Claude Opus 4.1 vs MiMo-V2.5
Claude Opus 4.1 leads MiMo-V2.5 on the Artificial Analysis Intelligence Index, 22.8 to 21.8, and MiMo-V2.5 costs 223.2x less per output token ($0.336 vs $75.00 per million). Updated October 22, 2026; 49 benchmarks have a result for both.
Claude Opus 4.1 or MiMo-V2.5: which to pick
Only MiMo-V2.5 has a coding score, 50.0 on the Vibe Coding Index; Claude Opus 4.1 has none, so the two cannot be ranked on coding.
Pick Claude Opus 4.1 for work measured by LMArena Text: coding or AA Intelligence Index, where it leads.
- Shared results
- 49
- Claude Opus 4.1 only
- 24
- MiMo-V2.5 only
- 31
- Like-for-like categories
- 7 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Only MiMo-V2.5 has a coding score, so no call is made.
One side not measured
Intelligence
AA Intelligence Index
Claude Opus 4.1
Claude Opus 4.1 leads, 22.8 against 21.8.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only MiMo-V2.5 has a AA Agentic Index result, 15.8.
Directional only
Reasoning
GPQA Diamond
MiMo-V2.5
MiMo-V2.5 leads, 81.6% against 76.3%.
Same board, both measured
Math
AIME
No call
Only Claude Opus 4.1 has a AIME result, 78.2%.
Directional only
Knowledge
MMLU Pro
Claude Opus 4.1
Claude Opus 4.1 leads, 87.9% against 82.9%.
Same board, both measured
Web design
Design Arena: websites
MiMo-V2.5
MiMo-V2.5 leads, 1265 against 1176.
Same board, both measured
Long documents
Listed context window
MiMo-V2.5
MiMo-V2.5 takes 1.05M tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
MiMo-V2.5
Claude Opus 4.1 $0.052, MiMo-V2.5 $0.0003 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only MiMo-V2.5 has the number, $0.01.
Directional only
At a glance
- Coding index
- Claude Opus 4.1 not benchmarked, MiMo-V2.5 50.0 from 3 benchmarks.
- Widest category
- Web design, 8.6 points apart on average over 8 shared benchmarks.
- Widest single gap
- MedCode (Vals AI): Claude Opus 4.1 47.2% against MiMo-V2.5 31.9%, 15.3 points apart on a 0 to 100 scale.
- Output price
- Claude Opus 4.1 $75.00 against MiMo-V2.5 $0.336 per million output tokens, 223.2x apart.
- Context window
- Claude Opus 4.1 takes 200K tokens, MiMo-V2.5 1.05M.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Claude Opus 4.1 | Bars | MiMo-V2.5 | Ties |
|---|---|---|---|---|
| Coding | 1 | 4 | ||
| Intelligence | 1 | 0 | ||
| Reasoning | 0 | 5 | ||
| Math | 0 | 2 | ||
| Knowledge | 5 | 4 | ||
| Web design | 1 | 7 | ||
| General | 11 | 8 | ||
| All shared boards | 19 | 30 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index14
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| LMArena WebDev | 1390 | 1438 | MiMo-V2.5 |
| AA Coding Index | Not measured | 56.8 | Only MiMo-V2.5 measured |
| LiveCodeBench (Vals AI) | 66.5% | 81.5% | MiMo-V2.5 |
| SWE-bench Verified (Vals AI) | Not measured | 71.0% | Only MiMo-V2.5 measured |
| Vibe Code Bench (Vals AI) | Not measured | 42.2% | Only MiMo-V2.5 measured |
| Code migration (Vals AI) | Not measured | 14.2% | Only MiMo-V2.5 measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 60.7% | Only MiMo-V2.5 measured |
| SciCode | Not measured | 43.9% | Only MiMo-V2.5 measured |
| Terminal-Bench Hard (Artificial Analysis run) | Not measured | 41.7% | Only MiMo-V2.5 measured |
| Terminal-Bench | 38.0% | Not measured | Only Claude Opus 4.1 measured |
| WeirdML | 45.9% | Not measured | Only Claude Opus 4.1 measured |
| Cybench | 42.0% | Not measured | Only Claude Opus 4.1 measured |
| ALE-Bench | Not measured | 514.0 | Only MiMo-V2.5 measured |
| LMArena Text: coding | 1479 | 1469 | Claude Opus 4.1 |
| LMArena Text: software and IT | 1456 | 1463 | MiMo-V2.5 |
| LMArena WebDev: React | Not measured | 1425 | Only MiMo-V2.5 measured |
| LMArena WebDev: HTML | 1399 | 1429 | MiMo-V2.5 |
| SciCode | 4.6% | Not measured | Only Claude Opus 4.1 measured |
| Neither model has a result on the other 21 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| AA Intelligence Index | 22.8 | 21.8 | Claude Opus 4.1 |
| Epoch Capabilities Index | 144.1 | Not measured | Only Claude Opus 4.1 measured |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index9 boards, none shared
