Model comparison
Amazon Nova Experimental Chat 10 09 vs GPT-4o mini
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 25.5 on the Noometry Index.
Last verified . 9 shared benchmarks.
Summary
- They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 6 categories and GPT-4o mini in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Amazon Nova Experimental Chat 10 09 leads 27.3 to 8.7.
Side by side
| Amazon Nova Experimental Chat 10 09 | GPT-4o mini | |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 41.9 | 25.5 |
| Released | — | 2024-07-18 |
| Weights | Proprietary | Proprietary |
| Context window | — | 128K |
| Max output | — | 16K |
| Input $ / M tokens | — | $0.15 |
| Output $ / M tokens | — | $0.60 |
| Results tracked | 9 | 60 |
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Category by category
Coding Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 40.2 (#145), GPT-4o mini: 22.0 (#335)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Coding | 1370 | 1290 |
| Aider Polyglot | — | 3.6% |
| WeirdML | — | 11.8% |
| BigCodeBench Instruct | — | 46.1% |
| LiveBench Coding | — | 43.1% |
| BigCodeBench Complete | — | 57.4% |
| HumanEval+ | — | 83.5% |
| MBPP+ | — | 72.2% |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4o mini: 27.5 (#101)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| BALROG | — | 17.4% |
Reasoning Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 27.3 (#120), GPT-4o mini: 8.7 (#347)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1267 |
| ARC-AGI-2 | — | 0% |
| SimpleBench | — | 10.7% |
| Kagi LLM Benchmark | — | 28.8% |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | — | 32.8% |
| Mystery Game Puzzles | — | 12% |
| DTBench | — | 54.4% |
| LiveBench Data Analysis | — | 50% |
| LMCA | — | 10.4% |
| Epoch Capabilities Index | — | 126.56 |
| LiveBench | — | 41.3% |
| PIQA | — | 88.7% |
Math Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4o mini: 10.4 (#314)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 0.7% |
| OTIS Mock AIME 2024-2025 | — | 6.9% |
| Omni-MATH | — | 28% |
| LiveBench Math | — | 36.3% |
| LMArena Math | — | 1267 |
| MATH Level 5 | — | 52.6% |
| GSM8K | — | 91.3% |
Knowledge Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4o mini: 17.7 (#284)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| GPQA Diamond | — | 37.7% |
| SimpleQA Verified | — | 8.3% |
| MMLU-Pro | — | 60.3% |
| Confabulations | — | 37.2% |
| GPQA (HELM) | — | 36.8% |
| LMArena Expert | — | 1235 |
| BoolQ | — | 88.7% |
| MMLU | — | 81.8% |
Multimodal Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4o mini: 25.9 (#122)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Vision | — | 1066 |
| Video-MME | — | 64.8% |
| GeoBench | — | 64% |
| VPCT | — | 34% |
Multilingual Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 47.3 (#150), GPT-4o mini: 42.0 (#199)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Non-English | 1340 | 1266 |
| LMArena Chinese | 1341 | 1265 |
| LMArena French | — | 1297 |
| LMArena German | — | 1272 |
| LMArena Japanese | — | 1216 |
| LMArena Korean | — | 1195 |
| LMArena Russian | — | 1275 |
| LMArena Spanish | — | 1276 |
Instruction Following Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 69.4 (#172), GPT-4o mini: 61.9 (#239)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Instruction Following | 1315 | 1258 |
| LiveBench Instruction Following | — | 56.8% |
| IFEval | — | 78.2% |
Long Context Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 40.5 (#152), GPT-4o mini: 39.1 (#186)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Longer Query | 1333 | 1289 |
Writing & Preference Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 54.7 (#149), GPT-4o mini: 39.5 (#248)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4o mini |
|---|---|---|
| LMArena Text | 1364 | 1286 |
| LMArena Creative Writing | 1307 | 1268 |
| LMArena Multi-Turn | 1355 | 1285 |
| Short-Story Creative Writing | — | 67.2% |
| EQ-Bench Creative Writing | — | 873 |
| WildBench | — | 79.1% |
| LiveBench Language | — | 28.6% |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 09 better than GPT-4o mini?
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 25.5 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 09 or GPT-4o mini better for coding?
Amazon Nova Experimental Chat 10 09 scores higher on coding benchmarks: 40.2 versus 22.0 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 10 09 and GPT-4o mini share?
9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and GPT-4o mini has 60.