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▲ Token-maxxing is dead, OpenRouter's token usage plateaus(openrouter.ai)
21 points by pranshuchittora an hour ago | 15 comments
▲simonw 28 minutes ago | parent | next [-]

There are a few problems with using OpenRouter's public statistics to make statements about the wider field:

- It only tracks companies that have decided to use OpenRouter to help them switch models - which biases towards companies that like open weights. Anyone using OpenAI or Anthropic directly is much less likely to be represented.

- OpenRouter don't share the number of unique users represented in those numbers. I worry a lot about whales - are there a few giant users of OpenRouter who, if they change their preferred model, instantly affect the global leaderboards?

In this case I suspect the numbers are affected by the release of Claude Haiku 5.5 and GPT-6 Luna - both excellent inexpensive models, which may well take market share from some of the models that OpenRouter is serving. OpenAI and Anthropic have the most mature client support so I expect it's more likely people will switch away from OpenRouter if those are their daily drivers.

Happy to be convinced otherwise if anyone has useful data that I've missed.

▲calebkaiser 6 minutes ago | parent | next [-]

I had the same thoughts. I like OpenRouter a lot and still use them, but these numbers make me think more about how much more crowded the space has become. In the last year, you've had startups completely pivot into this niche (Respan and Requesty off the top of my head) who have lots of usage, infra companies like DeepInfra have really leaned in hard to the "serverless interface for open models" positioning, some of the popular harnesses that previously were complimentary to OpenRouter now sell their own gateway/subscription (OpenCode, Nous), and the subscription discount for Claude/Codex is wildly lopsided vs API pricing for solo devs.

▲sheeshkebab 5 minutes ago | parent | prev | next [-]

Developers are no longer as excited about this stuff, and non developers either don’t care since it doesn’t solve their issues or quite openly hostile to this tech… companies are also starting to back off since other than some very limited cases it’s just extra costs that no one wants to see.

▲psadri 14 minutes ago | parent | prev [-]

Luna is incredible for the price but I find 6 to be worse than 5.6.

▲CoolestBeans 5 minutes ago | parent | prev | next [-]

I don't think you can draw an accurate narrative from two data points but I'm going to do it anyway. This and the slowing in revenue growth at Anthropic are not terrific signs. This should be the era of exponential growth for the AI industry. Even if the unit economics are sound at these prices, companies really need more revenue to service their current debt obligations and for now that can't come from price it has to come from volume. Furthermore, this is OpenRouter's statistics which partially represents the cost conscious section of the market and this doesn't line up with an induced demand story.

Again, two data points do not make a full story but if you're an AI bull this is not what you want to see.

▲rideontime 3 minutes ago | parent [-]

Not terrific signs for the AI industry or the economies that have come to depend on them, perhaps.

▲bunderbunder 4 minutes ago | parent | prev | next [-]

I don’t think we can conclude that from this graph. Look at all the earlier points in time where it “flattened out” for about as many months. We tend to unconsciously overlook them because, with a sharp rise on either side, it obviously looks like noise.

I can’t make the same assumption here because I can only see what’s on the left, but that in no way implies that the opposite assumption is any more warranted.

▲obilgic 7 minutes ago | parent | prev | next [-]

The bigger problem is not token consumption plateauing, total token spent is lot lower than before. we are at %20 of our total peak spent. compared to couple months ago.

We are able to purchase similar level intelligence at much lower prices now. Even sonnet 5.5 is becoming an overkill for most of our agentic workload.

ps. our total token usage last 30 days is around 30B

▲jedberg 28 minutes ago | parent | prev | next [-]

Or maybe Codex/Claude Code got better and more people are just using those?

Or more people are using harnesses that do what openrouter does so they don't need it anymore?

Or they are using other GPU providers directly to run their open source models?

I don't think this data is conclusive. It's a very unique subset who are using openrouter.

▲noosphr 12 minutes ago | parent | prev | next [-]

I've had a hell of a time with more complex model setups in open router and have gone to just using the underlying APIs directly.

▲dingaling911 10 minutes ago | parent [-]

Elaborate on the setup please?

▲abalashov 23 minutes ago | parent | prev | next [-]

While we don't "token-maxx", our usage of Kimi K3, GLM 5.3, MiMo and Qwen goes up, up, up -- with Kimi K3 dominating. Our usage of Claude Code and OpenAI has been nonexistent for a year and a half...

▲jpalawaga 41 minutes ago | parent | prev | next [-]

Dead just like it was in June?

▲epsteingpt 35 minutes ago | parent | prev [-]

Absolutely sure this is bullish.

▲meredithbloom 26 minutes ago | parent [-]

It is. The graph on their front page shows exponential growth.