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| AA Agentic Index | Not measured | 15.8 | Only MiMo-V2.5 measured |
| Finance Agent (Vals AI) | Not measured | 36.7% | Only MiMo-V2.5 measured |
| Tax Agent Bench (Vals AI) | Not measured | 7.8% | Only MiMo-V2.5 measured |
| Legal Research Bench (Vals AI) | Not measured | 9.1% | Only MiMo-V2.5 measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 55.1% | Only MiMo-V2.5 measured |
| τ²-Bench Telecom | Not measured | 90.6% | Only MiMo-V2.5 measured |
| METR time horizons | 66.8% | Not measured | Only Claude Opus 4.1 measured |
| GDPval | 43.6% | Not measured | Only Claude Opus 4.1 measured |
| DeepResearch Bench | 48.3% | Not measured | Only Claude Opus 4.1 measured |
| Neither model has a result on the other 32 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index05
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| GPQA Diamond | 76.3% | 81.6% | MiMo-V2.5 |
| MMMU Pro (Vals AI) | 77.5% | 80.0% | MiMo-V2.5 |
| GPQA Diamond (Artificial Analysis run) | Not measured | 84.9% | Only MiMo-V2.5 measured |
| Humanity's Last Exam (Artificial Analysis run) | Not measured | 27.2% | Only MiMo-V2.5 measured |
| GPQA Diamond (Epoch AI run) | 77.3% | Not measured | Only Claude Opus 4.1 measured |
| SimpleBench | 60.0% | Not measured | Only Claude Opus 4.1 measured |
| Mystery game puzzles | 21.0% | Not measured | Only Claude Opus 4.1 measured |
| EBR-bench | 7.9% | Not measured | Only Claude Opus 4.1 measured |
| VPCT | 35.0% | Not measured | Only Claude Opus 4.1 measured |
| LMArena Text: hard prompts | 1442 | 1450 | MiMo-V2.5 |
| LMArena Text: expert | 1438 | 1459 | MiMo-V2.5 |
| LMArena Text: hard prompts in English | 1451 | 1461 | MiMo-V2.5 |
| LMArena Vision: diagrams | Not measured | 1269 | Only MiMo-V2.5 measured |
| LMArena Vision: homework | Not measured | 1262 | Only MiMo-V2.5 measured |
| Neither model has a result on the other 8 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| AIME | 78.2% | Not measured | Only Claude Opus 4.1 measured |
| MATH 500 (Vals AI) | 95.4% | Not measured | Only Claude Opus 4.1 measured |
| MGSM (Vals AI) | 94.4% | Not measured | Only Claude Opus 4.1 measured |
| OTIS Mock AIME | 68.9% | Not measured | Only Claude Opus 4.1 measured |
| FrontierMath, tiers 1 to 3 | 12.6% | Not measured | Only Claude Opus 4.1 measured |
| FrontierMath, tier 4 | 2.4% | Not measured | Only Claude Opus 4.1 measured |
| ProofBench | Not measured | 16.0% | Only MiMo-V2.5 measured |
| LMArena Text: math | 1431 | 1436 | MiMo-V2.5 |
| LMArena Text: mathematical work | 1434 | 1451 | MiMo-V2.5 |
| Neither model has a result on the other 4 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index54
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| MMLU Pro | 87.9% | 82.9% | Claude Opus 4.1 |
| LegalBench (Vals AI) | 83.5% | 78.9% | Claude Opus 4.1 |
| CorpFin (Vals AI) | Not measured | 59.9% | Only MiMo-V2.5 measured |
| TaxEval (Vals AI) | 73.7% | 71.8% | Claude Opus 4.1 |
| MortgageTax (Vals AI) | 61.1% | 59.3% | Claude Opus 4.1 |
| MedQA (Vals AI) | 93.6% | Not measured | Only Claude Opus 4.1 measured |
| MedCode (Vals AI) | 47.2% | 31.9% | Claude Opus 4.1 |
| LMArena Text: science | 1422 | 1440 | MiMo-V2.5 |
| LMArena Text: medicine and healthcare | 1416 | 1432 | MiMo-V2.5 |
| LMArena Text: legal and government | 1421 | 1425 | MiMo-V2.5 |
| LMArena Text: business and finance | 1406 | 1432 | MiMo-V2.5 |
| FACTS Benchmark Suite | 40.4% | Not measured | Only Claude Opus 4.1 measured |
| Neither model has a result on the other 6 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index17
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| Design Arena: websites | 1176 | 1265 | MiMo-V2.5 |
| Design Arena: UI components | 1162 | 1255 | MiMo-V2.5 |
| Design Arena: game dev | 1171 | 1249 | MiMo-V2.5 |
| Design Arena: data viz | 1166 | 1250 | MiMo-V2.5 |
| Design Arena: 3D | 1152 | 1215 | MiMo-V2.5 |
| Design Arena: all code categories | 1170 | 1260 | MiMo-V2.5 |
