Model comparison
Amazon Nova Pro vs o1-mini
o1-mini is the stronger model overall, scoring 34.0 to 31.0 on the Noometry Index.
Last verified . 27 shared benchmarks.
Summary
- They share 27 benchmarks with published results for both. Amazon Nova Pro scores higher in 1 category and o1-mini in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Amazon Nova Pro leads 20.0 to 8.8.
- The biggest single-benchmark swing is LiveBench Reasoning: 32.6% for Amazon Nova Pro and 72.3% for o1-mini.
Side by side
| Amazon Nova Pro | o1-mini | |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 31.0 | 34.0 |
| Released | 2024-12-03 | 2024-09-12 |
| Weights | Proprietary | Proprietary |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.80 | — |
| Output $ / M tokens | $3.20 | — |
| Results tracked | 38 | 39 |
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Category by category
Coding Too close to call
Amazon Nova Pro: 35.1 (#229), o1-mini: 35.5 (#224)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LiveBench Coding | 38.1% | 48% |
| LMArena Coding | 1270 | 1362 |
| Aider Polyglot | — | 32.9% |
| WeirdML | — | 36.3% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 78.8% |
Agentic & Tool Use o1-mini leads
Amazon Nova Pro: 16.7 (#147), o1-mini: 24.6 (#118)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
| Cybench | — | 10% |
Reasoning Amazon Nova Pro leads
Amazon Nova Pro: 20.0 (#243), o1-mini: 8.8 (#346)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LiveBench Reasoning | 32.6% | 72.3% |
| LMArena Hard Prompts | 1246 | 1333 |
| LiveBench Data Analysis | 48.3% | 57.9% |
| Epoch Capabilities Index | 123.8 | 135.82 |
| LiveBench | 43.5% | 57.8% |
| ARC-AGI-2 | — | 0.8% |
| SimpleBench | — | 18.1% |
| ARC-AGI-1 | — | 14% |
Math o1-mini leads
Amazon Nova Pro: 28.5 (#243), o1-mini: 35.4 (#186)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LiveBench Math | 38% | 62% |
| LMArena Math | 1252 | 1358 |
| OTIS Mock AIME 2024-2025 | — | 46.9% |
| Omni-MATH | 24.2% | — |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |
Knowledge o1-mini leads
Amazon Nova Pro: 27.4 (#250), o1-mini: 34.9 (#192)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| Confabulations | 30.1% | 18.6% |
| LMArena Expert | 1211 | 1316 |
| GPQA Diamond | — | 62.4% |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| MMLU | 82% | — |
Multimodal Not comparable
Amazon Nova Pro: 25.0 (#126), o1-mini: —
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LMArena Vision | 980 | — |
Multilingual o1-mini leads
Amazon Nova Pro: 39.7 (#223), o1-mini: 43.6 (#182)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LMArena Non-English | 1234 | 1289 |
| LMArena Chinese | 1244 | 1314 |
| LMArena French | 1271 | 1293 |
| LMArena German | 1243 | 1278 |
| LMArena Japanese | 1200 | 1245 |
| LMArena Korean | 1203 | 1223 |
| LMArena Russian | 1240 | 1283 |
| LMArena Spanish | 1182 | 1303 |
Instruction Following o1-mini leads
Amazon Nova Pro: 64.9 (#226), o1-mini: 66.7 (#206)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LiveBench Instruction Following | 67.1% | 65.4% |
| LMArena Instruction Following | 1235 | 1304 |
| IFEval | 81.5% | — |
Long Context o1-mini leads
Amazon Nova Pro: 38.1 (#205), o1-mini: 40.1 (#161)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LMArena Longer Query | 1255 | 1320 |
Writing & Preference o1-mini leads
Amazon Nova Pro: 43.9 (#226), o1-mini: 48.4 (#202)
| Benchmark | Amazon Nova Pro | o1-mini |
|---|---|---|
| LMArena Text | 1259 | 1317 |
| LMArena Creative Writing | 1212 | 1244 |
| Short-Story Creative Writing | 60.5% | 64.9% |
| LMArena Multi-Turn | 1246 | 1314 |
| LiveBench Language | 37% | 40.9% |
| WildBench | 77.7% | — |
Frequently asked questions
Is Amazon Nova Pro better than o1-mini?
o1-mini is the stronger model overall, scoring 34.0 to 31.0 on the Noometry Index.
Is Amazon Nova Pro or o1-mini better for coding?
They score almost the same on coding (35.1 vs 35.5); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Pro and o1-mini share?
27 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and o1-mini has 39.