Coding · Amazon

Nova Pro Mini on LiveCodeBench: score, rank and what it means

Nova Pro Mini scores 59.3 on LiveCodeBench, placing it #374 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
59.3
0–100 scale
Rank
#374
of 600
Percentile
38th
within the index
Benchmark avg
61.0
all models
Leader
85.1
Claude Sonnet 4.5 Reasoning
Gap to leader
25.8
points

Score distribution

The chart shows the top 10 models on LiveCodeBench, with Nova Pro Mini 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, Nova Pro Mini sits at #374 of 600. The leader, Claude Sonnet 4.5 Reasoning, scores 85.1, so the gap to the top is 25.8 points. The median model in this index scores 64.7, which puts Nova Pro Mini below the midpoint.

Amazon models average 65.8 on this benchmark. Nova Pro Mini is 6.5 points below that provider line, so it is a weaker result than the average Amazon model.

Among mid-range models, the average is 58.3. Nova Pro Mini is 1.0 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 59.3 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 $7.74 per million input tokens, Nova Pro Mini 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
OLMo 2 Allen Institute for AI 65536 $2.99 71.0
Phi-3.5 Microsoft 16384 $2.81 70.9
Claude 3.7 Sonnet Nano Anthropic 65536 $6.93 68.9
Phi-3.5 Instruct Microsoft 16384 $2.67 70.1
Nova Pro Mini Amazon 16384 $7.74 70.6
Sonar Pro Mini Perplexity 8192 $8.02 70.3
Gemini 2.5 Pro Nano Google DeepMind 32768 $7.28 69.2

Other benchmarks for Nova Pro Mini

BenchmarkScoreRankPercentileRelative
MMLU-Pro 72.5 376 37th
GPQA Diamond 64.6 368 39th
SWE-bench Verified 59.0 343 43th
HumanEval 75.2 341 43th
MATH-500 75.8 307 49th
AIME 2025 64.4 351 42th
IFEval 79.3 345 43th
TruthfulQA 75.8 313 48th
HellaSwag 83.1 318 47th
MMMU 67.9 345 43th
Arena Elo 1343.1 376 37th

FAQ

What score does Nova Pro Mini get on LiveCodeBench?

Nova Pro Mini scores 59.3 on LiveCodeBench in this index. The benchmark average is 61.0 and the top score is 85.1.

How does Nova Pro Mini rank on LiveCodeBench?

It ranks #374 of 600 models, in the 38th percentile. The leader is Claude Sonnet 4.5 Reasoning at 85.1.

Is Nova Pro Mini 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 Nova Pro Mini cost?

Nova Pro Mini costs $7.74 per million input tokens and $31.20 per million output tokens.

Related