| Design Arena: SVG | 1152 | 1179 | MiMo-V2.5 |
| Design Arena: ASCII art | 1167 | 1140 | Claude Opus 4.1 |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index118
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| SAGE (Vals AI) | 31.4% | 43.3% | MiMo-V2.5 |
| MedScribe (Vals AI) | 73.9% | 72.2% | Claude Opus 4.1 |
| Vals Multimodal Index | Not measured | 52.8% | Only MiMo-V2.5 measured |
| IFBench | Not measured | 67.1% | Only MiMo-V2.5 measured |
| Long context reasoning (AA-LCR) | Not measured | 73.0% | Only MiMo-V2.5 measured |
| DTBench | 80.0% | Not measured | Only Claude Opus 4.1 measured |
| LMCA | 37.1% | Not measured | Only Claude Opus 4.1 measured |
| Creative writing (Lech Mazur) | 84.7% | Not measured | Only Claude Opus 4.1 measured |
| LMArena Text | 1419 | 1428 | MiMo-V2.5 |
| LMArena Text: instruction following | 1435 | 1435 | Claude Opus 4.1 |
| LMArena Text: creative writing | 1412 | 1393 | Claude Opus 4.1 |
| LMArena Vision | Not measured | 1247 | Only MiMo-V2.5 measured |
| LMArena Text: English | 1433 | 1447 | MiMo-V2.5 |
| LMArena Text: non-English | 1405 | 1405 | Claude Opus 4.1 |
| LMArena Text: Chinese | 1427 | 1469 | MiMo-V2.5 |
| LMArena Text: German | 1413 | 1421 | MiMo-V2.5 |
| LMArena Text: Japanese | 1377 | 1306 | Claude Opus 4.1 |
| LMArena Text: Korean | 1381 | 1361 | Claude Opus 4.1 |
| LMArena Text: French | 1433 | 1448 | MiMo-V2.5 |
| LMArena Text: Spanish | 1448 | 1414 | Claude Opus 4.1 |
| LMArena Text: Russian | 1422 | 1396 | Claude Opus 4.1 |
| LMArena Text: Polish | 1413 | 1413 | Claude Opus 4.1 |
| LMArena Text: multi-turn | 1444 | 1445 | MiMo-V2.5 |
| LMArena Text: longer queries | 1455 | 1445 | Claude Opus 4.1 |
| LMArena Text: writing and language | 1418 | 1409 | Claude Opus 4.1 |
| LMArena Text: entertainment and media | 1398 | 1399 | MiMo-V2.5 |
| LMArena Vision: English | Not measured | 1259 | Only MiMo-V2.5 measured |
| LMArena Vision: Chinese | Not measured | 1326 | Only MiMo-V2.5 measured |
| LMArena Vision: reading text | Not measured | 1256 | Only MiMo-V2.5 measured |
| LMArena Vision: humor | Not measured | 1226 | Only MiMo-V2.5 measured |
| LMArena Vision: recognizing things | Not measured | 1189 | Only MiMo-V2.5 measured |
| LMArena Vision: creative writing | Not measured | 1230 | Only MiMo-V2.5 measured |
| Neither model has a result on the other 14 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Opus 4.1 | MiMo-V2.5 | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
MiMo-V2.5 costs less
Repository review
50K input + 3K output tokens
MiMo-V2.5 costs less
Agent loop
200K input + 10K output tokens
MiMo-V2.5 costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Anthropic Claude Opus 4.1 | Xiaomi MiMo-V2.5 |
|---|---|---|
| Maker | Anthropic | Xiaomi |
| Weights | No public weights listed | Open weights |
| Released | August 5, 2025 | April 22, 2026 |
| Context window | 200K | 1.05M |
| Input $/Mtok | $15.00 | $0.168 |
| Output $/Mtok | $75.00 | $0.336 |
| Coding index | Not benchmarked | 50.0 |
| Independent measurements behind it | 1 | 3 |
| Cost per solved task | Not computable | $0.01 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Opus 4.1 better than MiMo-V2.5 for coding?
Only MiMo-V2.5 has a coding score, 50.0 on the Vibe Coding Index; Claude Opus 4.1 has none, so the two cannot be ranked on coding. Pick Claude Opus 4.1 for work measured by LMArena Text: coding or AA Intelligence Index, where it leads.
Which is cheaper, Claude Opus 4.1 or MiMo-V2.5?
Claude Opus 4.1 costs $15.00 per million input tokens and $75.00 per million output tokens; MiMo-V2.5 costs $0.168 and $0.336. Cost per solved task is known for MiMo-V2.5 only.
Which has the bigger context window, Claude Opus 4.1 or MiMo-V2.5?
MiMo-V2.5, with 1.05M tokens against 200K.
How many benchmarks is the Claude Opus 4.1 vs MiMo-V2.5 comparison based on?
49 benchmarks have a result for both models as of October 22, 2026. Claude Opus 4.1's coding index rests on 1 independent benchmark and MiMo-V2.5's on 3. Where only one model has a result, the page says so instead of naming a winner.