Exact model configurations ranked by the official objective LiveBench release. This is a single-family capability orientation, not an absolute composite.
RANK.AI DATA / LATEST PUBLICATION
Model adoption signals
12 models ranked by hugging Face downloads (30 days).
all-MiniLM-L6-v2 is out in front at 253.38M downloads.
12 modelschecked Jul 27, 2026, 3:18 AM UTCdailyhow we measure this →CSV / JSON
In front today
all-MiniLM-L6-v2
253.38M downloadshugging Face downloads (30 days)
- Ahead of second place
- 224.9M
- Held by the top three
- 85%
- Middle of the board
- 9.6M
- Below half the leader
- 11 of 12
Highest 253.38M downloadsMiddle 9.6M
WHY THIS RANK / VERIFIED SNAPSHOT
Qwen3 8B
Ranks a fixed, reviewed cohort of official model repositories by Hugging Face Hub downloads over the trailing 30 days.
partialPermalink to this snapshot ↗
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
- Published rank
- #3
- Score
- 16,764,566 downloads
- Sample size
- 3
100% confidence · 33% component coverage · as of Jul 27, 2026, 3:18 AM UTC
SCORE CONSTRUCTION
3/9 evidencedComponent ledger
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| daysSinceModified | 366 | Unavailable | 366 | 0 | unavailableno_public_frozen_evidence |
| downloads30d | 16764566 | Unavailable | 16,764,566 | 0 | unavailableno_public_frozen_evidence |
| hugging face days since modified | — | 0% | 0 | 1 | available |
| hugging face downloads 30d | — | 100% | 16,764,566 | 1 | available |
| hugging face likes total | — | 0% | 0 | 1 | available |
| isGlobalMarketShare | 0 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| likes | 1242 | Unavailable | 1,242 | 0 | unavailableno_public_frozen_evidence |
| repository | Qwen/Qwen3-8B | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| signalScope | hugging_face_hub_repository_only | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
WHY IT MOVED
No rank deltanew since prior snapshot
no_prior_published_snapshot
No component moved since the prior snapshot.
PRIMARY EVIDENCE
3 public recordsSource trail
Days since repository updatehugging face days since modified · observed Jul 27, 2026, 3:18 AM UTC366 days100% confidence
- Source
- Hugging Face Hub API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["downloads","likes","lastModified","pipeline_tag","library_name","cardData.license","tags"],"endpoint":"/api/models/Qwen/Qwen3-8B","repositoryId":"Qwen/Qwen3-8B"}
Hugging Face downloads (30 days)hugging face downloads 30d · observed Jul 27, 2026, 3:18 AM UTC16,764,566 downloads100% confidence
- Source
- Hugging Face Hub API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["downloads","likes","lastModified","pipeline_tag","library_name","cardData.license","tags"],"endpoint":"/api/models/Qwen/Qwen3-8B","repositoryId":"Qwen/Qwen3-8B"}
Hugging Face likeshugging face likes total · observed Jul 27, 2026, 3:18 AM UTC1,242 likes100% confidence
- Source
- Hugging Face Hub API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["downloads","likes","lastModified","pipeline_tag","library_name","cardData.license","tags"],"endpoint":"/api/models/Qwen/Qwen3-8B","repositoryId":"Qwen/Qwen3-8B"}
More in Model rank
Capability-first rankings across frontier and open models.
Official style-controlled text human-preference ratings with confidence bounds, variance, vote counts, and a frozen dataset revision.
Exact model-plus-inference configurations ranked by UC Berkeley BFCL V4 overall accuracy, with tool-use breakdowns, cost, latency, and source evidence.