Coding · Mistral AI

Mistral Small 3 Instruct on SWE-bench Verified: score, rank and what it means

Mistral Small 3 Instruct scores 62.2 on SWE-bench Verified, placing it #277 of 600 models in the index. The benchmark average is 57.5 and the leader is GPT-5.2 Pro at 81.7.

Score
62.2
0–100 scale
Rank
#277
of 600
Percentile
54th
within the index
Benchmark avg
57.5
all models
Leader
81.7
GPT-5.2 Pro
Gap to leader
19.5
points

Score distribution

The chart shows the top 10 models on SWE-bench Verified, with Mistral Small 3 Instruct highlighted. Longer bars mean higher scores.

GPT-5.2 Pro 81.7
Claude Opus 4.5 Pro 81.1
GPT-5.2 Max 80.5
Claude Sonnet 4.5 Max 80.2
GPT-5.2 80.2
GPT-5.1 Pro 80.1
o4 Max 79.8
Claude Sonnet 4.5 Reasoning 79.6
Claude Opus 4.5 Max 79.5
Claude Opus 4.5 Reasoning 79.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
2 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
3 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
4 Claude Sonnet 4.5 Max Anthropic 1000000 $19.90 87.2
5 GPT-5.2 OpenAI 2000000 $19.71 88.0
6 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
7 o4 Max OpenAI 2000000 $19.51 86.2
8 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2

What this score means

On SWE-bench Verified, Mistral Small 3 Instruct sits at #277 of 600. The leader, GPT-5.2 Pro, scores 81.7, so the gap to the top is 19.5 points. The median model in this index scores 61.0, which puts Mistral Small 3 Instruct above the midpoint.

Mistral AI models average 54.7 on this benchmark. Mistral Small 3 Instruct is 7.5 points above that provider line, so it is a stronger result than the average Mistral AI model.

Among multimodal models, the average is 66.4. Mistral Small 3 Instruct is 4.2 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 62.2 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 $3.97 per million input tokens, Mistral Small 3 Instruct is below the median input price of $4.00 across the 600 models scored on SWE-bench Verified. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Claude Opus 4.5 Nano Anthropic 32768 $9.38 73.3
Llama 3 Replicate Base Replicate 65536 $3.15 72.1
Llama 3.1 Turbo Base Together AI 16384 $3.30 73.0
MiniMax-Text Base MiniMax 128000 $3.66 74.9
Mistral Small 3 Instruct Mistral AI 32768 $3.97 75.1
Phi-4 Chat Microsoft 65536 $3.66 74.7
Firefunction Turbo Fireworks AI 32768 $8.44 70.7

Other benchmarks for Mistral Small 3 Instruct

BenchmarkScoreRankPercentileRelative
MMLU-Pro 78.3 233 61th
GPQA Diamond 70.0 264 56th
HumanEval 79.7 243 60th
MATH-500 80.5 200 67th
AIME 2025 68.2 294 51th
LiveCodeBench 68.2 224 63th
IFEval 85.3 178 70th
TruthfulQA 76.1 303 50th
HellaSwag 85.0 246 59th
MMMU 72.9 224 63th
Arena Elo 1385.0 265 56th

FAQ

What score does Mistral Small 3 Instruct get on SWE-bench Verified?

Mistral Small 3 Instruct scores 62.2 on SWE-bench Verified in this index. The benchmark average is 57.5 and the top score is 81.7.

How does Mistral Small 3 Instruct rank on SWE-bench Verified?

It ranks #277 of 600 models, in the 54th percentile. The leader is GPT-5.2 Pro at 81.7.

Is Mistral Small 3 Instruct good at SWE-bench Verified?

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 SWE-bench Verified score calculated?

SWE-bench Verified 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 Mistral Small 3 Instruct cost?

Mistral Small 3 Instruct costs $3.97 per million input tokens and $20.95 per million output tokens.

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