Claude Opus 4.5 vs Kimi K2.5
Claude Opus 4.5 leads Kimi K2.5 on coding, 44.0 to 38.6 on the Vibe Coding Index, and Kimi K2.5 costs 8.8x less per output token ($2.85 vs $25.00 per million). Updated October 21, 2026; 78 benchmarks have a result for both.
Claude Opus 4.5 or Kimi K2.5: which to pick
Pick Claude Opus 4.5 for coding: it scores 44.0 on the Vibe Coding Index against 38.6 for Kimi K2.5.
Pick Kimi K2.5 for output tokens 8.8x cheaper ($2.85 vs $25.00 per million) and a lower cost per solved task ($0.24 against $1.37).
- Shared results
- 78
- Claude Opus 4.5 only
- 30
- Kimi K2.5 only
- 21
- Like-for-like categories
- 8 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
Claude Opus 4.5
Claude Opus 4.5 scores 44.0 against 38.6.
3 benchmarks behind each score
Intelligence
AA Intelligence Index
Claude Opus 4.5
Claude Opus 4.5 leads, 29.1 against 23.5.
Same board, both measured
Reasoning
GPQA Diamond
Claude Opus 4.5
Claude Opus 4.5 leads, 85.9% against 84.1%.
Same board, both measured
Math
AIME
Kimi K2.5
Kimi K2.5 leads, 95.6% against 95.4%.
Same board, both measured
Knowledge
MMLU Pro
Claude Opus 4.5
Claude Opus 4.5 leads, 87.3% against 85.9%.
Same board, both measured
Web design
Design Arena: websites
Kimi K2.5
Kimi K2.5 leads, 1248 against 1247.
Same board, both measured
Long documents
Listed context window
Kimi K2.5
Kimi K2.5 takes 262K tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Kimi K2.5
Claude Opus 4.5 $0.018, Kimi K2.5 $0.0020 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Kimi K2.5
Claude Opus 4.5 $1.37, Kimi K2.5 $0.24.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Opus 4.5 44.0 from 3 benchmarks, Kimi K2.5 38.6 from 3 benchmarks.
- Widest category
- Coding, 8.3 points apart on average over 13 shared benchmarks.
- Widest single gap
- ARC-AGI-2: Claude Opus 4.5 37.6% against Kimi K2.5 11.8%, 25.8 points apart on a 0 to 100 scale.
- Output price
- Claude Opus 4.5 $25.00 against Kimi K2.5 $2.85 per million output tokens, 8.8x apart.
- Context window
- Claude Opus 4.5 takes 200K tokens, Kimi K2.5 262K.
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 4.5 | Bars | Kimi K2.5 | Ties |
|---|---|---|---|---|
| Coding | 12 | 1 | ||
| Intelligence | 2 | 0 | ||
| Agentic work | 6 | 1 | ||
| Reasoning | 8 | 3 | ||
| Math | 0 | 3 | ||
| Knowledge | 9 | 3 | ||
| Web design | 7 | 1 | ||
| General | 17 | 5 | ||
| All shared boards | 61 | 17 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index121
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| SWE-bench Verified | 79.2% | 70.8% | Claude Opus 4.5 |
| SWE-bench (full test set) | 52.6% | Not measured | Only Claude Opus 4.5 measured |
| SWE-bench Multilingual | 70.7% | 67.3% | Claude Opus 4.5 |
| LMArena WebDev | 1494 | 1437 | Claude Opus 4.5 |
| AA Coding Index | Not measured | 46.8 | Only Kimi K2.5 measured |
| LiveCodeBench (Vals AI) | 83.7% | 83.9% | Kimi K2.5 |
| SWE-bench Verified (Vals AI) | 76.4% | 70.0% | Claude Opus 4.5 |
| Vibe Code Bench (Vals AI) | 20.6% | 17.5% | Claude Opus 4.5 |
| Code migration (Vals AI) | Not measured | 7.0% | Only Kimi K2.5 measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 42.0% | Only Kimi K2.5 measured |
| LiveCodeBench (Artificial Analysis run) | 87.1% | Not measured | Only Claude Opus 4.5 measured |
| Terminal-Bench Hard (Artificial Analysis run) | 47.0% | 34.8% | Claude Opus 4.5 |
| Terminal-Bench | 63.1% | 43.2% | Claude Opus 4.5 |
| GSO-Bench | 26.5% | Not measured | Only Claude Opus 4.5 measured |
