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
- 47
- yesterday, closed UTC day
- Observed apps
- 7234
- after alias collapse
- App ↔ model sightings
- 1774
- Latest closed day
- 2026-10-24
Model directory · through 2026-10-24
| Model | Tokens · yesterday | Rank | Top observed app | Apps observed |
|---|---|---|---|---|
| DeepSeek: DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813 | — | — | Hermes Agent | 5 / 5 observed |
| DeepSeek: DeepSeek V4.1 Flash 1017deepseek/deepseek-v4.1-flash-1017new | — | — | Strix | 5 / 5 observed |
| DeepSeek: DeepSeek V4.1 Flash (batch)deepseek/deepseek-v4.1-flash:batch | — | — | not scraped yet | 0 / 5 observed |
| Dots Studio: Dots3-Note Preview (free)dots-studio/dots-3-note-preview:free | — | — | Kilo Code | 5 / 5 observed |
| Elorian: Glimpseelorian/glimpsenew | — | — | omp | 5 / 5 observed |
| Fireworks: Ember-1fireworks/ember-1new | — | — | Hermes Agent | 5 / 5 observed |
| Google: Gemini 2.5 Flashgoogle/gemini-2.5-flash | — | — | KoalaBear | 5 / 5 observed |
| Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite | — | — | Descript | 5 / 5 observed |
| Google: Gemini 2.5 Progoogle/gemini-2.5-pro | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 2.5 Pro Preview 06-05google/gemini-2.5-pro-preview | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana Pro (Gemini 3 Pro Image)google/gemini-3-pro-image | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana 2 (Gemini 3.1 Flash Image)google/gemini-3.1-flash-image | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)google/gemini-3.1-flash-image-preview | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)google/gemini-3.1-flash-lite-image | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.1 Flash Lite (batch)google/gemini-3.1-flash-lite:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | — | — | Claude Code | 5 / 5 observed |
| Google: Gemini 3.1 Pro Preview Custom Toolsgoogle/gemini-3.1-pro-preview-customtools | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | — | — | Freebuff | 5 / 5 observed |
| Google: Gemini 3.5 Flash Lite (batch)google/gemini-3.5-flash-lite:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash | — | — | Studs.gg | 5 / 5 observed |
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemini 4 Argon (batch)google/gemini-4-argon:batchnew | — | — | not scraped yet | 0 / 5 observed |
| Google: Nano Banana 2.1google/gemini-nano-banana-2.1new | — | — | Ask-Chat.ai | 5 / 5 observed |
| Google: Gemma 2 27Bgoogle/gemma-2-27b-it | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemma 3 12Bgoogle/gemma-3-12b-it | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemma 3 27Bgoogle/gemma-3-27b-it | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemma 3 4Bgoogle/gemma-3-4b-it | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemma 4 26B A4B (free)google/gemma-4-26b-a4b-it:free | — | — | not scraped yet | 0 / 5 observed |
| Google: Gemma 4 31B (free)google/gemma-4-31b-it:free | — | — | not scraped yet | 0 / 5 observed |
| Google: Lyria 3 Clip Previewgoogle/lyria-3-clip-preview | — | — | not scraped yet | 0 / 5 observed |
| Google: Lyria 3 Pro Previewgoogle/lyria-3-pro-preview | — | — | not scraped yet | 0 / 5 observed |
| MythoMax 13Bgryphe/mythomax-l2-13b | — | — | not scraped yet | 0 / 5 observed |
| IBM: Granite 4.0 Microibm-granite/granite-4.0-h-micro | — | — | not scraped yet | 0 / 5 observed |
| IBM: Granite 4.2 8Bibm-granite/granite-4.2-8b | — | — | ESCRIBA-01-BibliotecaSV | 5 / 5 observed |
| Inception: Mercury 2inception/mercury-2 | — | — | not scraped yet | 0 / 5 observed |
| Inception: Mercury 2.5inception/mercury-2.5 | — | — | Hermes Agent | 5 / 5 observed |
| Inception: Mercury 3inception/mercury-3new | — | — | ifeval baseline | 5 / 5 observed |
| inclusionAI: Ling 3.0 Flashinclusionai/ling-3.0-flash | — | — | not scraped yet | 0 / 5 observed |
| inclusionAI: Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vl | — | — | Digen AI | 5 / 5 observed |
| inclusionAI: Ling 3.1 Flashinclusionai/ling-3.1-flashnew | — | — | Lemonade | 5 / 5 observed |
| Inference.net: Schematron V2 Smallinference-net/schematron-v2-small | — | — | iter50 | 5 / 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.