models, and that market is likely to just keep growing. If Opus 13.5 can one-shot a profitable company or discover a new disease treatment or whatever you can think of that a swarm of relentless super-geniuses could accomplish, companies (and governments) will throw money at it.
I also think there will always be a market for many sub-frontier models that will continue to grow rapidly as well, because "good enough" is definitely a thing for a given task.
suddenlybananas 1 hour ago | parent
No company would ever release such a thing
sajithdilshan 18 minutes ago | parent
calgoo 2 hours ago | parent
senordevnyc 2 hours ago | parent
ezomode 1 hour ago | parent
And yes, open weights are still behind, but are catching up.
n6242 1 hour ago | parent
"Now, here, you see, it takes all the running you can do, to keep in the same place. If you want to get somewhere else, you must run at least twice as fast as that!"
totallykvothe 1 hour ago | parent
_aavaa_ 1 hour ago | parent
u8080 1 hour ago | parent
wg0 2 hours ago | parent
People who aren't afraid of rolling their sleeves into any code base? The difference is practically zero.
CharlieDigital 1 hour ago | parent
Maybe it's because people stopped watching what their agents are doing and stopped looking at the quality of the output. But I still see agents being absolutely mindless like a junior dev.
Recent example: it updated an an API to add newly released models to the backend. There's a list of models that require specific configuration for the reasoning effort and temperature or the API call fails. GPT 6.1 Sol misses this and code fails at runtime because the newer models need to be added to the list for special handling of temp and reasoning. Fixes it for one model and tests it for that model using an E2E test. But doesn't test the other models that were added for the same error condition...I had to explicitly ask it to do so and it finds them and adds them to the list and says "that's on me."
Yeah, not that smart.
AIblemblio 37 minutes ago | parent
Slartie 30 minutes ago | parent
This works fine with Opus 5.5. But it also works fine with GPT 6.1 Sol, Kimi K3 and MiMo 2.6 Pro.
It doesn't work equally well with Sonnet 5.5, interestingly.
Aldipower 1 hour ago | parent
wavemode 1 hour ago | parent
SyneRyder 1 hour ago | parent
As for Mistral - I got really excited when they said Large 4 was focusing on being #1 in cybersecurity, because that's somewhere that they genuinely could edge out Anthropic & OpenAI. Have it actually solve problems, instead of Anthropic flagging "you tried to find a null pointer exception bug in your own code, we're now reporting you to the US government". But on the Mistral benchmarks I'm seeing, this looks very disappointing, but at least they haven't entirely given up. I genuinely thought Mistral had given up on new general models. They need to learn the bitter lesson all over again.
Systemerror7A69 1 hour ago | parent
The capabilities of all models increasing so much all the time means there are simply less and less tasks you need a frontier model for.
Even if Opus 5.5 is 500x better than Deepseek, if deepseek can solve all my problems, why do I need to pay for more?
user43928 1 hour ago | parent
Obviously any model will do if you use it as a better autocomplete.
I believe that there is a large gap in expectations between different workflows.
Until the AI like reads my mind and produces perfectly production ready apps with minimal intervention from my side, there is still going to be room for improvement.
kragen 52 minutes ago | parent
This morning I elicited a microkernel operating system from Opus 5.5. Well, mostly. It doesn't implement task switching yet; we'll see if it runs into a wall at some point. But it boots in QEMU, and it's running a user process in ring 3 and serving web pages.
sashank_1509 34 minutes ago | parent
But if on the other hand, I mostly use my human intelligence and just need a dumb model to complement my human intelligence at low cost and high speed (say review every commit to catch obvious bugs), I have a much better chance of building an actual moat than you do.
But outside of coding, it’s even more clear that you don’t need frontier intelligence. My customer service agent is very happy with a 100B param Deepseek flash model, thank you!
skerit 1 hour ago | parent
I had the exact same experience. And unlike Fable, it doesn't gobble up your entire usage limit in a few hours.
I always wonder what the "good enough" people are actually using it for.
sashank_1509 30 minutes ago | parent
If Opus can’t 1-shot it, then it must rely on our human intelligence which can be complemented well enough with a dumb model as a frontier model.
eigenspace 1 hour ago | parent
Look at the context in which I used that term 'good enough'.
What i was saying is that there are tasks for which a dumber model can be good enough, and for organizations with sovereignty/ privacy concerns, those concerns can be strong enough to incentivize the use of a dumber model.
bakugo 1 hour ago | parent
I hear this literally every other week about whatever the newest FoTM model is.
