Model comparison
Amazon Nova Pro vs Gemma 7B
Amazon Nova Pro and Gemma 7B score almost the same on the Noometry Index (31.0 vs 30.0), so choose on price, context window or the category you care about most.
Last verified . 15 shared benchmarks.
GoogleSummary
- They share 15 benchmarks with published results for both. Amazon Nova Pro scores higher in 7 categories and Gemma 7B in 1 category; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Pro leads 43.9 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Pro | Gemma 7B | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 31.0 | 30.0 |
| Released | 2024-12-03 | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.80 | — |
| Output $ / M tokens | $3.20 | — |
| Results tracked | 38 | 27 |
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Category by category
Coding Amazon Nova Pro leads
Amazon Nova Pro: 35.1 (#229), Gemma 7B: 30.5 (#294)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Coding | 1270 | 1048 |
| LiveBench Coding | 38.1% | — |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Agentic & Tool Use Not comparable
Amazon Nova Pro: 16.7 (#147), Gemma 7B: —
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
Reasoning Too close to call
Amazon Nova Pro: 20.0 (#243), Gemma 7B: 19.9 (#249)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1246 | 1042 |
| Epoch Capabilities Index | 123.8 | 111.99 |
| LiveBench Reasoning | 32.6% | — |
| LiveBench Data Analysis | 48.3% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| HellaSwag | — | 82.2% |
| LiveBench | 43.5% | — |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Gemma 7B leads
Amazon Nova Pro: 28.5 (#243), Gemma 7B: 31.2 (#228)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Math | 1252 | 1066 |
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |
| GSM8K | — | 46.4% |
Knowledge Too close to call
Amazon Nova Pro: 27.4 (#250), Gemma 7B: 27.3 (#252)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Expert | 1211 | 1001 |
| MMLU | 82% | 66.1% |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Confabulations | 30.1% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multimodal Not comparable
Amazon Nova Pro: 25.0 (#126), Gemma 7B: —
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Vision | 980 | — |
Multilingual Amazon Nova Pro leads
Amazon Nova Pro: 39.7 (#223), Gemma 7B: 25.1 (#287)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1234 | 999 |
| LMArena Chinese | 1244 | 1035 |
| LMArena French | 1271 | 1025 |
| LMArena Russian | 1240 | 993 |
| LMArena German | 1243 | — |
| LMArena Japanese | 1200 | — |
| LMArena Korean | 1203 | — |
| LMArena Spanish | 1182 | — |
Instruction Following Amazon Nova Pro leads
Amazon Nova Pro: 64.9 (#226), Gemma 7B: 51.5 (#295)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1235 | 1017 |
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |
Long Context Amazon Nova Pro leads
Amazon Nova Pro: 38.1 (#205), Gemma 7B: 31.1 (#282)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1255 | 1022 |
Writing & Preference Amazon Nova Pro leads
Amazon Nova Pro: 43.9 (#226), Gemma 7B: 27.1 (#302)
| Benchmark | Amazon Nova Pro | Gemma 7B |
|---|---|---|
| LMArena Text | 1259 | 1056 |
| LMArena Creative Writing | 1212 | 1024 |
| LMArena Multi-Turn | 1246 | 963 |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LiveBench Language | 37% | — |
Frequently asked questions
Is Amazon Nova Pro better than Gemma 7B?
Amazon Nova Pro and Gemma 7B score almost the same on the Noometry Index (31.0 vs 30.0), so choose on price, context window or the category you care about most.
Is Amazon Nova Pro or Gemma 7B better for coding?
Amazon Nova Pro scores higher on coding benchmarks: 35.1 versus 30.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Pro and Gemma 7B share?
15 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Gemma 7B has 27.