Model comparison
Gemma 7B vs MiMo-V2-Flash
MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and MiMo-V2-Flash in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where MiMo-V2-Flash leads 59.7 to 27.1.
Side by side
| Gemma 7B | MiMo-V2-Flash | |
|---|---|---|
| Provider | Xiaomi | |
| Noometry Index | 30.0 | 41.3 |
| Released | 2024-02-21 | 2025-12-16 |
| Weights | Open | Open |
| Context window | — | 262K |
| Max output | — | 66K |
| Input $ / M tokens | — | $0.14 |
| Output $ / M tokens | — | $0.28 |
| Results tracked | 27 | 21 |
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Category by category
Coding MiMo-V2-Flash leads
Gemma 7B: 30.5 (#294), MiMo-V2-Flash: 36.1 (#211)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Coding | 1048 | 1443 |
| LMArena WebDev | — | 1330 |
| SciCode | — | 25.9% |
| ALE-Bench | — | 737.95 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning MiMo-V2-Flash leads
Gemma 7B: 19.9 (#249), MiMo-V2-Flash: 24.9 (#157)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1420 |
| CritPt | — | 0% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math MiMo-V2-Flash leads
Gemma 7B: 31.2 (#228), MiMo-V2-Flash: 38.3 (#139)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Math | 1066 | 1396 |
| GSM8K | 46.4% | — |
Knowledge MiMo-V2-Flash leads
Gemma 7B: 27.3 (#252), MiMo-V2-Flash: 39.7 (#131)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Expert | 1001 | 1425 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual MiMo-V2-Flash leads
Gemma 7B: 25.1 (#287), MiMo-V2-Flash: 51.0 (#113)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Non-English | 999 | 1392 |
| LMArena Chinese | 1035 | 1462 |
| LMArena French | 1025 | 1429 |
| LMArena Russian | 993 | 1387 |
| LMArena German | — | 1395 |
| LMArena Japanese | — | 1325 |
| LMArena Korean | — | 1358 |
| LMArena Spanish | — | 1420 |
Instruction Following MiMo-V2-Flash leads
Gemma 7B: 51.5 (#295), MiMo-V2-Flash: 73.5 (#120)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Instruction Following | 1017 | 1392 |
Long Context MiMo-V2-Flash leads
Gemma 7B: 31.1 (#282), MiMo-V2-Flash: 43.0 (#110)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Longer Query | 1022 | 1409 |
Writing & Preference MiMo-V2-Flash leads
Gemma 7B: 27.1 (#302), MiMo-V2-Flash: 59.7 (#106)
| Benchmark | Gemma 7B | MiMo-V2-Flash |
|---|---|---|
| LMArena Text | 1056 | 1411 |
| LMArena Creative Writing | 1024 | 1375 |
| LMArena Multi-Turn | 963 | 1404 |
Frequently asked questions
Is Gemma 7B better than MiMo-V2-Flash?
MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 30.0 on the Noometry Index.
Is Gemma 7B or MiMo-V2-Flash better for coding?
MiMo-V2-Flash scores higher on coding benchmarks: 36.1 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and MiMo-V2-Flash share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and MiMo-V2-Flash has 21.