CohereLabs·CohereLabs/command-a-vision-07-2025
command a vision 07 2025 is ModelCap current-board rank #145 with Index 20.1 (Modeled · prior), from the ModelCap Index as of 14 Aug 2026, 01:21 UTC.
command a vision 07 2025 weight access is gated access, from ModelCap classification of published repository metadata as of 14 Aug 2026, 01:21 UTC.
Snapshot facts · download the public dataset · methodology
OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.
Providers
Uptime measured over the last 30 minutesCurrent provider status is unavailable.
Hugging Face Inference Providers
Exact repository identityProvider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.
ModelCap Index · Current board
Methodology- Public rank basis
- Modeled · prior (architecture)
- Index support
- 3.9% · weak
- Index interval
- 20.1–75.0
- Rank posterior
- Not available
- Top 5 / Top 10 probability
- Not available / Not available
- Posterior as of
- Snapshot timestamp unavailable
- Evidence as of
- No admitted evaluation publication timestamp
- Identity binding
- Exact catalogue product · coherelabs/CohereLabs/command-a-vision-07-2025 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata CohereLabs/command-a-vision-07-2025@e1016a8105950a626e7dd91b0a3030f7ae522411 (not the evaluation revision)
- Index observations used
- 0
- Qualified Index evidence point
- 47.5
- Architecture fallback
- estimated · 0% coverage · 0 anchors
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
- Observed capability
- —
- Evidence status
- No admitted measured evidence
- General preference
- —
- Coding
- —
- Agents & tools
- —
- Reasoning
- —
- Evidence breadth
- 0%
- Evidence coverage
- 0%
- Usage (OpenRouter popularity)
- —
- Liquidity (providers × uptime)
- —
- Open reach (HF downloads)
- —
- Surface (context / tools / modalities)
- 15.0
- Freshness
- 23.4
- · Catalogue: modalities Text/Image
- · First seen 2025-07-28
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
Experimental capability estimate
Estimate policyuncertainty-above-gate
- Feature coverage
- 71%
- Training support
- 222 models · 143 lineages
uncertainty-above-gate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.
Deployment readiness
Metadata index- Artifact reproducibility
- 100.0
- Access & legal clarity
- 68.3
- Deployability
- 24.0
- Evaluation provenance
- 0.0
Missing: accessLegalClarity.resolvable-license-terms, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market activity
Venue coverage- Market Gravity
- 8.7
- OpenRouter weekly popularity
- Not listed
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
Arena preference
This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.
Market Gravity breakdown
- Usage55%
- 0.0
- Liquidity25%
- 0.0
- Open reach15%
- 50.0
- Freshness5%
- 23.4
OpenRouter weekly popularity across the full model catalogue.
Independent providers versus the model's open or closed cohort, weighted by uptime.
Hugging Face 30-day downloads for open models; neutral for closed models.
Time since first public availability, on a six-month half-life.
Specification
- Context window
- — tokens
- Max output
- —
- Inputs
- Text, Image
- Outputs
- Text
- Tokenizer
- —
- Cached input tokens
- Not offered
- First seen on OpenRouter
- 28 Jul 2025
Capabilities
- Not supported: Reasoning
- Not supported: Tool use
- Not supported: Structured output
- Not supported: Response format
- Not supported: Moderated
Weights & access
Gated access. The weights are hosted behind an access request or acceptance step. Review the publisher's access requirements and license before use or redistribution.
- Access
- Gated access
- Licence
- cc-by-nc-4.0
- Pinned revision
- e1016a810595
- Parameters
- 111.9B
- Architecture
- Cohere2VisionForConditionalGeneration
- Model type
- cohere2_vision
- Hugging Face downloads (30d)
- 97K
- Downloads (all time)
- 660K
- Likes
- 88
- Repository
- CohereLabs/command-a-vision-07-2025
- Repository updated
- 30 Oct 2025, 06:38 UTC