Coding · Cerebras

Llama 3.1 Cerebras Instruct on LiveCodeBench: score, rank and what it means

Llama 3.1 Cerebras Instruct scores 67.1 on LiveCodeBench, placing it #246 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
67.1
0–100 scale
Rank
#246
of 600
Percentile
59th
within the index
Benchmark avg
61.0
all models
Leader
85.1
Claude Sonnet 4.5 Reasoning
Gap to leader
18.0
points

Score distribution

The chart shows the top 10 models on LiveCodeBench, with Llama 3.1 Cerebras Instruct 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, Llama 3.1 Cerebras Instruct sits at #246 of 600. The leader, Claude Sonnet 4.5 Reasoning, scores 85.1, so the gap to the top is 18.0 points. The median model in this index scores 64.7, which puts Llama 3.1 Cerebras Instruct above the midpoint.

Cerebras models average 57.6 on this benchmark. Llama 3.1 Cerebras Instruct is 9.5 points above that provider line, so it is a stronger result than the average Cerebras model.

Among multimodal models, the average is 70.3. Llama 3.1 Cerebras Instruct is 3.2 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 67.1 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 $4.11 per million input tokens, Llama 3.1 Cerebras Instruct is above 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
DeepSeek-Coder Base DeepSeek 32768 $3.53 74.1
Llama 3 Modal Chat Modal 65536 $3.55 73.3
Reka Flash Turbo Reka AI 128000 $10.19 75.1
Llama 3 Baseten Base Baseten 16384 $3.16 72.4
Llama 3.1 Cerebras Instruct Cerebras 65536 $4.11 76.1
Llama 3.3 Instruct Meta AI 128000 $4.33 76.6
Codestral Chat Mistral AI 32768 $3.89 75.8

Other benchmarks for Llama 3.1 Cerebras Instruct

BenchmarkScoreRankPercentileRelative
MMLU-Pro 78.3 232 61th
GPQA Diamond 72.1 218 64th
SWE-bench Verified 65.9 196 67th
HumanEval 81.3 205 66th
MATH-500 80.9 193 68th
AIME 2025 69.2 276 54th
IFEval 85.8 165 73th
TruthfulQA 77.2 274 54th
HellaSwag 87.7 154 74th
MMMU 71.3 264 56th
Arena Elo 1388.4 256 57th

FAQ

What score does Llama 3.1 Cerebras Instruct get on LiveCodeBench?

Llama 3.1 Cerebras Instruct scores 67.1 on LiveCodeBench in this index. The benchmark average is 61.0 and the top score is 85.1.

How does Llama 3.1 Cerebras Instruct rank on LiveCodeBench?

It ranks #246 of 600 models, in the 59th percentile. The leader is Claude Sonnet 4.5 Reasoning at 85.1.

Is Llama 3.1 Cerebras Instruct good at LiveCodeBench?

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 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 Llama 3.1 Cerebras Instruct cost?

Llama 3.1 Cerebras Instruct costs $4.11 per million input tokens and $20.72 per million output tokens.

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