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Benchmark suiteLatest source data: Jun 10, 2026Checked: June 14, 2026

Cohere benchmarks.

A lab-level profile for Cohere, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.

All labs

Lab rank

#26

By available Arena average

Models tracked

7

0 open-weight models

Portfolio coverage

13%

Average matched benchmark signals

Fastest model

Not listed

OverviewFull public trackerValuePerformance for the moneyCodingCode and SWE-bench signalsAgentsTool and workflow readinessReasoningKnowledge and reasoning signalsContextDocument and retrieval signalsLabsProvider comparisons

Lab profile

Portfolio shape, leaders, and model coverage.

The lab page now starts with the portfolio read, then drills into category leaders, value rankings, and model-level coverage rather than repeating source panels.

Portfolio read

Cohere has 7 tracked benchmark profiles.

Lab #26

The portfolio combines 7 proprietary models and 0 open-weight models. Its average available Arena rank is 256, with a best category rank of #166. Average profile coverage is 13%, so model-level gaps remain visible in the cards below.

Best Arena model

Command A 03 2025

Best category rank #166

Highest coverage

Command R

22% matched signals

Fastest response

Not listed

No latency match

Access mix

Open versus proprietary

Proprietary

7 / 100%

Open weights

0 / 0%

Value leader

Command R

Category leaders

Best model by benchmark lens.

Each card shows the highest-ranked model from this lab in a composite benchmark suite, with the global rank and index left intact.

Value

Quality, price, latency, and speed

Command R

#9665

value index

Coding

Code Arena, SWE-bench, and output speed

Not listed

Not enough matched rows for this lab in this suite.

Agents

Search, document, code, and latency

Not listed

Not enough matched rows for this lab in this suite.

Reasoning

Text, document, vision, and mode signals

Command A 03 2025

#13171

reasoning proxy

Context

Document, search, and text proxy

Command A 03 2025

#15871

context proxy

Cohere value ranking table

Models from this lab with both quality and commercial price matches.

Top 1 of 1

RankModelIndexPriceLatencySpeedQualitySources
#96
Command R

command-r

CohereProprietary
65value index
$0.750blended / 1M tokens
Not listedtime to first token
Not listedoutput speed
47quality signal
ArenaArtificial Analysis
#96
Command R

command-r

CohereProprietary
65value index
Price
$0.750blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
47quality signal
ArenaArtificial Analysis

Model portfolio

Cohere model coverage map.

Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.

Command A 03 2025

command-a-03-2025

Proprietary

Coverage

11%

Best Arena

#166

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Command R Plus 08 2024

command-r-plus-08-2024

Proprietary

Coverage

11%

Best Arena

#256

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

C4AI Aya Expanse 32b

c4ai-aya-expanse-32b

Proprietary

Coverage

11%

Best Arena

#262

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Command R Plus

command-r-plus

Proprietary

Coverage

11%

Best Arena

#266

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Command R 08 2024

command-r-08-2024

Proprietary

Coverage

11%

Best Arena

#272

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Command R

command-r

Proprietary

Coverage

22%

Best Arena

#283

Text

Value

#96

value index

Coding

Not listed

No coding index

Latency

Not listed

Not listed

$0.750

C4AI Aya Expanse 8b

c4ai-aya-expanse-8b

Proprietary

Coverage

11%

Best Arena

#287

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed