Preference · Amazon

Nova Lite Max on Arena Elo: score, rank and what it means

Nova Lite Max scores 1368.3 on Arena Elo, placing it #325 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1368.3
0–100 scale
Rank
#325
of 600
Percentile
46th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
133.6
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Nova Lite Max highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Nova Lite Max sits at #325 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 133.6 points. The median model in this index scores 1373.8, which puts Nova Lite Max below the midpoint.

Amazon models average 1372.4 on this benchmark. Nova Lite Max is 4.1 points below that provider line, so it is a weaker result than the average Amazon model.

Among multimodal models, the average is 1409.6. Nova Lite Max is 41.3 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 1368.3 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 $9.79 per million input tokens, Nova Lite Max is above the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Yi-Lightning Base 01.AI 16384 $3.31 72.7
Reka Flash Reka AI 128000 $9.95 74.1
Fusion Turbo OpenRouter 8192 $8.55 71.7
Llama 3 Novita Chat Novita AI 65536 $3.50 74.2
Nova Lite Max Amazon 200000 $9.79 73.4
Gemini 3 Pro Nano Google DeepMind 8192 $9.11 73.2
Llama 3 Baseten Base Baseten 16384 $3.16 72.4

Other benchmarks for Nova Lite Max

BenchmarkScoreRankPercentileRelative
MMLU-Pro 77.2 272 55th
GPQA Diamond 69.8 273 55th
SWE-bench Verified 60.3 322 46th
HumanEval 80.2 227 62th
MATH-500 79.7 216 64th
AIME 2025 65.8 333 45th
LiveCodeBench 65.4 286 52th
IFEval 80.4 325 46th
TruthfulQA 75.1 330 45th
HellaSwag 83.8 288 52th
MMMU 69.5 318 47th

FAQ

What score does Nova Lite Max get on Arena Elo?

Nova Lite Max scores 1368.3 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Nova Lite Max rank on Arena Elo?

It ranks #325 of 600 models, in the 46th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Nova Lite Max good at Arena Elo?

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 Arena Elo score calculated?

Arena Elo is a preference 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 Max cost?

Nova Lite Max costs $9.79 per million input tokens and $35.24 per million output tokens.

Related