Model comparison
Amazon Nova Experimental Chat 10 20 vs Gemma 7B
Amazon Nova Experimental Chat 10 20 is the stronger model overall, scoring 42.1 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Amazon Nova Experimental Chat 10 20 scores higher in 8 categories and Gemma 7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Experimental Chat 10 20 leads 56.6 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 10 20 | Gemma 7B | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 42.1 | 30.0 |
| Released | — | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 27 |
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Category by category
Coding Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 41.6 (#123), Gemma 7B: 30.5 (#294)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Coding | 1412 | 1048 |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Reasoning Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 28.4 (#106), Gemma 7B: 19.9 (#249)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1396 | 1042 |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 39.0 (#119), Gemma 7B: 31.2 (#228)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Math | 1425 | 1066 |
| GSM8K | — | 46.4% |
Knowledge Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 38.5 (#144), Gemma 7B: 27.3 (#252)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Expert | 1386 | 1001 |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multilingual Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 49.5 (#131), Gemma 7B: 25.1 (#287)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1372 | 999 |
| LMArena Chinese | 1404 | 1035 |
| LMArena French | 1425 | 1025 |
| LMArena Russian | 1371 | 993 |
| LMArena German | 1391 | — |
| LMArena Japanese | 1360 | — |
| LMArena Korean | 1324 | — |
| LMArena Spanish | 1382 | — |
Instruction Following Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 72.1 (#141), Gemma 7B: 51.5 (#295)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1365 | 1017 |
Long Context Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 41.7 (#133), Gemma 7B: 31.1 (#282)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1370 | 1022 |
Writing & Preference Amazon Nova Experimental Chat 10 20 leads
Amazon Nova Experimental Chat 10 20: 56.6 (#136), Gemma 7B: 27.1 (#302)
| Benchmark | Amazon Nova Experimental Chat 10 20 | Gemma 7B |
|---|---|---|
| LMArena Text | 1394 | 1056 |
| LMArena Creative Writing | 1318 | 1024 |
| LMArena Multi-Turn | 1364 | 963 |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 20 better than Gemma 7B?
Amazon Nova Experimental Chat 10 20 is the stronger model overall, scoring 42.1 to 30.0 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 20 or Gemma 7B better for coding?
Amazon Nova Experimental Chat 10 20 scores higher on coding benchmarks: 41.6 versus 30.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 10 20 and Gemma 7B share?
13 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 20 has 17 scored results on Noometry and Gemma 7B has 27.