Coding · Cohere

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

Command R+ Base scores 62.4 on LiveCodeBench, placing it #344 of 600 models in the index. The benchmark average is 61.0 and the leader is Claude Sonnet 4.5 Reasoning at 85.1.

Score
62.4
0–100 scale
Rank
#344
of 600
Percentile
43th
within the index
Benchmark avg
61.0
all models
Leader
85.1
Claude Sonnet 4.5 Reasoning
Gap to leader
22.7
points

Score distribution

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

Claude Sonnet 4.5 Reasoning 85.1
Grok 4 Reasoning 85.1
Claude Opus 4.5 85.0
GPT-5.2 Max 84.8
Grok 4 Turbo 84.7
GPT-5.1 Turbo 84.6
GPT-5.2 Pro 84.6
GPT-5.2 Reasoning 84.6
Claude Opus 4.5 Pro 84.1
Gemini 3 Pro Max 83.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
2 Grok 4 Reasoning xAI 2000000 $19.67 87.8
3 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
4 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
5 Grok 4 Turbo xAI 1000000 $19.21 86.7
6 GPT-5.1 Turbo OpenAI 2000000 $19.19 86.1
7 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
8 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
9 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
10 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9

What this score means

On LiveCodeBench, Command R+ Base sits at #344 of 600. The leader, Claude Sonnet 4.5 Reasoning, scores 85.1, so the gap to the top is 22.7 points. The median model in this index scores 64.7, which puts Command R+ Base below the midpoint.

Cohere models average 58.9 on this benchmark. Command R+ Base is 3.5 points above that provider line, so it is a stronger result than the average Cohere model.

Among open-weight models, the average is 59.1. Command R+ Base is 3.3 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 62.4 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 LiveCodeBench. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Phi-3.5 Chat Microsoft 16384 $2.64 69.0
Llama 3 Hyperbolic Base Hyperbolic 32768 $3.02 71.1
Mixtral Mistral AI 65536 $3.48 73.7
Qwen3-Max Nano Alibaba Cloud 65536 $8.31 71.7
Command R+ Base Cohere 65536 $3.24 71.6
Gemma 3 Base Google DeepMind 65536 $3.09 71.1
Claude Haiku 4.5 Mini Anthropic 16384 $8.76 71.6

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
IFEval 79.2 349 42th
TruthfulQA 73.9 356 41th
HellaSwag 83.7 289 52th
MMMU 69.5 315 48th
Arena Elo 1375.6 290 52th

FAQ

What score does Command R+ Base get on LiveCodeBench?

Command R+ Base scores 62.4 on LiveCodeBench in this index. The benchmark average is 61.0 and the top score is 85.1.

How does Command R+ Base rank on LiveCodeBench?

It ranks #344 of 600 models, in the 43rd percentile. The leader is Claude Sonnet 4.5 Reasoning at 85.1.

Is Command R+ Base good at LiveCodeBench?

It is below the median for this benchmark, so test it carefully before relying on it for this capability. The result should be read alongside its price and context window.

How is the LiveCodeBench score calculated?

LiveCodeBench is a coding 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.

Related