# Gemini 3.1 Flash Lite vs Gemma 7B

> Gemini 3.1 Flash Lite is the stronger model overall, scoring 40.4 to 29.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-1-flash-lite-vs-gemma-7b
- Last updated: 2026-10-10
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. Gemini 3.1 Flash Lite 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 Gemini 3.1 Flash Lite leads 61.0 to 27.2.
- Gemma 7B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| Provider | Google | Google |
| Noometry Index | 40.4 | 29.5 |
| Rank | 141 | 295 |
| Context | 1.05M | — |
| Input $/M | $0.25 | — |
| Output $/M | $1.50 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.1 Flash Lite: 37.5 (#179)
- Gemma 7B: 29.9 (#290)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Coding | 1400 | 1048 |
| LMArena WebDev | 1256 | — |
| SciCode | 41.9% | — |
| WeirdML | 52.2% | — |
| ALE-Bench | 797.73 | — |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |

## Agentic & Tool Use

- Gemini 3.1 Flash Lite: 29.9 (#72)
- Gemma 7B: —

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| DeepResearch Bench | 37.3% | — |

## Reasoning

- Gemini 3.1 Flash Lite: 22.3 (#181)
- Gemma 7B: 19.0 (#247)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1407 | 1042 |
| Epoch Capabilities Index | 144.45 | 111.74 |
| Kagi LLM Benchmark | 67.2% | — |
| NYT Connections (extended) | 8.2% | — |
| CritPt | 1.1% | — |
| Chess Puzzles | 25% | — |
| EnigmaEval | 3% | — |
| Thematic Generalization | 63.3% | — |
| DTBench | 76.8% | — |
| LMCA | 35% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| ForecastBench | 54.4 | — |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |

## Math

- Gemini 3.1 Flash Lite: 39.5 (#82)
- Gemma 7B: 28.7 (#225)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Math | 1427 | 1066 |
| FrontierMath (Tiers 1-3) | 27.7% | — |
| OTIS Mock AIME 2024-2025 | 80% | — |
| GSM8K | — | 46.4% |

## Knowledge

- Gemini 3.1 Flash Lite: 41.7 (#95)
- Gemma 7B: 26.8 (#248)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Expert | 1397 | 1002 |
| GPQA Diamond | 81.8% | — |
| Humanity's Last Exam | 8.6% | — |
| Vectara Hallucination Rate | 8.2% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |

## Multimodal

- Gemini 3.1 Flash Lite: 38.7 (#57)
- Gemma 7B: —

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Vision | 1240 | — |

## Multilingual

- Gemini 3.1 Flash Lite: 52.5 (#82)
- Gemma 7B: 25.3 (#282)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1410 | 999 |
| LMArena Chinese | 1461 | 1035 |
| LMArena French | 1423 | 1024 |
| LMArena Russian | 1420 | 993 |
| LMArena German | 1429 | — |
| LMArena Japanese | 1411 | — |
| LMArena Korean | 1393 | — |
| LMArena Spanish | 1420 | — |

## Instruction Following

- Gemini 3.1 Flash Lite: 72.9 (#126)
- Gemma 7B: 51.7 (#290)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1376 | 1017 |

## Long Context

- Gemini 3.1 Flash Lite: 42.5 (#117)
- Gemma 7B: 31.1 (#277)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1394 | 1022 |

## Writing & Preference

- Gemini 3.1 Flash Lite: 61.0 (#90)
- Gemma 7B: 27.2 (#297)

| Benchmark | Gemini 3.1 Flash Lite | Gemma 7B |
|---|---|---|
| LMArena Text | 1416 | 1056 |
| LMArena Creative Writing | 1401 | 1024 |
| LMArena Multi-Turn | 1417 | 963 |

## FAQ

### Is Gemini 3.1 Flash Lite better than Gemma 7B?

Gemini 3.1 Flash Lite is the stronger model overall, scoring 40.4 to 29.5 on the Noometry Index.

### Is Gemini 3.1 Flash Lite or Gemma 7B better for coding?

Gemini 3.1 Flash Lite scores higher on coding benchmarks: 37.5 versus 29.9 in the Noometry coding category.

### How many benchmarks do Gemini 3.1 Flash Lite and Gemma 7B share?

14 benchmarks have published results for both models. Gemini 3.1 Flash Lite has 38 scored results on Noometry and Gemma 7B has 27.