| WeirdML | 63.7% | 45.6% | Claude Opus 4.5 |
| Cybench | 82.0% | Not measured | Only Claude Opus 4.5 measured |
| ALE-Bench | Not measured | 821.6 | Only Kimi K2.5 measured |
| LMArena Text: coding | 1503 | 1483 | Claude Opus 4.5 |
| LMArena Text: software and IT | 1483 | 1471 | Claude Opus 4.5 |
| LMArena WebDev: React | 1478 | 1429 | Claude Opus 4.5 |
| LMArena WebDev: HTML | 1510 | 1426 | Claude Opus 4.5 |
| LMArena WebDev: from an image | Not measured | 1439 | Only Kimi K2.5 measured |
| Neither model has a result on the other 17 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| AA Intelligence Index | 29.1 | 23.5 | Claude Opus 4.5 |
| Epoch Capabilities Index | 150.1 | 148.1 | Claude Opus 4.5 |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index61
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| Design Arena: agents building web apps | 1159 | 1136 | Claude Opus 4.5 |
| Design Arena: agents building full-stack apps | 1156 | 1114 | Claude Opus 4.5 |
| Design Arena: agents building mobile apps | 1189 | 1147 | Claude Opus 4.5 |
| Design Arena: agents building Android apps | 1175 | 1118 | Claude Opus 4.5 |
| Design Arena: agents building Godot games | Not measured | 1219 | Only Kimi K2.5 measured |
| Finance Agent (Vals AI) | Not measured | 35.8% | Only Kimi K2.5 measured |
| Legal Research Bench (Vals AI) | Not measured | 15.9% | Only Kimi K2.5 measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 28.5% | Only Kimi K2.5 measured |
| τ²-Bench Telecom | 89.5% | 95.9% | Kimi K2.5 |
| METR time horizons | 75.0% | Not measured | Only Claude Opus 4.5 measured |
| Remote Labor Index | 3.8% | Not measured | Only Claude Opus 4.5 measured |
| GDPval | 45.5% | Not measured | Only Claude Opus 4.5 measured |
| BALROG | 43.5% | Not measured | Only Claude Opus 4.5 measured |
| DeepResearch Bench | 54.8% | Not measured | Only Claude Opus 4.5 measured |
| OSWorld | 66.3% | 63.3% | Claude Opus 4.5 |
| Vending-Bench 2 | $4,967 | $1,198 | Claude Opus 4.5 |
| Berkeley Function Calling Leaderboard (BFCL) | 77.5% | Not measured | Only Claude Opus 4.5 measured |
| Neither model has a result on the other 24 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index83
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| GPQA Diamond | 85.9% | 84.1% | Claude Opus 4.5 |
| MMMU Pro (Vals AI) | 83.0% | 84.3% | Kimi K2.5 |
| GPQA Diamond (Artificial Analysis run) | 86.6% | 87.9% | Kimi K2.5 |
| Humanity's Last Exam (Artificial Analysis run) | 30.1% | 30.7% | Kimi K2.5 |
| GPQA Diamond (Epoch AI run) | 86.0% | Not measured | Only Claude Opus 4.5 measured |
| ARC-AGI | 80.0% | 65.3% | Claude Opus 4.5 |
| ARC-AGI-2 | 37.6% | 11.8% | Claude Opus 4.5 |
| SimpleBench | 62.0% | 46.8% | Claude Opus 4.5 |
| Chess puzzles | 14.0% | Not measured | Only Claude Opus 4.5 measured |
| Mystery game puzzles | 22.0% | Not measured | Only Claude Opus 4.5 measured |
| EBR-bench | 14.3% | Not measured | Only Claude Opus 4.5 measured |
| VPCT | 40.0% | Not measured | Only Claude Opus 4.5 measured |
| LMArena Text: hard prompts | 1476 | 1453 | Claude Opus 4.5 |
| LMArena Text: expert | 1487 | 1466 | Claude Opus 4.5 |
| LMArena Text: hard prompts in English | 1482 | 1460 | Claude Opus 4.5 |
| LMArena Vision: diagrams | Not measured | 1282 | Only Kimi K2.5 measured |
| LMArena Vision: homework | Not measured | 1297 | Only Kimi K2.5 measured |
| Kagi LLM Benchmark | 80.2% | 78.5% | Claude Opus 4.5 |
