Model comparison
Amazon Nova Experimental Chat 10 20 vs o1
Amazon Nova Experimental Chat 10 20 is the stronger model overall, scoring 42.1 to 40.9 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Amazon Nova Experimental Chat 10 20 scores higher in 4 categories and o1 in 4 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in long context, where o1 leads 50.3 to 41.7.
Side by side
| Amazon Nova Experimental Chat 10 20 | o1 | |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 42.1 | 40.9 |
| Released | — | 2024-09-12 |
| Weights | Proprietary | Proprietary |
| Context window | — | 200K |
| Max output | — | 100K |
| Input $ / M tokens | — | $15 |
| Output $ / M tokens | — | $60 |
| Results tracked | 17 | 52 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding o1 leads
Amazon Nova Experimental Chat 10 20: 41.6 (#123), o1: 46.1 (#70)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Coding | 1412 | 1367 |
| Aider Polyglot | — | 61.7% |
| WeirdML | — | 47.6% |
| LiveBench Coding | — | 69.7% |
| CadEval | — | 56% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 80.2% |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 10 20: —, o1: 24.6 (#117)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| Cybench | — | 10% |
| METR Time Horizons | — | 51.1% |
Reasoning Too close to call
Amazon Nova Experimental Chat 10 20: 28.4 (#106), o1: 27.9 (#111)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Hard Prompts | 1396 | 1371 |
| SimpleBench | — | 41.7% |
| ARC-AGI-1 | — | 30.7% |
| Chess Puzzles | — | 15% |
| EnigmaEval | — | 5.7% |
| LiveBench Reasoning | — | 91.6% |
| DTBench | — | 74.7% |
| LiveBench Data Analysis | — | 65.5% |
| LMCA | — | 22.3% |
| Epoch Capabilities Index | — | 141.91 |
| LiveBench | — | 75.7% |
Math Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 39.0 (#119), o1: 36.1 (#175)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Math | 1425 | 1388 |
| FrontierMath (Tiers 1-3) | — | 14.7% |
| OTIS Mock AIME 2024-2025 | — | 73.3% |
| LiveBench Math | — | 80.3% |
| MATH Level 5 | — | 94.7% |
| FrontierMath (Feb 2025 set) | — | 9.3% |
Knowledge o1 leads
Amazon Nova Experimental Chat 10 20: 38.5 (#144), o1: 41.5 (#110)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Expert | 1386 | 1361 |
| GPQA Diamond | — | 76.8% |
| Humanity's Last Exam | — | 8% |
| SimpleQA Verified | — | 41.1% |
| Confabulations | — | 11.7% |
Multimodal Not comparable
Amazon Nova Experimental Chat 10 20: —, o1: 34.2 (#93)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Vision | — | 1168 |
| GeoBench | — | 80% |
| VPCT | — | 37% |
| SpatialViz-Bench | — | 41.4% |
Multilingual Too close to call
Amazon Nova Experimental Chat 10 20: 49.5 (#131), o1: 48.6 (#142)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Non-English | 1372 | 1358 |
| LMArena Chinese | 1404 | 1394 |
| LMArena French | 1425 | 1344 |
| LMArena German | 1391 | 1337 |
| LMArena Japanese | 1360 | 1346 |
| LMArena Korean | 1324 | 1396 |
| LMArena Russian | 1371 | 1356 |
| LMArena Spanish | 1382 | 1345 |
Instruction Following o1 leads
Amazon Nova Experimental Chat 10 20: 72.1 (#141), o1: 74.8 (#86)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Instruction Following | 1365 | 1367 |
| LiveBench Instruction Following | — | 81.5% |
Long Context o1 leads
Amazon Nova Experimental Chat 10 20: 41.7 (#133), o1: 50.3 (#9)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Longer Query | 1370 | 1378 |
| Fiction.LiveBench | — | 83.3% |
Writing & Preference Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 56.6 (#136), o1: 55.6 (#144)
| Benchmark | Amazon Nova Experimental Chat 10 20 | o1 |
|---|---|---|
| LMArena Text | 1394 | 1366 |
| LMArena Creative Writing | 1318 | 1348 |
| LMArena Multi-Turn | 1364 | 1369 |
| Short-Story Creative Writing | — | 70.2% |
| LiveBench Language | — | 65.4% |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 20 better than o1?
Amazon Nova Experimental Chat 10 20 is the stronger model overall, scoring 42.1 to 40.9 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 20 or o1 better for coding?
o1 scores higher on coding benchmarks: 46.1 versus 41.6 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 10 20 and o1 share?
17 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 20 has 17 scored results on Noometry and o1 has 52.