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command a reasoning 08 2025

Current board #140Official publisher releaseGated access7d #134 → #140

CohereLabs·CohereLabs/command-a-reasoning-08-2025

command a reasoning 08 2025 is ModelCap current-board rank #140 with Index 37.0 (Modeled · lineage), from the ModelCap Index as of 22 Sept 2026, 03:10 UTC.

command a reasoning 08 2025 weight access is gated access, from ModelCap classification of published repository metadata as of 22 Sept 2026, 03:10 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
37.0#140
Inherited · 31% support · score interval 20.1–53.9
No admitted evaluation publication timestamp yet
Market Gravity
8.6
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Reported evaluation leads (1)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. Rows marked as used were laddered against independently measured peers inside the launch-card channel of this model's modeled placement, with the replay-measured optimism haircut applied; the others played no part.

Dataset / taskMetricValueRevisionProvenance
Idavidrein/gpqa
diamond
66.6667
Unpinned
not published
Reported
Not used in launch estimate

ModelCap Index · Current board

Methodology
37.0
Modeled · lineage · finetune of cohere/command-a · finetune (100%)
Current board
#140
Public rank basis
Modeled · lineage (lineage)
Index support
30.8% · moderate
Index interval
20.1–53.9
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-reasoning-08-2025 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata CohereLabs/command-a-reasoning-08-2025@bd39aafe2c5e71a044d2f1674accfd9b384d3dbb (not the evaluation revision)
Index observations used
0
Qualified Index evidence point
37.0
Verified lineage
cohere/command-a · minus 1.2 ( finetune)
How this position was produced · fused launch placement

No general-family board lists this model yet. Its point estimate is the precision-weighted mean of every channel that spoke for it; each channel’s share is the weight it carried. Independent measurements replace this placement as boards list the model.

Fused estimate
37.0 ± 13.2
Independent share
0%
Shrink toward corpus
0.0
Optimism haircut
None applied
Method
precision-weighted-v1
Channels fused into this model’s launch placement
ChannelEstimateShare
Verified lineage · not independent
finetune of cohere/command-a · finetune
37.0 ± 13.2100%
Bayesian Evidence Score · measured evidence input only

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%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
Surface (context / tools / modalities)
0.0
Freshness
21.3
  • · Catalogue surface
  • · First seen 2025-08-12

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 policy
32.5
15.0–50.1 uncertainty interval
Excluded from rank
Confidence
71%
Training support
209 models · 120 lineages
Out-of-domain check
in domain
Feature coverage
71%
Lineage-held-out error
10.0 MAE

Experimental estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.

Deployment readiness

Metadata index
46.1
partial · 51% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
68.3
Deployability
8.0
Evaluation provenance
0.0

Missing: accessLegalClarity.resolvable-license-terms, deployability.independent-provider-records, 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
8.6
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

No matched Arena rating

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

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
21.3

Time since first public availability, on a six-month half-life.

Specification

Context window
tokens
Max output
Inputs
Text
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
12 Aug 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
Pinned revision
bd39aafe2c5e
Parameters
111.1B
Architecture
Cohere2ForCausalLM
Model type
cohere2
Hugging Face downloads (30d)
2K
Downloads (all time)
22K
Likes
145
Repository updated
13 Jan 2026, 19:38 UTC

Compare command a reasoning 08 2025 with

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Ranked neighbours

Models within 3 places of #140 on the ModelCap Index.

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The same publisher's other current models with a public Index position.

command a reasoning 08 2025: common questions

How does command a reasoning 08 2025 rank among AI models?

command a reasoning 08 2025 holds ModelCap Index position #140 of 248 ranked language models as of 22 September 2026, with an Index score of 37.0 (interval 20.1–53.9); evidence: modeled · lineage. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does command a reasoning 08 2025 cost per 1M tokens?

No live API price is listed for command a reasoning 08 2025 in the current snapshot as of 22 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is command a reasoning 08 2025 open-weight?

Gated access (cc-by-nc-4.0). The weights are hosted behind an access request or acceptance step. Review the publisher's access requirements and license before use or redistribution. The repository is CohereLabs/command-a-reasoning-08-2025 on Hugging Face.

Which benchmarks has command a reasoning 08 2025 been evaluated on?

command a reasoning 08 2025's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 22 September 2026. The evidence panel names each source and its publication date.

How does command a reasoning 08 2025 compare with command a translate 08 2025?

command a reasoning 08 2025 ranks #140 (Index 37.0) and command a translate 08 2025 ranks #141 (Index 37.0) on the ModelCap Index as of 22 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was command a reasoning 08 2025 released?

command a reasoning 08 2025 first appeared in the catalogue on 12 Aug 2025. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.