AI model usage

Usage through Nov 4, 2026 (UTC) · 62 models from 21 labs · tokens processed on OpenRouter

Updated daily GPU prices Guide

How much AI developers are using, and whose models they choose, measured in the tokens that pass through OpenRouter. This shows developer demand and model share. It does not show dollars or total industry spend; the guide explains why.

Tokens, last 7 days+11%
208T
through Nov 4, 2026
Growth over a year
35x
5.51T to 194T a week
Largest lab
39.1%
DeepSeek, share of tokens
Top model
27.7%
DeepSeek V4.1 Flash 1017

Weekly tokens by lab

Complete weeks only, Monday to Sunday UTC. Source: OpenRouter (openrouter.ai/rankings), as of Nov 5, 2026. Licensed under CC BY 4.0. Lab totals, shares and changes are calculated by Frenzy Capital from that data.

Labs, last 7 days

LabTokensShareChange30d
DeepSeek 81.3T 39.1% +4.7 pts 32.9%
OpenAI 20.4T 9.8% +1.1 pts 8.5%
Z.ai 20.4T 9.8% −1.5 pts 10.5%
Anthropic 12.9T 6.2% −1.3 pts 7.0%
TencentTCEHY 12.3T 5.9% −0.5 pts 6.4%
StepFun 7.19T 3.5% +0.5 pts 4.3%
NVIDIANVDA 7.11T 3.4% −0.4 pts 4.2%
MiniMax 6.87T 3.3% −0.8 pts 3.5%
Moonshot AI 5.51T 2.7% +0.9 pts 1.7%
GoogleGOOGL 5.10T 2.5% −0.1 pts 2.9%
Typesafe 4.71T 2.3% −0.4 pts 2.3%
XiaomiXIACY 3.67T 1.8% −1.2 pts 4.7%
MetaMETA 2.62T 1.3% −0.1 pts 1.6%
QwenBABA 1.88T 0.9% +0.1 pts 0.9%
Upstage 1.75T 0.8% −0.1 pts 1.0%
Dots Studio 748B 0.4% 0.0 pts 0.4%
Stealth models 570B 0.3% +0.3 pts <0.1%
Poolside 322B 0.2% −0.3 pts 0.4%
Thinking Machines 266B 0.1% 0.0 pts <0.1%
Perplexity 121B <0.1% +0.1 pts <0.1%
Mistral 48.9B <0.1% 0.0 pts <0.1%
Outside top 50 11.9T 5.7% −0.7 pts 6.4%

A ticker marks a lab inside a listed company. Source: OpenRouter, as of Nov 5, 2026.

Top models, last 7 days

#ModelLabTokensShareChange
1 DeepSeek V4.1 Flash 1017 DeepSeek 57.6T 27.7% +46%
2 DeepSeek V4.1 Flash DeepSeek 16.2T 7.8% −2%
3 GLM 5.3 Flash Z.ai 15.9T 7.7% +6%
4 GPT-6 Luna OpenAI 8.95T 4.3% −7%
5 Hy4 preview Tencent 8.10T 3.9% −10%
6 Claude Opus 5.5 Anthropic 6.81T 3.3% −13%
7 Step 5 Preview StepFun 6.73T 3.2% +25%
8 MiniMax M3.1 Flash MiniMax 6.35T 3.1% +101%
9 GPT-5.6 Luna OpenAI 5.25T 2.5% +163%
10 GPT-6.1 Sol OpenAI 4.11T 2.0% +34%
11 DeepSeek V4 Flash 0731 DeepSeek 3.71T 1.8% −9%
12 GLM 5.3 Z.ai 3.58T 1.7% −30%
13 Kimi K3.1 Pro Moonshot AI 3.34T 1.6% +166%
14 Jev 1.13 Typesafe 3.02T 1.5% −6%
15 Hy3 Tencent 2.95T 1.4% −3%
16 Nemotron 3 Ultra (free) NVIDIA 2.94T 1.4% −34%
17 Claude Haiku 5.5 Anthropic 2.86T 1.4% 0%
18 Nemotron 3.5 Super VL (free) NVIDIA 2.80T 1.3% +60%
19 Muse Spark 1.3 Contributor Meta 2.62T 1.3% 0%
20 MiMo-V2.6-Flash Xiaomi 2.57T 1.2% −37%
21 Claude Sonnet 5.5 Anthropic 2.50T 1.2% +1%
22 DeepSeek V4 Flash 0423 DeepSeek 2.48T 1.2% −13%
23 Kimi K3 Moonshot AI 2.17T 1.0% +11%
24 Jev 1.14 Typesafe 1.69T 0.8% −7%
25 Gemini 3.8 Flash Google 1.52T 0.7% −2%

