# Gemini 1.5 Flash 8B vs MiniMax-M2.7

> MiniMax-M2.7 is the stronger model overall, scoring 37.7 to 29.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-1-5-flash-8b-vs-minimax-m2-7
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Gemini 1.5 Flash 8B scores higher in 1 category and MiniMax-M2.7 in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where MiniMax-M2.7 leads 37.7 to 16.0.
- MiniMax-M2.7 has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| Provider | Google | MiniMax |
| Noometry Index | 29.9 | 37.7 |
| Rank | 301 | 196 |
| Context | — | 205K |
| Input $/M | — | $0.30 |
| Output $/M | — | $1.20 |
| Weights | Proprietary | Open |

## Coding

- Gemini 1.5 Flash 8B: 35.5 (#225)
- MiniMax-M2.7: 41.8 (#120)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Coding | 1218 | 1454 |
| LMArena WebDev | — | 1398 |
| SciCode | — | 47% |
| WeirdML | — | 37% |
| ALE-Bench | — | 599.25 |

## Agentic & Tool Use

- Gemini 1.5 Flash 8B: —
- MiniMax-M2.7: 25.1 (#111)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| Terminal-Bench | — | 45.1% |
| ExploitBench | — | 13.3% |
| GBAEval | — | 0% |

## Reasoning

- Gemini 1.5 Flash 8B: 20.0 (#244)
- MiniMax-M2.7: 19.7 (#253)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Hard Prompts | 1209 | 1422 |
| NYT Connections (extended) | — | 24.7% |
| CritPt | — | 0.6% |
| Thematic Generalization | — | 39.3% |
| DTBench | 50% | — |
| Epoch Capabilities Index | — | 145.85 |

## Math

- Gemini 1.5 Flash 8B: 14.2 (#302)
- MiniMax-M2.7: 25.9 (#263)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Math | 1207 | 1420 |
| OTIS Mock AIME 2024-2025 | 4.6% | — |
| ProofBench | — | 3% |

## Knowledge

- Gemini 1.5 Flash 8B: 16.0 (#289)
- MiniMax-M2.7: 37.7 (#152)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Expert | 1185 | 1444 |
| GPQA Diamond | 33% | — |
| Vectara Hallucination Rate | — | 12.9% |

## Multimodal

- Gemini 1.5 Flash 8B: 28.2 (#115)
- MiniMax-M2.7: —

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Vision | 1044 | — |

## Multilingual

- Gemini 1.5 Flash 8B: 38.5 (#229)
- MiniMax-M2.7: 50.3 (#123)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Non-English | 1215 | 1382 |
| LMArena Chinese | 1231 | 1441 |
| LMArena French | 1234 | 1421 |
| LMArena German | 1206 | 1398 |
| LMArena Japanese | 1150 | 1262 |
| LMArena Korean | 1140 | 1313 |
| LMArena Russian | 1236 | 1383 |
| LMArena Spanish | 1212 | 1403 |

## Instruction Following

- Gemini 1.5 Flash 8B: 62.8 (#236)
- MiniMax-M2.7: 74.1 (#103)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Instruction Following | 1199 | 1405 |

## Long Context

- Gemini 1.5 Flash 8B: 37.0 (#225)
- MiniMax-M2.7: 43.3 (#99)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Longer Query | 1219 | 1419 |

## Writing & Preference

- Gemini 1.5 Flash 8B: 42.8 (#232)
- MiniMax-M2.7: 58.9 (#112)

| Benchmark | Gemini 1.5 Flash 8B | MiniMax-M2.7 |
|---|---|---|
| LMArena Text | 1226 | 1405 |
| LMArena Creative Writing | 1218 | 1354 |
| LMArena Multi-Turn | 1185 | 1412 |

## FAQ

### Is Gemini 1.5 Flash 8B better than MiniMax-M2.7?

MiniMax-M2.7 is the stronger model overall, scoring 37.7 to 29.9 on the Noometry Index.

### Is Gemini 1.5 Flash 8B or MiniMax-M2.7 better for coding?

MiniMax-M2.7 scores higher on coding benchmarks: 41.8 versus 35.5 in the Noometry coding category.

### How many benchmarks do Gemini 1.5 Flash 8B and MiniMax-M2.7 share?

17 benchmarks have published results for both models. Gemini 1.5 Flash 8B has 21 scored results on Noometry and MiniMax-M2.7 has 30.