| Neither model has a result on the other 4 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index03
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| AIME | 95.4% | 95.6% | Kimi K2.5 |
| MGSM (Vals AI) | 95.2% | Not measured | Only Claude Opus 4.5 measured |
| AA Math Index | 91.3 | Not measured | Only Claude Opus 4.5 measured |
| AIME 2025 (Artificial Analysis run) | 91.3% | Not measured | Only Claude Opus 4.5 measured |
| OTIS Mock AIME | 86.1% | Not measured | Only Claude Opus 4.5 measured |
| FrontierMath, tiers 1 to 3 | 34.4% | Not measured | Only Claude Opus 4.5 measured |
| FrontierMath, tier 4 | 4.9% | Not measured | Only Claude Opus 4.5 measured |
| ProofBench | 36.0% | Not measured | Only Claude Opus 4.5 measured |
| LMArena Text: math | 1463 | 1470 | Kimi K2.5 |
| LMArena Text: mathematical work | 1468 | 1473 | Kimi K2.5 |
| Neither model has a result on the other 3 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index93
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| MMLU Pro | 87.3% | 85.9% | Claude Opus 4.5 |
| LegalBench (Vals AI) | 84.6% | Not measured | Only Claude Opus 4.5 measured |
| CaseLaw (Vals AI) | 62.6% | 58.7% | Claude Opus 4.5 |
| CorpFin (Vals AI) | 65.1% | 68.3% | Kimi K2.5 |
| TaxEval (Vals AI) | 74.9% | 74.2% | Claude Opus 4.5 |
| MortgageTax (Vals AI) | 68.7% | 66.5% | Claude Opus 4.5 |
| MedQA (Vals AI) | 95.9% | 94.4% | Claude Opus 4.5 |
| MedCode (Vals AI) | 49.2% | 39.3% | Claude Opus 4.5 |
| MMLU Pro (Artificial Analysis run) | 89.5% | Not measured | Only Claude Opus 4.5 measured |
| SimpleQA Verified | 45.7% | 34.3% | Claude Opus 4.5 |
| GeoBench | 75.0% | Not measured | Only Claude Opus 4.5 measured |
| LMArena Text: science | 1454 | 1459 | Kimi K2.5 |
| LMArena Text: medicine and healthcare | 1444 | 1448 | Kimi K2.5 |
| LMArena Text: legal and government | 1459 | 1441 | Claude Opus 4.5 |
| LMArena Text: business and finance | 1448 | 1427 | Claude Opus 4.5 |
| FACTS Benchmark Suite | 43.9% | Not measured | Only Claude Opus 4.5 measured |
| Neither model has a result on the other 2 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index71
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| Design Arena: websites | 1247 | 1248 | Kimi K2.5 |
| Design Arena: UI components | 1238 | 1236 | Claude Opus 4.5 |
| Design Arena: game dev | 1229 | 1207 | Claude Opus 4.5 |
| Design Arena: data viz | 1243 | 1219 | Claude Opus 4.5 |
| Design Arena: 3D | 1214 | 1205 | Claude Opus 4.5 |
| Design Arena: all code categories | 1242 | 1236 | Claude Opus 4.5 |
| Design Arena: SVG | 1181 | 1149 | Claude Opus 4.5 |
| Design Arena: ASCII art | 1190 | 1166 | Claude Opus 4.5 |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index175
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | Leader |
|---|---|---|---|
| SAGE (Vals AI) | 52.1% | 49.9% | Claude Opus 4.5 |
| MedScribe (Vals AI) | 85.3% | 76.4% | Claude Opus 4.5 |
| IFBench | 58.0% | 70.2% | Kimi K2.5 |
| Long context reasoning (AA-LCR) | 77.3% | 78.0% | Kimi K2.5 |
| DTBench | 89.9% | Not measured | Only Claude Opus 4.5 measured |
| LMCA | 44.5% | Not measured | Only Claude Opus 4.5 measured |
| Fiction.LiveBench | Not measured | 86.1% | Only Kimi K2.5 measured |
| CL-bench | 21.1% | 19.3% | Claude Opus 4.5 |
| Furniture assembly | 28.3% | Not measured | Only Claude Opus 4.5 measured |
| CL-bench Life | Not measured | 13.2% | Only Kimi K2.5 measured |
| LMArena Text | 1451 | 1445 | Claude Opus 4.5 |
