# Gemma 7B vs Nova 2 Lite

> Nova 2 Lite is the stronger model overall, scoring 39.7 to 30.0 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemma-7b-vs-nova-2-lite
- Last updated: 2026-10-10
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Nova 2 Lite in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Nova 2 Lite leads 53.9 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemma 7B | Nova 2 Lite |
|---|---|---|
| Provider | Google | Amazon |
| Noometry Index | 30.0 | 39.7 |
| Rank | 299 | 161 |
| Context | — | 1M |
| Input $/M | — | $0.30 |
| Output $/M | — | $2.50 |
| Weights | Open | Proprietary |

## Coding

- Gemma 7B: 30.5 (#294)
- Nova 2 Lite: 40.7 (#134)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Coding | 1048 | 1385 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |

## Agentic & Tool Use

- Gemma 7B: —
- Nova 2 Lite: 24.1 (#121)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 27.1% |

## Reasoning

- Gemma 7B: 19.9 (#249)
- Nova 2 Lite: 27.5 (#118)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1364 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |

## Math

- Gemma 7B: 31.2 (#228)
- Nova 2 Lite: 37.5 (#156)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Math | 1066 | 1359 |
| GSM8K | 46.4% | — |

## Knowledge

- Gemma 7B: 27.3 (#252)
- Nova 2 Lite: 43.0 (#94)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Expert | 1001 | 1358 |
| Vectara Hallucination Rate | — | 5.1% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |

## Multilingual

- Gemma 7B: 25.1 (#287)
- Nova 2 Lite: 47.1 (#153)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Non-English | 999 | 1337 |
| LMArena Chinese | 1035 | 1364 |
| LMArena French | 1025 | 1381 |
| LMArena Russian | 993 | 1343 |
| LMArena German | — | 1343 |
| LMArena Japanese | — | 1271 |
| LMArena Korean | — | 1284 |
| LMArena Spanish | — | 1373 |

## Instruction Following

- Gemma 7B: 51.5 (#295)
- Nova 2 Lite: 70.5 (#161)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Instruction Following | 1017 | 1335 |

## Long Context

- Gemma 7B: 31.1 (#282)
- Nova 2 Lite: 40.6 (#150)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Longer Query | 1022 | 1335 |

## Writing & Preference

- Gemma 7B: 27.1 (#302)
- Nova 2 Lite: 53.9 (#154)

| Benchmark | Gemma 7B | Nova 2 Lite |
|---|---|---|
| LMArena Text | 1056 | 1362 |
| LMArena Creative Writing | 1024 | 1291 |
| LMArena Multi-Turn | 963 | 1338 |

## FAQ

### Is Gemma 7B better than Nova 2 Lite?

Nova 2 Lite is the stronger model overall, scoring 39.7 to 30.0 on the Noometry Index.

### Is Gemma 7B or Nova 2 Lite better for coding?

Nova 2 Lite scores higher on coding benchmarks: 40.7 versus 30.5 in the Noometry coding category.

### How many benchmarks do Gemma 7B and Nova 2 Lite share?

13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Nova 2 Lite has 19.