Unless you can provide concrete examples of things you can do with them that you simply couldn't do with last week's model, it's absolutely meaningless.
spaceman_2020 1 hour ago | parent
ygjb 1 hour ago | parent
It's especially the case as more non-Americans look to self hosted models and domestic cloud inference providers using open models that the US providers who are still leading the charge need to drastically drop their prices and find a path to profitability in order to maintain their lead and retain the advantage they had as AI turns into a commodity (which is happening faster than I think even the frontier labs initially predicted).
segmondy 1 hour ago | parent
I use MiMov2.6Pro, DeepSeekv4.1Flash, GLM5.3, Hy4, Qwen3.8 and KimiK3 at home. Opus5.5 is not a game changer.
AIblemblio 44 minutes ago | parent
I have to admit, Sonnet got really good too.
But Opus just uses tools, a broad spectrum of it, etc. it feels like sure if you add some router behind it you could split it up if you need to but if you give me the choice, its opus allll day long.
senordevnyc 2 hours ago | parent
Obviously, this is only a valid question if you don't believe that open weights are about to eat their lunch and their revenue is about to collapse, or they're running a super unprofitable ponzi scheme propped up by investor money that's about to collapse like a house of cards. I don't find those positions credible at all though.
If you do, then this question isn't really for you, as I'm more interested in thoughts from those who think that OpenAI and Anthropic in particular are about to be the largest companies on earth in a couple years. Could anyone catch them at that point?
swiftcoder 2 hours ago | parent
I don't know about revenue, but I suspect multiple other labs are already beating OpenAI/Anthropic on profitability. Staying on the frontier is expensive, and it's hard to recoup those R&D costs when you have a bunch of other labs nipping at your heels.
If you concede the previous point, then the only way for OpenAI/Anthropic to keep growing long term is to swallow the whole economy (i.e. mass job replacemnt), and that's a bet I wouldn't take.
senordevnyc 2 hours ago | parent
richardw 1 hour ago | parent
eigenspace 2 hours ago | parent
If they can carve out a niche of industrial and governmental partners who rely on them for sovereignty reasons, it may be enough.
senordevnyc 2 hours ago | parent
notfromhere 1 hour ago | parent
qoez 1 hour ago | parent
divbzero 1 hour ago | parent
saberience 1 hour ago | parent
kaffekaka 1 hour ago | parent
amelius 1 hour ago | parent
From the Mistral site:
> ML4 was trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs in Mistral’s own datacenters in Europe.
It is pretty capital intensive!
cyanydeez 34 minutes ago | parent
So it makes sense, since all you need is compute, that there's a ceiling and specialization is going to be more valuable then some super AGI.
Especially since the worst people seem to be the ones who think they'll all run away with the bag.
samplifier 30 minutes ago | parent
Disclaimer: I'm not sure how much of an IYKYK factor applies to this joke.
StrauXX 4 minutes ago | parent
apexalpha 2 hours ago | parent
I barely use anything outside of cheap Chinese models on OpenRouter anymore. They are simply (more than) good enough for most of the things I do.
This model looks reasonably cheap. Though not deepseek levels.
Going to test it with Hermes, wondering where it will land in term of capability.
Bon chance, Mistral!
jakozaur 2 hours ago | parent
Otherwise, behind on the broader Pareto frontier, but not by much (Vals Index: 48.05% vs. GLM-5.3’s 53.51%; $13.78 vs. $7.25 per test). Many companies will prefer it over Chinease models.
drob518 1 hour ago | parent
icannotstandit 1 hour ago | parent
I live in EU, use for my personal needs chinese models only, and don't plan to move to any of the ones allied with the Pentagon or its european counterparts.
kouteiheika 1 hour ago | parent
What would you consider a "correct" answer? I just asked deepseek-v4.1-flash asking it what happened (without mentioning the word "protest"; here are some excerpts of what it said:
> In April 1989, students in Beijing began demonstrations after the death of Hu Yaobang, a former Communist Party general secretary. The protests grew. [..] Estimates from other sources range from hundreds to several thousand deaths. [..] The Chinese government describes the events as a counter-revolutionary riot and says the military action was necessary to restore stability. It restricts public discussion of the events inside China. Many other governments, human rights organizations, and observers describe the events as a violent suppression of peaceful protests.
So, let's see... it calls it a "protest", mentions the number of deaths, and even mentions the censorship of the topic by the CCP.
zkmon 2 hours ago | parent
spiderfarmer 2 hours ago | parent
Europe needs profitable AI companies, not money pits.
WinstonSmith84 1 hour ago | parent
mopsi 1 hour ago | parent
> Europe will never have a Tesla, a Google or an Amazon with that mindset.
Great companies, if you have a fetish for peeing into a bottle.fancyfredbot 1 hour ago | parent
I'm not actually sure Tesla is a great company from any perspective so should be easy to find another sick burn for them.
