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
- 23h
- openrouter
- 48/48 current
- 23h
Moved since last reading
- Llama 3.1 8B Instruct
- +114,579
- 6,107,231
- Whisper large-v3
- +88,605
- 4,677,524
- Qwen2.5 Coder 32B Instruct
- −53,563
- 1,218,676
- BGE-M3
- −37,348
- 37,280,275
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
- 23h agosucceeded
Nomic Embed Text v1.5Downloads, 30 days14,337,469+211Hugging Face Hub · 23h agoGemma 2 9B InstructDownloads, 30 days741,903−584Hugging Face Hub · 23h agoQwen2.5 Coder 32B InstructDownloads, 30 days1,218,676−53,563Hugging Face Hub · 23h agoMixtral 8x7B InstructDownloads, 30 days217,591+1,006Hugging Face Hub · 23h agoDeepSeek V3Downloads, 30 days1,148,200+29,205Hugging Face Hub · 23h agoLlama 3.1 8B InstructDownloads, 30 days6,107,231+114,579Hugging Face Hub · 23h agoPhi-4Downloads, 30 days626,580−6,179Hugging Face Hub · 23h agoDeepSeek R1Downloads, 30 days794,197+15,784Hugging Face Hub · 23h agoMistral 7B Instruct v0.3Downloads, 30 days2,353,645−3,428Hugging Face Hub · 23h agoWhisper large-v3Downloads, 30 days4,677,524+88,605Hugging Face Hub · 23h agoQwen2.5 72B InstructDownloads, 30 days340,733−6,338Hugging Face Hub · 23h agoLlama 3.3 70B InstructDownloads, 30 days913,502+1,012Hugging Face Hub · 23h 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 |
|---|---|---|---|---|---|---|---|---|---|
| Mixtral 8x7B InstructMistral AI | 217,591 | 4,755 | — | — | text | apache-2.0 | 7-day downloads: 7 readings, 222.5K to 217.6K. | Current23h 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 | |
| GPT-4o miniOpenAI | — | — | 128,000 | 0.15 | 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
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