Model comparison
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Differences vs. MiMo-V2.6-Flash · default
Score, cost & time differences
Current baseline · MiMo-V2.6-Flash · default
54.90Overall
Compared with MiMo-V2.6-Flash · default
- Qwen3.8-27B · default
Overall: −2.35 ptsCost $1.79 ($1.51 more)Evaluation time 104m 31s (281m 44s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | MiMo-V2.6-Flash · default | Qwen3.8-27B · default |
|---|---|---|
| Overall | MiMo-V2.6-Flashdefault 54.90 | Qwen3.8-27Bdefault 52.55−2.35 pts |
| Backend engineering | MiMo-V2.6-Flashdefault 54 | Qwen3.8-27Bdefault 59+5 pts |
| Frontend interaction | MiMo-V2.6-Flashdefault 67 | Qwen3.8-27Bdefault 85+18 pts |
| Knowledge & reasoning | MiMo-V2.6-Flashdefault 45 | Qwen3.8-27Bdefault 20−25 pts |
| Visual aesthetics | MiMo-V2.6-Flashdefault 59 | Qwen3.8-27Bdefault 66+7 pts |
| Maintainability | MiMo-V2.6-Flashdefault 57 | Qwen3.8-27Bdefault 59+2 pts |
Complete evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Complete evaluation| Metric | MiMo-V2.6-Flash · default | Qwen3.8-27B · default |
|---|---|---|
| Cost | MiMo-V2.6-Flashdefault $0.28 | Qwen3.8-27Bdefault $1.79+$1.51 |
| Evaluation time | MiMo-V2.6-Flashdefault 386m 14s | Qwen3.8-27Bdefault 104m 31s−72.9% |
Capability profiles
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Behind each score
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Backend engineeringSubscores
| Scoring dimension | MiMo-V2.6-Flashdefault | Qwen3.8-27Bdefault |
|---|---|---|
| Contracts and boundaries | 11 / 20 | 9 / 20 |
| Retries and failures | 17 / 20 | 18 / 20 |
| CI and adversarial review | 0 / 20 | 9 / 20 |
| Transactions and consistency | 15 / 20 | 13 / 20 |
| Caching and regression | 11 / 20 | 10 / 20 |
Frontend interactionSubscores
| Scoring dimension | MiMo-V2.6-Flashdefault | Qwen3.8-27Bdefault |
|---|---|---|
| Layout and adaptation | 18 / 20 | 20 / 20 |
| Interaction behavior | 15 / 20 | 20 / 20 |
| State continuity | 9 / 20 | 13 / 20 |
| Accessibility and feedback | 10 / 15 | 15 / 15 |
| State validation and regression | 15 / 25 | 17 / 25 |
Knowledge & reasoningSubscores
| Scoring dimension | MiMo-V2.6-Flashdefault | Qwen3.8-27Bdefault |
|---|---|---|
| Mathematical reasoning | 5 / 15 | 5 / 15 |
| Computer science & AI | 5 / 15 | 5 / 15 |
| Science and engineering | 5 / 10 | 0 / 10 |
| Life sciences and medicine | 15 / 20 | 5 / 20 |
| Humanities and general knowledge | 15 / 40 | 5 / 40 |
Visual aestheticsSubscores
| Scoring dimension | MiMo-V2.6-Flashdefault | Qwen3.8-27Bdefault |
|---|---|---|
| Composition | 18 / 20 | 19 / 20 |
| Spacing and alignment | 15 / 20 | 17 / 20 |
| Typography and expression | 15 / 20 | 16 / 20 |
| Color and surfaces | 19 / 20 | 19 / 20 |
| Control styling | 17 / 20 | 16 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | MiMo-V2.6-Flashdefault | Qwen3.8-27Bdefault |
|---|---|---|
| Semantic clarity | 15 / 20 | 15 / 20 |
| Control-flow organization | 17 / 20 | 19 / 20 |
| Locality of changes | 17 / 20 | 15 / 20 |
| State and lifecycle | 17 / 20 | 18 / 20 |
| Implementation economy | 17 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.