Google is going to be a little more difficult. Maybe say something nasty about advertising? Or go for the monopoly angle.
mopsi 1 hour ago | parent
zkmon 44 minutes ago | parent
dmje 1 hour ago | parent
…oh…wait…
jonkoops 1 hour ago | parent
TomJansen 1 hour ago | parent
fancyfredbot 1 hour ago | parent
A lot of European companies now want a model the US can't cut off, but also lack trust in Chinese models.
Some of these will self host Mistral but most will pay them by the token. It's not going to be a huge market or a huge margin within that market but probably it'll be enough.
Marha01 52 minutes ago | parent
AI is a strategic technology with obvious national security implications. EU should invest in its development whether it's currently profitable or not.
rahen 1 hour ago | parent
AI needs big bucks, and Mistral is Europe’s Anthropic.
idbnstra 35 minutes ago | parent
rahen 32 minutes ago | parent
Iolaum 29 minutes ago | parent
alpineman 1 hour ago | parent
rvz 1 hour ago | parent
Mistral would have gotten a tiny and measly "EU grant" and ASML would never have invested later had it not been for the US VCs.
ofirg 2 hours ago | parent
tosh 2 hours ago | parent
ambicapter 1 hour ago | parent
ocamoss 1 hour ago | parent
If one were to be cynical one could say that it's intentionally making Mistral's result look better than it actually is by making it harder to compare the bar heights.
walrus01 2 hours ago | parent
Luker88 2 hours ago | parent
GLM-5.3: 753B, 40 Active
I was hoping for something that hinted at smaller models too, but I guess not.
Any competition is still good, especially now that the USA AI labs are starting to do regulatory capture.
gandreani 1 hour ago | parent
Good enough to show competence, and instill confidence in the team/company. Later releases can be more efficient.
I think it's a great release with that framing.
baq 1 hour ago | parent
rahen 48 minutes ago | parent
skc 1 hour ago | parent
dom96 1 hour ago | parent
Why isn't this on openrouter yet? Is there a better router that gets models much quicker?
ottomengis 1 hour ago | parent
rarisma 1 hour ago | parent
ThouYS 1 hour ago | parent
bdcravens 1 hour ago | parent
simjnd 1 hour ago | parent
alpineman 1 hour ago | parent
Honestly just nice to see a leader in this space not take themselves so seriously.
lifeisloving 1 hour ago | parent
People usually buy the cheapest, like Deepseek or GLM or they spend on Anthropic/OpenAI subs.. Are these models in the middle getting any users?
On a side note, I wonder if this was the popular free Space Bunny model that left openrouter yesterday.
PunchTornado 45 minutes ago | parent
c0rruptbytes 22 minutes ago | parent
sixhobbits 1 hour ago | parent
> "Try it today" > > There is still more to come. As we work toward releasing the weights, we will share further details on the model architecture, additional benchmarks, and our post-training methodology.
newtonsmethod 1 hour ago | parent
It's just that the open-weights aren't yet available (although the long delay is slightly annoying).
pietz 1 hour ago | parent
simonw 1 hour ago | parent
That setting didn't seem to make any real difference - it added a tiny bit of thinking trace and high actually produced less output tokens than none.
The high bicycle frame is better then the none one though.
Pelicans: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...
(Definitely the best I've seen from any Mistral model: https://simonwillison.net/tags/pelican-riding-a-bicycle+mist... )
inknight 46 minutes ago | parent
Tade0 37 minutes ago | parent
wren6991 37 minutes ago | parent
advisedwang 30 minutes ago | parent
comboy 6 minutes ago | parent
claude-opus-5: Lantern
claude-opus-5-5: Lantern
claude-fable-5-1: Lantern
claude-fable-5: Lantern
gemini-3.8-flash: Zephyr
gemini: Petrichor
qwen3.5-dashscope: Zephyr
glm-5.1: Lantern
gpt-6-astra: Lantern
grok-4: octopus
mimo-v2.5-pro: Breeze
minimax-m2.5: serendipity
kimi2.6-or: Gossamer
grok-4.20: luminescent
deepseek-v4-flash: serendipity
deepseek-v4-pro: Endurance
deepseek-chat: Serendipitydeflator 19 minutes ago | parent
ianpurton 1 hour ago | parent
htrp 1 hour ago | parent
Kim_Bruning 1 hour ago | parent
Maybe I didn't really select mistral 4? Either way, failed completely on question 1 and the next 2 questions were completely off base too. I didn't bother to finish.
Not suitable for my purposes I don't think.
dverlaeckt80 1 hour ago | parent
https://docs.mistral.ai/inference/model-selection-guide?mode...
Cost is stated at half the price of GLM-5.3, which is quite interesting.
jrflo 1 hour ago | parent
jascha_eng 1 hour ago | parent
That's not particularly great.
