Model comparison
Gemma 7B vs Nova 2.0 Pro Preview
Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 29.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
GoogleSummary
- The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.2 to 29.9.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | Nova 2.0 Pro Preview | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 29.5 | 32.8 |
| Released | 2024-02-21 | 2025-12-02 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 3 |
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Category by category
Coding Nova 2.0 Pro Preview leads
Gemma 7B: 29.9 (#290), Nova 2.0 Pro Preview: 40.2 (#130)
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| SciCode | — | 42.7% |
| LMArena Coding | 1048 | — |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Agentic & Tool Use Not comparable
Gemma 7B: —, Nova 2.0 Pro Preview: 21.9 (#127)
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |
Reasoning Nova 2.0 Pro Preview leads
Gemma 7B: 19.0 (#247), Nova 2.0 Pro Preview: 21.7 (#189)
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | 1042 | — |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.74 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Not comparable
Gemma 7B: 28.7 (#225), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Math | 1066 | — |
| GSM8K | 46.4% | — |
Knowledge Not comparable
Gemma 7B: 26.8 (#248), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Expert | 1002 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Not comparable
Gemma 7B: 25.3 (#282), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 999 | — |
| LMArena Chinese | 1035 | — |
| LMArena French | 1024 | — |
| LMArena Russian | 993 | — |
Instruction Following Not comparable
Gemma 7B: 51.7 (#290), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1017 | — |
Long Context Not comparable
Gemma 7B: 31.1 (#277), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1022 | — |
Writing & Preference Not comparable
Gemma 7B: 27.2 (#297), Nova 2.0 Pro Preview: —
| Benchmark | Gemma 7B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1056 | — |
| LMArena Creative Writing | 1024 | — |
| LMArena Multi-Turn | 963 | — |
Frequently asked questions
Is Gemma 7B better than Nova 2.0 Pro Preview?
Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 29.5 on the Noometry Index.
Is Gemma 7B or Nova 2.0 Pro Preview better for coding?
Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 29.9 in the Noometry coding category.
How many benchmarks do Gemma 7B and Nova 2.0 Pro Preview share?
0 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Nova 2.0 Pro Preview has 3.