# Gemma 7B vs Sonar

> Sonar is the stronger model overall, scoring 38.5 to 30.0 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemma-7b-vs-sonar
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in writing & preference, where Sonar leads 52.6 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemma 7B | Sonar |
|---|---|---|
| Provider | Google | Perplexity |
| Noometry Index | 30.0 | 38.5 |
| Rank | 299 | 187 |
| Context | — | 128K |
| Input $/M | — | $1 |
| Output $/M | — | $1 |
| Weights | Open | Proprietary |

## Coding

- Gemma 7B: 30.5 (#294)
- Sonar: 35.7 (#221)

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LiveBench Coding | — | 35.1% |
| LMArena Coding | 1048 | — |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |

## Reasoning

- Gemma 7B: 19.9 (#249)
- Sonar: 21.1 (#227)

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 1042 | — |
| LiveBench Data Analysis | — | 37.9% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| LiveBench | — | 46.9% |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |

## Math

- Gemma 7B: 31.2 (#228)
- Sonar: 33.7 (#200)

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LiveBench Math | — | 41.6% |
| LMArena Math | 1066 | — |
| GSM8K | 46.4% | — |

## Knowledge

- Gemma 7B: 27.3 (#252)
- Sonar: —

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LMArena Expert | 1001 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |

## Multilingual

- Gemma 7B: 25.1 (#287)
- Sonar: —

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LMArena Non-English | 999 | — |
| LMArena Chinese | 1035 | — |
| LMArena French | 1025 | — |
| LMArena Russian | 993 | — |

## Instruction Following

- Gemma 7B: 51.5 (#295)
- Sonar: 71.4 (#150)

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 1017 | — |

## Long Context

- Gemma 7B: 31.1 (#282)
- Sonar: —

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LMArena Longer Query | 1022 | — |

## Writing & Preference

- Gemma 7B: 27.1 (#302)
- Sonar: 52.6 (#167)

| Benchmark | Gemma 7B | Sonar |
|---|---|---|
| LMArena Text | 1056 | — |
| LMArena Creative Writing | 1024 | — |
| LMArena Multi-Turn | 963 | — |
| LiveBench Language | — | 44.1% |

## FAQ

### Is Gemma 7B better than Sonar?

Sonar is the stronger model overall, scoring 38.5 to 30.0 on the Noometry Index.

### Is Gemma 7B or Sonar better for coding?

Sonar scores higher on coding benchmarks: 35.7 versus 30.5 in the Noometry coding category.

### How many benchmarks do Gemma 7B and Sonar share?

0 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Sonar has 7.