OPENROUTER ECOSYSTEM OBSERVATORY
See which AI apps are using which models.
Sightings observes OpenRouter's public traffic rankings and public model pages to map app ↔ model relationships over time.
- Models ranked
- 48
- yesterday, closed UTC day
- Observed apps
- 6789
- after alias collapse
- App ↔ model sightings
- 777
- Latest closed day
- 2026-09-16
Model directory · through 2026-09-16
| Model | Tokens · yesterday | Rank | Top observed app | Apps observed |
|---|---|---|---|---|
| DeepSeek: DeepSeek V4.1 Flashdeepseek/deepseek-v4.1-flashnew | 2.25T | 1 | pi | 5 / 5 observed |
| Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flashnew | 1.80T | 2 | pi | 5 / 5 observed |
| Tencent: Hy4 previewtencent/hy4-previewnew | 1.58T | 3 | Claude Code | 5 / 5 observed |
| DeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash | 1.35T | 4 | OpenClaw | 5 / 5 observed |
| OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna | 1.17T | 5 | Lemonade | 5 / 5 observed |
| Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5 | 1.12T | 6 | ISEKAI ZERO | 5 / 5 observed |
| Tencent: Hy3tencent/hy3 | 756.2B | 7 | Lemonade | 5 / 5 observed |
| Z.ai: GLM 5.3z-ai/glm-5.3new | 545.8B | 9 | Hermes Agent | 5 / 5 observed |
| Google: Gemini 3.8 Flashgoogle/gemini-3.8-flashnew | 389.3B | 10 | Claude Code | 5 / 5 observed |
| OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol | 373.4B | 11 | Hermes Agent | 5 / 5 observed |
| Meta: Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributornew | 325.7B | 12 | Cline | 5 / 5 observed |
| Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 | 273.8B | 13 | Claude Code | 5 / 5 observed |
| Z.ai: GLM 5.2z-ai/glm-5.2 | 246.5B | 14 | Hermes Agent | 5 / 5 observed |
| MiniMax: MiniMax M3minimax/minimax-m3 | 233.1B | 15 | Hermes Agent | 5 / 5 observed |
| MoonshotAI: Kimi K3moonshotai/kimi-k3 | 226.3B | 16 | Hermes Agent | 5 / 5 observed |
| OpenAI: GPT-6 Astraopenai/gpt-6-astranew | 219.9B | 17 | draco-cascade-bench | 5 / 5 observed |
| DeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro | 219.2B | 18 | Cheaper Inference | 5 / 5 observed |
| Upstage: Solar Pro 4upstage/solar-pro4 | 219.0B | 19 | Freebuff | 5 / 5 observed |
| Anthropic: Claude Opus 5anthropic/claude-opus-5 | 193.0B | 20 | Hermes Agent | 5 / 5 observed |
| OpenAI: gpt-oss-120bopenai/gpt-oss-120b | 150.8B | 23 | Mira is the leading AI agent inside Telegram | 5 / 5 observed |
| Union Alphastealth/union-alphanew | 136.1B | 24 | omp | 5 / 5 observed |
| Google: Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 123.2B | 25 | Pocket AI | 5 / 5 observed |
| Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite | 99.8B | 28 | Descript | 5 / 5 observed |
| OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra | 93.9B | 30 | Framer | 5 / 5 observed |
| Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash | 87.9B | 32 | Hermes Agent | 5 / 5 observed |
| Google: Gemini 2.5 Flashgoogle/gemini-2.5-flash | 81.3B | 33 | payready-document-extraction | 5 / 5 observed |
| Google: Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-lite | 78.6B | 34 | AI Broker | 5 / 5 observed |
| Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1new | 73.1B | 36 | Hermes Agent | 5 / 5 observed |
| Qwen: Qwen3.8 Flashqwen/qwen3.8-flashnew | 70.7B | 37 | Hermes Agent | 5 / 5 observed |
| Qwen: Qwen3.7 Flashqwen/qwen3.7-flash | 62.6B | 38 | Hermes Agent | 5 / 5 observed |
| DeepSeek: DeepSeek V3.2deepseek/deepseek-v3.2 | 62.0B | 40 | Janitor AI | 5 / 5 observed |
| SpaceXAI: Grok 4.6x-ai/grok-4.6 | 56.2B | 41 | Hermes Agent | 5 / 5 observed |
| Google: Gemma 4 31Bgoogle/gemma-4-31b-it | 55.4B | 42 | Raylu | 5 / 5 observed |
| Qwen: Qwen3.8 27Bqwen/qwen3.8-27b | 50.2B | 44 | Hermes Agent | 5 / 5 observed |
| OpenAI: GPT-4o-miniopenai/gpt-4o-mini | 48.1B | 46 | Hermes Agent | 5 / 5 observed |
| Google: Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 45.1B | 48 | Freebuff | 5 / 5 observed |
| AionLabs: Aion-2.0aion-labs/aion-2.0 | — | — | not scraped yet | 0 / 5 observed |
| AionLabs: Aion-3.0aion-labs/aion-3.0 | — | — | not scraped yet | 0 / 5 observed |
| AionLabs: Aion-3.0-Miniaion-labs/aion-3.0-mini | — | — | not scraped yet | 0 / 5 observed |
| AionLabs: Aion-RP 1.0 (8B)aion-labs/aion-rp-llama-3.1-8b | — | — | not scraped yet | 0 / 5 observed |
| Amazon: Nova 2 Liteamazon/nova-2-lite-v1 | — | — | not scraped yet | 0 / 5 observed |
| Amazon: Nova Lite 1.0amazon/nova-lite-v1 | — | — | not scraped yet | 0 / 5 observed |
| Amazon: Nova Micro 1.0amazon/nova-micro-v1 | — | — | not scraped yet | 0 / 5 observed |
| Amazon: Nova Premier 1.0amazon/nova-premier-v1 | — | — | not scraped yet | 0 / 5 observed |
| Amazon: Nova Pro 1.0amazon/nova-pro-v1 | — | — | not scraped yet | 0 / 5 observed |
| Magnum v4 72Banthracite-org/magnum-v4-72b | — | — | not scraped yet | 0 / 5 observed |
| Anthropic: Claude 3 Haikuanthropic/claude-3-haiku | — | — | not scraped yet | 0 / 5 observed |
| Anthropic: Claude Fable 5anthropic/claude-fable-5 | — | — | not scraped yet | 0 / 5 observed |
| Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batchnew | — | — | not scraped yet | 0 / 5 observed |
| Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch | — | — | not scraped yet | 0 / 5 observed |
How this works
Sightings observes OpenRouter's public traffic rankings and public model pages. Verified means observed in OpenRouter-published evidence — never an audit of an app's private infrastructure or a claim of exclusive model usage.
Definitions: new — listed on OpenRouter within the last 30 days; established — a top-10 app by summed popular-ranking token traffic over the trailing 90 days; external — an app identity seen only as an external link on model pages; unresolved — an app label with no stable slug or origin evidence yet.
First-observed dates mean first observed by Sightings, not the start of an app's model usage. Sightings makes no movers or switching claims until historical backfill completes. Coverage limits: model pages expose at most five apps per scrape; app rankings reach about the top 200 per day. See the full methodology and interpretation guide.