Model comparison
Amazon Nova Experimental Chat 10 09 vs GPT-4
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 29.1 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-4 in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Experimental Chat 10 09 leads 54.7 to 34.9.
Side by side
| Amazon Nova Experimental Chat 10 09 | GPT-4 | |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 41.9 | 29.1 |
| Released | — | 2023-03-14 |
| Weights | Proprietary | Proprietary |
| Context window | — | 8K |
| Max output | — | 8K |
| Input $ / M tokens | — | $30 |
| Output $ / M tokens | — | $60 |
| Results tracked | 9 | 38 |
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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-4: 31.6 (#283)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Coding | 1370 | 1254 |
| WeirdML | — | 12.4% |
| BigCodeBench Instruct | — | 46% |
| BigCodeBench Complete | — | 57.2% |
| HumanEval+ | — | 79.3% |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4: —
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| METR Time Horizons | — | 36.1% |
Reasoning Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 27.3 (#120), GPT-4: 17.8 (#289)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1241 |
| Chess Puzzles | — | 4% |
| Mystery Game Puzzles | — | 12% |
| DTBench | — | 62.7% |
| LMCA | — | 17.1% |
| BIG-Bench Hard | — | 75.1% |
| Epoch Capabilities Index | — | 125.89 |
| ForecastBench | — | 57.8 |
| HellaSwag | — | 95.3% |
| WinoGrande | — | 87.5% |
Math Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4: 10.8 (#309)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 1.1% |
| LMArena Math | — | 1269 |
| MATH Level 5 | — | 23% |
| GSM8K | — | 92% |
Knowledge Not comparable
Amazon Nova Experimental Chat 10 09: —, GPT-4: 18.4 (#282)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| GPQA Diamond | — | 35.7% |
| LMArena Expert | — | 1211 |
| MMLU | — | 86.4% |
| TriviaQA | — | 84.8% |
Multilingual Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 47.3 (#150), GPT-4: 40.6 (#215)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Non-English | 1340 | 1246 |
| LMArena Chinese | 1341 | 1242 |
| LMArena French | — | 1283 |
| LMArena German | — | 1251 |
| LMArena Japanese | — | 1209 |
| LMArena Korean | — | 1184 |
| LMArena Russian | — | 1251 |
| LMArena Spanish | — | 1261 |
Instruction Following Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 69.4 (#172), GPT-4: 65.3 (#222)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Instruction Following | 1315 | 1241 |
Long Context Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 40.5 (#152), GPT-4: 37.7 (#212)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Longer Query | 1333 | 1244 |
Writing & Preference Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 54.7 (#149), GPT-4: 34.9 (#268)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-4 |
|---|---|---|
| LMArena Text | 1364 | 1263 |
| LMArena Creative Writing | 1307 | 1244 |
| LMArena Multi-Turn | 1355 | 1257 |
| EQ-Bench Creative Writing | — | 752 |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 09 better than GPT-4?
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 29.1 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 09 or GPT-4 better for coding?
Amazon Nova Experimental Chat 10 09 scores higher on coding benchmarks: 40.2 versus 31.6 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 10 09 and GPT-4 share?
9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and GPT-4 has 38.