Model comparison
Gemma 2 27B vs MiMo-V2-Flash
MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 29.4 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Gemma 2 27B scores higher in 0 categories and MiMo-V2-Flash in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where MiMo-V2-Flash leads 38.3 to 10.7.
- MiMo-V2-Flash is cheaper at $0.14 / $0.28 per million input/output tokens, against $0.65 / $0.65 for Gemma 2 27B.
- MiMo-V2-Flash accepts more context: 262K tokens versus 8K.
Side by side
| Gemma 2 27B | MiMo-V2-Flash | |
|---|---|---|
| Provider | Xiaomi | |
| Noometry Index | 29.4 | 41.3 |
| Released | 2024-06-24 | 2025-12-16 |
| Weights | Open | Open |
| Context window | 8K | 262K |
| Max output | 2K | 66K |
| Input $ / M tokens | $0.65 | $0.14 |
| Output $ / M tokens | $0.65 | $0.28 |
| Results tracked | 34 | 21 |
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Category by category
Coding MiMo-V2-Flash leads
Gemma 2 27B: 34.1 (#246), MiMo-V2-Flash: 36.1 (#211)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Coding | 1211 | 1443 |
| LMArena WebDev | — | 1330 |
| SciCode | — | 25.9% |
| BigCodeBench Instruct | 42.8% | — |
| LiveBench Coding | 36% | — |
| BigCodeBench Complete | 52.5% | — |
| ALE-Bench | — | 737.95 |
Reasoning MiMo-V2-Flash leads
Gemma 2 27B: 15.3 (#315), MiMo-V2-Flash: 24.9 (#157)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Hard Prompts | 1198 | 1420 |
| CritPt | — | 0% |
| LiveBench Reasoning | 28.1% | — |
| DTBench | 48% | — |
| LiveBench Data Analysis | 47.9% | — |
| LMCA | 7.1% | — |
| Epoch Capabilities Index | 122.08 | — |
| LiveBench | 38.2% | — |
Math MiMo-V2-Flash leads
Gemma 2 27B: 10.7 (#311), MiMo-V2-Flash: 38.3 (#139)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Math | 1212 | 1396 |
| OTIS Mock AIME 2024-2025 | 1.4% | — |
| LiveBench Math | 26.5% | — |
| MATH Level 5 | 27.9% | — |
Knowledge MiMo-V2-Flash leads
Gemma 2 27B: 19.0 (#280), MiMo-V2-Flash: 39.7 (#131)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Expert | 1172 | 1425 |
| GPQA Diamond | 36.5% | — |
| Confabulations | 27.1% | — |
| MMLU | 75.7% | — |
Multilingual MiMo-V2-Flash leads
Gemma 2 27B: 38.6 (#226), MiMo-V2-Flash: 51.0 (#113)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Non-English | 1217 | 1392 |
| LMArena Chinese | 1221 | 1462 |
| LMArena French | 1247 | 1429 |
| LMArena German | 1209 | 1395 |
| LMArena Japanese | 1175 | 1325 |
| LMArena Korean | 1174 | 1358 |
| LMArena Russian | 1234 | 1387 |
| LMArena Spanish | 1228 | 1420 |
Instruction Following MiMo-V2-Flash leads
Gemma 2 27B: 60.5 (#249), MiMo-V2-Flash: 73.5 (#120)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Instruction Following | 1206 | 1392 |
| LiveBench Instruction Following | 58.1% | — |
Long Context MiMo-V2-Flash leads
Gemma 2 27B: 37.3 (#218), MiMo-V2-Flash: 43.0 (#110)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Longer Query | 1231 | 1409 |
Writing & Preference MiMo-V2-Flash leads
Gemma 2 27B: 44.2 (#225), MiMo-V2-Flash: 59.7 (#106)
| Benchmark | Gemma 2 27B | MiMo-V2-Flash |
|---|---|---|
| LMArena Text | 1231 | 1411 |
| LMArena Creative Writing | 1241 | 1375 |
| LMArena Multi-Turn | 1224 | 1404 |
| LiveBench Language | 32.6% | — |
Frequently asked questions
Is Gemma 2 27B better than MiMo-V2-Flash?
MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 29.4 on the Noometry Index.
Which is cheaper, Gemma 2 27B or MiMo-V2-Flash?
MiMo-V2-Flash is cheaper. It lists at $0.14 per million input tokens and $0.28 per million output tokens; Gemma 2 27B lists at $0.65 and $0.65.
Is Gemma 2 27B or MiMo-V2-Flash better for coding?
MiMo-V2-Flash scores higher on coding benchmarks: 36.1 versus 34.1 in the Noometry coding category.
Which has the bigger context window?
MiMo-V2-Flash does, with 262K tokens against 8K.
How many benchmarks do Gemma 2 27B and MiMo-V2-Flash share?
17 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and MiMo-V2-Flash has 21.