Preference · Cohere

Command R+ Base on Arena Elo: score, rank and what it means

Command R+ Base scores 1375.6 on Arena Elo, placing it #290 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1375.6
0–100 scale
Rank
#290
of 600
Percentile
52th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
126.3
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Command R+ Base highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Command R+ Base sits at #290 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 126.3 points. The median model in this index scores 1373.8, which puts Command R+ Base above the midpoint.

Cohere models average 1339.8 on this benchmark. Command R+ Base is 35.8 points above that provider line, so it is a stronger result than the average Cohere model.

Among open-weight models, the average is 1338.0. Command R+ Base is 37.6 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 1375.6 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.

Price context

At $3.24 per million input tokens, Command R+ Base is below the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 3 DeepInfra Chat DeepInfra 200000 $3.74 75.0
Seed-OSS ByteDance 32768 $3.74 75.3
Llama 3.3 Groq Base Groq 16384 $3.24 73.5
Fusion Pro OpenRouter 65536 $8.69 72.2
Command R+ Base Cohere 65536 $3.24 71.6
Llama 3 Hyperbolic Chat Hyperbolic 200000 $3.64 75.1
Llama 3 DeepInfra Instruct DeepInfra 65536 $3.84 75.5

Other benchmarks for Command R+ Base

BenchmarkScoreRankPercentileRelative
MMLU-Pro 76.1 301 50th
GPQA Diamond 66.8 334 44th
SWE-bench Verified 60.7 310 48th
HumanEval 76.6 314 48th
MATH-500 74.9 325 46th
AIME 2025 63.5 362 40th
LiveCodeBench 62.4 344 43th
IFEval 79.2 349 42th
TruthfulQA 73.9 356 41th
HellaSwag 83.7 289 52th
MMMU 69.5 315 48th

FAQ

What score does Command R+ Base get on Arena Elo?

Command R+ Base scores 1375.6 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Command R+ Base rank on Arena Elo?

It ranks #290 of 600 models, in the 52nd percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Command R+ Base good at Arena Elo?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the Arena Elo score calculated?

Arena Elo is a preference benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.

What does Command R+ Base cost?

Command R+ Base costs $3.24 per million input tokens and $14.70 per million output tokens.

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