Nova Lite Reasoning on Arena Elo: score, rank and what it means
Nova Lite Reasoning scores 1371.0 on Arena Elo, placing it #313 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 distribution
The chart shows the top 10 models on Arena Elo, with Nova Lite Reasoning highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg 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 Reasoning sits at #313 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 130.9 points. The median model in this index scores 1373.8, which puts Nova Lite Reasoning below the midpoint.
Amazon models average 1372.4 on this benchmark. Nova Lite Reasoning is 1.4 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 Reasoning is 38.6 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 1371.0 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 Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Phi-4 Chat | Microsoft | 65536 | $3.66 | 74.7 |
| Codestral Base | Mistral AI | 8192 | $3.31 | 73.1 |
| Nova Lite | Amazon | 65536 | $9.20 | 73.4 |
| Gemma 3 | Google DeepMind | 65536 | $3.68 | 73.6 |
| Nova Lite Reasoning | Amazon | 32768 | $9.92 | 74.3 |
| Llama 3 DeepInfra | DeepInfra | 128000 | $3.67 | 74.0 |
| Claude Haiku 4.5 Mini | Anthropic | 16384 | $8.76 | 71.6 |
Other benchmarks for Nova Lite Reasoning
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 78.7 | 223 | 63th | |
| GPQA Diamond | 69.0 | 296 | 51th | |
| 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 |
FAQ
What score does Nova Lite Reasoning get on Arena Elo?
Nova Lite Reasoning scores 1371.0 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.
How does Nova Lite Reasoning rank on Arena Elo?
It ranks #313 of 600 models, in the 48th percentile. The leader is Claude Opus 4.5 Max at 1501.9.
Is Nova Lite Reasoning 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 Reasoning cost?
Nova Lite Reasoning costs $9.92 per million input tokens and $53.42 per million output tokens.