| LMArena Text: instruction following | 1478 | 1431 | Claude Opus 4.5 |
| LMArena Text: creative writing | 1445 | 1422 | Claude Opus 4.5 |
| LMArena Vision | Not measured | 1269 | Only Kimi K2.5 measured |
| LMArena Text: English | 1461 | 1453 | Claude Opus 4.5 |
| LMArena Text: non-English | 1438 | 1433 | Claude Opus 4.5 |
| LMArena Text: Chinese | 1470 | 1494 | Kimi K2.5 |
| LMArena Text: German | 1449 | 1441 | Claude Opus 4.5 |
| LMArena Text: Japanese | 1417 | 1423 | Kimi K2.5 |
| LMArena Text: Korean | 1424 | 1412 | Claude Opus 4.5 |
| LMArena Text: French | 1471 | 1454 | Claude Opus 4.5 |
| LMArena Text: Spanish | 1457 | 1450 | Claude Opus 4.5 |
| LMArena Text: Russian | 1447 | 1435 | Claude Opus 4.5 |
| LMArena Text: Polish | 1439 | 1445 | Kimi K2.5 |
| LMArena Text: multi-turn | 1466 | 1444 | Claude Opus 4.5 |
| LMArena Text: longer queries | 1479 | 1445 | Claude Opus 4.5 |
| LMArena Text: writing and language | 1452 | 1425 | Claude Opus 4.5 |
| LMArena Text: entertainment and media | 1434 | 1417 | Claude Opus 4.5 |
| LMArena Vision: English | Not measured | 1274 | Only Kimi K2.5 measured |
| LMArena Vision: Chinese | Not measured | 1328 | Only Kimi K2.5 measured |
| LMArena Vision: reading text | Not measured | 1276 | Only Kimi K2.5 measured |
| LMArena Vision: humor | Not measured | 1284 | Only Kimi K2.5 measured |
| LMArena Vision: captioning | Not measured | 1257 | Only Kimi K2.5 measured |
| LMArena Vision: recognizing things | Not measured | 1285 | Only Kimi K2.5 measured |
| LMArena Vision: creative writing | Not measured | 1269 | Only Kimi K2.5 measured |
| LMArena Document | 1462 | Not measured | Only Claude Opus 4.5 measured |
| Neither model has a result on the other 10 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Opus 4.5 | Kimi K2.5 | 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
Kimi K2.5 costs less
Repository review
50K input + 3K output tokens
Kimi K2.5 costs less
Agent loop
200K input + 10K output tokens
Kimi K2.5 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 4.5 | MoonshotAI Kimi K2.5 |
|---|---|---|
| Maker | Anthropic | Moonshot AI |
| Weights | No public weights listed | Open weights |
| Released | November 24, 2025 | January 27, 2026 |
| Context window | 200K | 262K |
| Input $/Mtok | $5.00 | $0.532 |
| Output $/Mtok | $25.00 | $2.85 |
| Coding index | 44.0 | 38.6 |
| Independent measurements behind it | 3 | 3 |
| Cost per solved task | $1.37 | $0.24 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Opus 4.5 better than Kimi K2.5 for coding?
Pick Claude Opus 4.5 for coding: it scores 44.0 on the Vibe Coding Index against 38.6 for Kimi K2.5. Pick Kimi K2.5 for output tokens 8.8x cheaper ($2.85 vs $25.00 per million) and a lower cost per solved task ($0.24 against $1.37).
Which is cheaper, Claude Opus 4.5 or Kimi K2.5?
Claude Opus 4.5 costs $5.00 per million input tokens and $25.00 per million output tokens; Kimi K2.5 costs $0.532 and $2.85. Per solved SWE-bench Verified task, Claude Opus 4.5 costs $1.37 and Kimi K2.5 $0.24.
Which has the bigger context window, Claude Opus 4.5 or Kimi K2.5?
Kimi K2.5, with 262K tokens against 200K.
How many benchmarks is the Claude Opus 4.5 vs Kimi K2.5 comparison based on?
78 benchmarks have a result for both models as of October 21, 2026. Claude Opus 4.5's coding index rests on 3 independent benchmarks and Kimi K2.5's on 3. Where only one model has a result, the page says so instead of naming a winner.