That said I love that they don't seem to restrict cyber capabilities to any degree and even lean into it.
If the best model for cyber attacks is open for everyone to use it just makes us all safer I think. Of course you then also HAVE to use it or otherwise you're vulnerable, which is a great distribution play.
smartbit 1 hour ago | parent
Inte Cost
llig per
Open Weight model ence Speed Task
Mimo-V.26-Pro 46 47 $0.13
GLM-5.3 (max) 45 73 $2.01
DeepSeek 4.1 Flash Max 39 227 $0.27
Mistral Large 4 Preview 38 116 $1.13jascha_eng 15 minutes ago | parent
Jeeetendra 1 hour ago | parent
valzam 1 hour ago | parent
quadruple 57 minutes ago | parent
> This is particularly important in cybersecurity, where provider-level refusals can block legitimate vulnerability research and incident response, and where losing access to a capability mid-incident can itself become a critical security risk. ML4 pairs top-tier cyber performance with open weights and self-deployment, giving organizations both the capability and the autonomy to run advanced security work under their own policies.
> That top score reflects a practical advantage. Several leading closed models, including Claude Opus 5.5 and GPT-6 Astra, score near zero on the same test because they refuse to perform the task. Yet defending software often starts with proving that a flaw is real, exactly the kind of work safety filters in closed models can block. This matters even more as threat actors increasingly jailbreak those same models to support offensive cyber activity
fancyfredbot 1 hour ago | parent
Investors looking for them to make monopoly profits are going to be disappointed The premium they can extract from consumers for their models will be capped. Tokens are likely to remain close to the cost of compute, a cost which is high but falling fast.
Also, yay Europe! Although the comparison between this and mimo 2.6 is not flattering...
segmondy 1 hour ago | parent
igleria 1 hour ago | parent
pizlonator 1 hour ago | parent
The pricing ($.68 in/$.07 cached/$2.09 out) makes it much cheaper than Kimi K3, GLM 5.3, and Meta Muse Spark 1.3. That's great!
But also much more expensive than GLM 5.3-flash and Spark 1.3 Contributor (the Meta-takes-your-data pricing of Spark 1.3).
So, I think it would have to be significantly better than GLM 5.3-flash to be worth it. GLM 5.3-flash is already very good.
drbscl 1 hour ago | parent
Source https://artificialanalysis.ai/models/mistral-large-4?total-c...
james2doyle 1 hour ago | parent
After that, it will be much closer to GLM 5.3, but you can also get 5.3 in their API! I dont see people really talking about that.
pizlonator 59 minutes ago | parent
barrell 54 minutes ago | parent
goatley 1 hour ago | parent
drbscl 1 hour ago | parent
mchusma 50 minutes ago | parent
I guess lots of token usage.
andhuman 50 minutes ago | parent
> The pace of progress from here will be fast. Stay tuned.
retinaros 45 minutes ago | parent
also they forgot muse spark at 75% while claiming they were outshining all US models?
EDM115 43 minutes ago | parent
manlymuppet 42 minutes ago | parent
Surely we want competition and Europe involved in that, but at this point I have grown used to either American labs smashing the frontier remarkably fast, or Chinese labs getting way, way closer than you would expect them to.
Mistral’s progress, regrettably, feels much slower. This model doesn’t knock anybody’s socks off. The model is (and I hate to be this harsh) mediocre, and this mediocrity has also arrived months late.
This is a pretty grim prognosis for European AI.
simjnd 36 minutes ago | parent
manlymuppet 9 minutes ago | parent
But Chinese models have very much earned their place. The same cannot be said of Europe, so far.
danny_codes 28 minutes ago | parent
LLM development is jumpy. It’s hard to extrapolate very far ahead.
manlymuppet 23 minutes ago | parent
When Europe does surprise us, I will be the first to commend their progress. But until then, this is where we're at.
porridgeraisin 24 minutes ago | parent
This is mistrals first 1T-scale model and I expect the 4th or 5th generation to be close to the best for many purposes.
[1] These evals differ from the public ones like terminal-bench, are sometimes model-specific, need real, diverse usage to actually create, and are held secretly since quality of eval is the first driver behind the next step improvement of a model.
[2] It is not close. This model was trained on less than 4k GPUs, whereas astra used north of 100k GPUs.
manlymuppet 11 minutes ago | parent
And to the point of scale and training cluster, so what? Not only do Chinese labs have smaller clusters with less empowered GPUs, compute is Mistral's responsibility. You can't take away from other labs just because they fulfill that responsibility better.
gabe-santana 10 minutes ago | parent
karannb 5 minutes ago | parent
> The RL run behind this preview is still in flight and shows no sign of saturation -- we will release a final version before the end of the month along with the weights of the model.