Reasoning · Amazon

Nova Lite Reasoning on GPQA Diamond: score, rank and what it means

Nova Lite Reasoning scores 69.0 on GPQA Diamond, placing it #296 of 600 models in the index. The benchmark average is 65.6 and the leader is GPT-5.2 Reasoning at 87.0.

Score
69.0
0–100 scale
Rank
#296
of 600
Percentile
51th
within the index
Benchmark avg
65.6
all models
Leader
87.0
GPT-5.2 Reasoning
Gap to leader
18.0
points

Score distribution

The chart shows the top 10 models on GPQA Diamond, with Nova Lite Reasoning highlighted. Longer bars mean higher scores.

GPT-5.2 Reasoning 87.0
GPT-5.1 Max 86.4
Claude Opus 4.5 Pro 86.0
GPT-5.1 Reasoning 85.6
Claude Sonnet 4.5 Reasoning 85.2
GPT-5.2 84.9
o4 Turbo 84.8
Claude Opus 4.5 Max 84.6
Grok 4 Turbo 84.5
Claude Sonnet 4.5 Max 84.4

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
2 GPT-5.1 Max OpenAI 2000000 $20.50 87.9
3 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
4 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
5 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
6 GPT-5.2 OpenAI 2000000 $19.71 88.0
7 o4 Turbo OpenAI 2000000 $19.34 86.6
8 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
9 Grok 4 Turbo xAI 1000000 $19.21 86.7
10 Claude Sonnet 4.5 Max Anthropic 1000000 $19.90 87.2

What this score means

On GPQA Diamond, Nova Lite Reasoning sits at #296 of 600. The leader, GPT-5.2 Reasoning, scores 87.0, so the gap to the top is 18.0 points. The median model in this index scores 68.8, which puts Nova Lite Reasoning above the midpoint.

Amazon models average 68.4 on this benchmark. Nova Lite Reasoning is 0.6 points above that provider line, so it is a stronger result than the average Amazon model.

Among multimodal models, the average is 73.5. Nova Lite Reasoning is 4.5 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 69.0 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 $9.92 per million input tokens, Nova Lite Reasoning is above the median input price of $4.00 across the 600 models scored on GPQA Diamond. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Hunyuan-Large Base Tencent 200000 $3.64 74.0
Llama 3 Lambda Instruct Lambda 32768 $3.92 75.8
Grok 4 Nano xAI 16384 $8.97 72.7
Llama 3 DeepInfra Chat DeepInfra 200000 $3.74 75.0
Nova Lite Reasoning Amazon 32768 $9.92 74.3
Yi-Large Chat 01.AI 65536 $3.49 73.5
Claude Sonnet 4.5 Nano Anthropic 8192 $8.93 72.0

Other benchmarks for Nova Lite Reasoning

BenchmarkScoreRankPercentileRelative
MMLU-Pro 78.7 223 63th
SWE-bench Verified 62.4 270 55th
HumanEval 80.4 225 63th
MATH-500 78.6 248 59th
AIME 2025 66.7 321 47th
LiveCodeBench 65.7 281 53th
IFEval 83.5 233 61th
TruthfulQA 76.8 286 52th
HellaSwag 84.0 282 53th
MMMU 72.0 247 59th
Arena Elo 1371.0 313 48th

FAQ

What score does Nova Lite Reasoning get on GPQA Diamond?

Nova Lite Reasoning scores 69.0 on GPQA Diamond in this index. The benchmark average is 65.6 and the top score is 87.0.

How does Nova Lite Reasoning rank on GPQA Diamond?

It ranks #296 of 600 models, in the 51st percentile. The leader is GPT-5.2 Reasoning at 87.0.

Is Nova Lite Reasoning good at GPQA Diamond?

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 GPQA Diamond score calculated?

GPQA Diamond is a reasoning 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 Lite Reasoning cost?

Nova Lite Reasoning costs $9.92 per million input tokens and $53.42 per million output tokens.

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