# Gemini 2.5 Flash-Lite vs Ministral 8B

> Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 28.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-2-5-flash-lite-vs-ministral-8b
- Last updated: 2026-10-12
- Shared benchmarks: 15

## Summary

- They share 15 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 8 categories and Ministral 8B in 1 category; 9 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini 2.5 Flash-Lite leads 32.5 to 12.6.
- The biggest single-benchmark swing is Berkeley Function Calling Leaderboard: 36.9% for Gemini 2.5 Flash-Lite and 11.1% for Ministral 8B.
- Ministral 8B is cheaper at $0.15 / $0.15 per million input/output tokens, against $0.10 / $0.40 for Gemini 2.5 Flash-Lite.
- Gemini 2.5 Flash-Lite accepts more context: 1.05M tokens versus 262K.
- Ministral 8B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| Provider | Google | Mistral AI |
| Noometry Index | 37.0 | 28.2 |
| Rank | 211 | 325 |
| Context | 1.05M | 262K |
| Input $/M | $0.10 | $0.15 |
| Output $/M | $0.40 | $0.15 |
| Weights | Proprietary | Open |

## Coding

- Gemini 2.5 Flash-Lite: 38.5 (#173)
- Ministral 8B: 35.0 (#230)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Coding | 1373 | 1202 |
| WeirdML | 35.2% | — |
| ALE-Bench | 325.9 | — |

## Agentic & Tool Use

- Gemini 2.5 Flash-Lite: 28.0 (#96)
- Ministral 8B: 16.4 (#148)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | 11.1% |

## Reasoning

- Gemini 2.5 Flash-Lite: 22.2 (#205)
- Ministral 8B: 18.4 (#281)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Hard Prompts | 1377 | 1191 |
| DTBench | 62.8% | 45.7% |
| Kagi LLM Benchmark | 40.5% | — |
| LMCA | 18.1% | — |
| Epoch Capabilities Index | 133.94 | — |

## Math

- Gemini 2.5 Flash-Lite: 38.0 (#144)
- Ministral 8B: 25.7 (#267)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Math | 1373 | 1188 |
| Omni-MATH | 48% | — |
| MATH Level 5 | — | 14.9% |

## Knowledge

- Gemini 2.5 Flash-Lite: 32.5 (#210)
- Ministral 8B: 12.6 (#297)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| Vectara Hallucination Rate | 3.3% | 7.4% |
| LMArena Expert | 1373 | 1170 |
| GPQA Diamond | — | 27.1% |
| MMLU-Pro | 53.7% | — |
| GPQA (HELM) | 30.9% | — |

## Multimodal

- Gemini 2.5 Flash-Lite: 29.1 (#114)
- Ministral 8B: —

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Vision | 1198 | — |
| VPCT | 30% | — |

## Multilingual

- Gemini 2.5 Flash-Lite: 49.3 (#134)
- Ministral 8B: 35.1 (#247)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Non-English | 1369 | 1165 |
| LMArena Chinese | 1404 | 1193 |
| LMArena Russian | 1373 | 1195 |
| LMArena French | 1388 | — |
| LMArena German | 1389 | — |
| LMArena Japanese | 1359 | — |
| LMArena Korean | 1360 | — |
| LMArena Spanish | 1396 | — |

## Instruction Following

- Gemini 2.5 Flash-Lite: 70.0 (#168)
- Ministral 8B: 60.5 (#250)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Instruction Following | 1367 | 1161 |
| IFEval | 81% | — |

## Long Context

- Gemini 2.5 Flash-Lite: 33.3 (#262)
- Ministral 8B: 36.7 (#227)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Longer Query | 1373 | 1212 |
| Fiction.LiveBench | 47.2% | — |

## Writing & Preference

- Gemini 2.5 Flash-Lite: 56.8 (#135)
- Ministral 8B: 39.6 (#246)

| Benchmark | Gemini 2.5 Flash-Lite | Ministral 8B |
|---|---|---|
| LMArena Text | 1379 | 1191 |
| LMArena Creative Writing | 1367 | 1175 |
| LMArena Multi-Turn | 1366 | 1166 |
| WildBench | 81.8% | — |

## FAQ

### Is Gemini 2.5 Flash-Lite better than Ministral 8B?

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 28.2 on the Noometry Index.

### Which is cheaper, Gemini 2.5 Flash-Lite or Ministral 8B?

Ministral 8B is cheaper. It lists at $0.15 per million input tokens and $0.15 per million output tokens; Gemini 2.5 Flash-Lite lists at $0.10 and $0.40.

### Is Gemini 2.5 Flash-Lite or Ministral 8B better for coding?

Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.5 versus 35.0 in the Noometry coding category.

### Which has the bigger context window?

Gemini 2.5 Flash-Lite does, with 1.05M tokens against 262K.

### How many benchmarks do Gemini 2.5 Flash-Lite and Ministral 8B share?

15 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Ministral 8B has 17.