Each release or variant of a model is counted separately. Source: OpenRouter, as of Nov 5, 2026.

Monthly history

MonthTokensChangeLargest labIts share
Oct 2026 787T +37% DeepSeek 30.4%
Sep 2026 576T +52% DeepSeek 21.5%
Aug 2026 379T +53% DeepSeek 22.4%
Jul 2026 248T +32% DeepSeek 16.7%
Jun 2026 188T +53% DeepSeek 17.1%
May 2026 123T +27% Anthropic 15.3%
Apr 2026 97.1T +16% Anthropic 14.5%
Mar 2026 83.8T +68% Google 14.9%
Feb 2026 49.8T +57% Google 18.1%
Jan 2026 31.7T +22% Google 23.9%
Dec 2025 26.0T −2% Google 22.0%
Nov 2025 26.6T +19% xAI 32.1%
Oct 2025 22.3T +4% xAI 29.8%
Sep 2025 21.4T +43% xAI 29.9%
Aug 2025 15.0T — Google 24.2%
Jul 2025* 11.4T — Google 34.2%
Jun 2025* 9.41T — Google 39.5%
May 2025 9.86T +19% Google 32.6%
Apr 2025 8.29T +30% Google 33.2%
Mar 2025 6.36T +82% Anthropic 35.5%
Feb 2025 3.50T +57% Anthropic 39.8%
Jan 2025 2.23T — Anthropic 49.3%

Finished calendar months, UTC. * The source has no data for one or two days of this month, so it reads slightly low and shows no change. Source: OpenRouter, as of Nov 5, 2026.

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How to read this page

What does this AI usage data measure?

Each figure counts the tokens, input plus output, that AI models processed through OpenRouter, a service developers use to reach models from many labs through one API. A token is a small chunk of text, often described as about three quarters of an English word. Counts are totalled per UTC day, and each release or variant of a model is counted separately.

Does this show how much the industry spends on AI?

No. It shows tokens, not dollars, and it only covers public traffic routed through OpenRouter. Direct contracts with a lab, subscriptions such as ChatGPT or Claude, and cloud platforms such as Amazon Bedrock or Google Vertex AI are not included, and OpenRouter excludes private and zero-data-retention traffic before publishing. Read it as a signal of which models developers choose and how fast that demand is growing.

Why can a lab have a large token share but a smaller share of revenue?

Prices per token can differ by more than tenfold between models, so a lab with low-priced models can process far more tokens than a rival while earning less from them. Token counts also come from each provider's own tokenizer, so a token on one model is not exactly the same as a token on another.

How are lab totals calculated?

OpenRouter publishes the 50 most-used models each day plus one row for everything else. Lab totals here are sums of those daily top 50 rows, so a lab's smaller models can fall into the row labelled outside top 50, and changes for models near the cutoff are approximate. OpenRouter can restate recent figures, so recent days are refreshed at every update.

Source: OpenRouter (openrouter.ai/rankings), as of Nov 5, 2026. Licensed under CC BY 4.0. Lab totals, shares and changes are calculated by Frenzy Capital from that data. This page is for information only and is not financial advice. All trademarks belong to their respective owners.