Smoke dataset
A fixture dataset that exercises the ingestion, validation and freshness machinery.
4 tracked
Directory
Language and embedding models
This directory tracks 18 language, embedding and speech models across Hugging Face Hub download activity and OpenRouter context and pricing. Every figure carries the source that reported it and the moment it was observed. Download counts are a rolling 30-day window, not a lifetime total. Values that fail validation are withheld rather than shown.
Live
191 fields
- huggingface
- 89/89 current
- 2h
- openrouter
- 48/48 current
- 2h
Moved since last reading
- Gemma 2 9B Instruct
- +122,272
- 864,175
- Llama 3.1 8B Instruct
- +118,113
- 6,225,344
- BGE-M3
- −50,628
- 37,229,647
- Whisper large-v3
- +34,619
- 4,712,143
Stars from Hugging Face Hub, OpenRouter model catalogue. Movement is measured between two real observations; values that failed validation are withheld rather than shown.
- Models
- 18
- On Hugging Face
- 13/18
- On OpenRouter
- 12/18
- Last sync
- 2h agosucceeded
Gemma 2 9B InstructDownloads, 30 days864,175+122,272Hugging Face Hub · 2h agoNomic Embed Text v1.5Downloads, 30 days14,308,511−28,958Hugging Face Hub · 2h agoQwen2.5 Coder 32B InstructDownloads, 30 days1,215,982−2,694Hugging Face Hub · 2h agoMixtral 8x7B InstructDownloads, 30 days217,408−183Hugging Face Hub · 2h agoDeepSeek V3Downloads, 30 days1,134,368−13,832Hugging Face Hub · 2h agoLlama 3.1 8B InstructDownloads, 30 days6,225,344+118,113Hugging Face Hub · 2h agoPhi-4Downloads, 30 days624,150−2,430Hugging Face Hub · 2h agoDeepSeek R1Downloads, 30 days815,126+20,929Hugging Face Hub · 2h agoMistral 7B Instruct v0.3Downloads, 30 days2,332,647−20,998Hugging Face Hub · 2h agoWhisper large-v3Downloads, 30 days4,712,143+34,619Hugging Face Hub · 2h agoLlama 3.3 70B InstructDownloads, 30 days917,910+4,408Hugging Face Hub · 2h agoQwen2.5 72B InstructDownloads, 30 days326,043−14,690Hugging Face Hub · 2h ago
No hiring column here. The job-board classifier extracts framework names, so the join can only speak about frameworks — for these entities we have not measured demand, rather than measured it to be zero.
| Select to compare | Model | Downloads/30d | Likes | Context | In $/M | Modality | Licence | 7-day downloads | Checked |
|---|---|---|---|---|---|---|---|---|---|
| Llama 3.1 8B InstructMeta | 6,225,344 | 7,861 | 131,072 | 0.05 | text | llama-3.1 | 7-day downloads: 7 readings, 5.9M to 6.2M. | Current2h ago | |
| Mistral 7B Instruct v0.3Mistral AI | 2,332,647 | 3,531 | — | — | text | apache-2.0 | 7-day downloads: 7 readings, 2.4M to 2.3M. | Current2h ago | |
| DeepSeek V3DeepSeek | 1,134,368 | 4,236 | 163,840 | 0.32 | text | deepseek | 7-day downloads: 7 readings, 1.1M to 1.1M. | Current2h ago | |
| Llama 3.3 70B InstructMeta | 917,910 | 3,058 | 131,072 | 0.1 | text | llama-3.3 | 7-day downloads: 7 readings, 924.1K to 917.9K. | Current2h ago | |
| Gemma 2 9B InstructGoogle | 864,175 | 954 | — | — | text | gemma | 7-day downloads: 7 readings, 757.3K to 864.2K. | Current2h ago | |
| Phi-4Microsoft | 624,150 | 2,309 | 16,384 | 0.07 | text | mit | 7-day downloads: 7 readings, 693.3K to 624.1K. | Current2h ago | |
| Qwen2.5 72B InstructAlibaba | 326,043 | 994 | 32,768 | 0.36 | text | qwen | 7-day downloads: 7 readings, 395.7K to 326.0K. | Current2h ago | |
| Mixtral 8x7B InstructMistral AI | 217,408 | 4,755 | — | — | text | apache-2.0 | 7-day downloads: 7 readings, 217.1K to 217.4K. | Current2h ago | |
| Claude Opus 5Anthropic | — | — | 1,000,000 | 5 | text | proprietary | No readings | not checked | |
| Claude Sonnet 5Anthropic | — | — | 1,000,000 | 2 | text | proprietary | No readings | not checked | |
| Gemini 3.7 FlashGoogle | — | — | 1,048,576 | 0.75 | text | proprietary | No readings | not checked | |
| GPT-4oOpenAI | — | — | 128,000 | 2.5 | text | proprietary | No readings | not checked |
Sources: Hugging Face Hub, OpenRouter model catalogue. Every value carries the moment it was observed; figures that failed validation are withheld rather than shown. SLA: current within 24h, ageing to 96h, stale beyond 240h.
indexable · canonical /data/models?modality=text
Also tracked
Other datasets
Same engine, same provenance rules — every figure carries the source that reported it and when.
Agent engineering frameworks
Open-source frameworks for building, orchestrating and evaluating LLM agents, tracked across GitHub, npm and PyPI.
18 tracked
Local inference hardware
GPUs, accelerators and SoCs for running models locally, with VRAM, memory bandwidth, power draw and list price.
10 tracked