Kimi K3 vs Qwen3.5-Flash
Kimi K3 leads Qwen3.5-Flash on coding, 62.3 to 41.1 on the Vibe Coding Index, and Qwen3.5-Flash costs 57.7x less per output token ($0.26 vs $15.00 per million). Updated October 22, 2026; 53 benchmarks have a result for both.
Kimi K3 or Qwen3.5-Flash: which to pick
Pick Kimi K3 for coding: it scores 62.3 on the Vibe Coding Index against 41.1 for Qwen3.5-Flash.
Pick Qwen3.5-Flash for output tokens 57.7x cheaper ($0.26 vs $15.00 per million) and a lower cost per solved task ($0.40 against $0.81).
- Shared results
- 53
- Kimi K3 only
- 64
- Qwen3.5-Flash only
- 2
- Like-for-like categories
- 6 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
Kimi K3
Kimi K3 scores 62.3 against 41.1.
6 and 2 benchmarks behind the scores
Intelligence
AA Intelligence Index
No call
Only Kimi K3 has a AA Intelligence Index result, 43.6.
Directional only
Agentic work
AA Agentic Index
No call
Only Kimi K3 has a AA Agentic Index result, 50.0.
Directional only
Reasoning
GPQA Diamond
Kimi K3
Kimi K3 leads, 92.9% against 82.8%.
Same board, both measured
Math
AIME
No call
Only Qwen3.5-Flash has a AIME result, 92.5%.
Directional only
Knowledge
MMLU Pro
Kimi K3
Kimi K3 leads, 88.0% against 84.1%.
Same board, both measured
Web design
Design Arena: websites
No call
Only Kimi K3 has a Design Arena: websites result, 1334.
Directional only
General
Vals Index
No call
Only Kimi K3 has a Vals Index result, 53.0%.
Directional only
Long documents
Listed context window
Kimi K3
Kimi K3 takes 1.05M tokens against 1M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3.5-Flash
Kimi K3 $0.011, Qwen3.5-Flash $0.0002 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Qwen3.5-Flash
Kimi K3 $0.81, Qwen3.5-Flash $0.40.
Published attempt cost and pass rate
At a glance
- Coding index
- Kimi K3 62.3 from 6 benchmarks, Qwen3.5-Flash 41.1 from 2 benchmarks.
- Widest category
- Coding, 34.6 points apart on average over 8 shared benchmarks.
- Widest single gap
- LMArena WebDev: React: Kimi K3 1670 against Qwen3.5-Flash 1229, 61.8 points apart on a 0 to 100 scale.
- Output price
- Kimi K3 $15.00 against Qwen3.5-Flash $0.26 per million output tokens, 57.7x apart.
- Context window
- Kimi K3 takes 1.05M tokens, Qwen3.5-Flash 1M.
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 | Kimi K3 | Bars | Qwen3.5-Flash | Ties |
|---|---|---|---|---|
| Coding | 8 | 0 | ||
| Intelligence | 1 | 0 | ||
| Reasoning | 8 | 0 | ||
| Math | 4 | 0 | ||
| Knowledge | 10 | 1 | ||
| General | 21 | 0 | ||
| All shared boards | 52 | 1 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index80
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| LiveBench coding | 59.3% | Not measured | Only Kimi K3 measured |
| LMArena WebDev | 1655 | 1244 | Kimi K3 |
| AA Coding Index | 76.2 | Not measured | Only Kimi K3 measured |
| LiveCodeBench (Vals AI) | 87.2% | 83.3% | Kimi K3 |
| SWE-bench Verified (Vals AI) | 93.4% | 64.4% | Kimi K3 |
| Terminal-Bench 4 (Vals AI) | 17.2% | Not measured | Only Kimi K3 measured |
| Vibe Code Bench (Vals AI) | 85.0% | Not measured | Only Kimi K3 measured |
| Code migration (Vals AI) | 16.1% | Not measured | Only Kimi K3 measured |
| ProgramBench (Vals AI) | 2.0% | Not measured | Only Kimi K3 measured |
| IOI (Vals AI) | 48.9% | Not measured | Only Kimi K3 measured |
| Terminal-Bench 2.1 (Vals AI) | 80.9% | Not measured | Only Kimi K3 measured |
| SWE-bench Multimodal (Vals AI) | 44.2% | Not measured | Only Kimi K3 measured |
| Vibe Code Bench 1-100 (Vals AI) | 18.2% | Not measured | Only Kimi K3 measured |
| CyberBench (Vals AI) | 75.2% | Not measured | Only Kimi K3 measured |
| SciCode | 59.5% | Not measured | Only Kimi K3 measured |
| FrontierCode | 44.2% | Not measured | Only Kimi K3 measured |
| FrontierSWE | 25.9% | Not measured | Only Kimi K3 measured |
| WeirdML | 82.6% | Not measured | Only Kimi K3 measured |
| ALE-Bench | 1524.5 | 265.9 | Kimi K3 |
| LMArena Text: coding | 1508 | 1412 | Kimi K3 |
| LMArena Text: software and IT | 1499 | 1416 | Kimi K3 |
| LMArena WebDev: React | 1670 | 1229 | Kimi K3 |
| LMArena WebDev: HTML | 1644 | 1291 | Kimi K3 |
| LMArena WebDev: from an image | 1579 | Not measured | Only Kimi K3 measured |
| Neither model has a result on the other 15 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 43.6 | Not measured | Only Kimi K3 measured |
| Epoch Capabilities Index | 157.9 | 143.5 | Kimi K3 |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index24 boards, none shared
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| AA Agentic Index | 50.0 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building web apps | 1295 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building full-stack apps | 1315 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building mobile apps | 1269 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building Android apps | 1253 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building Godot games | 1223 | Not measured | Only Kimi K3 measured |
| Design Arena: agents building games | 1252 | Not measured | Only Kimi K3 measured |
| Design Arena: HTML slides | 1206 | Not measured | Only Kimi K3 measured |
| Design Arena: PowerPoint slides | 1247 | Not measured | Only Kimi K3 measured |
| Design Arena: spreadsheets | 1070 | Not measured | Only Kimi K3 measured |
| LiveBench research | 79.0% | Not measured | Only Kimi K3 measured |
| LiveBench browser | 16.0% | Not measured | Only Kimi K3 measured |
| LiveBench long agentic | 42.8% | Not measured | Only Kimi K3 measured |
| Finance Agent (Vals AI) | 53.1% | Not measured | Only Kimi K3 measured |
| Tax Agent Bench (Vals AI) | 33.4% | Not measured | Only Kimi K3 measured |
| Legal Research Bench (Vals AI) | 46.1% | Not measured | Only Kimi K3 measured |
| Harvey's Legal Agent Benchmark (Vals AI) | 12.9% | Not measured | Only Kimi K3 measured |
| Excel Modeling Benchmark (Vals AI) | 66.7% | Not measured | Only Kimi K3 measured |
| BioMysteryBench (Vals AI) | 72.6% | Not measured | Only Kimi K3 measured |
| Terminal-Bench-Science (Vals AI) | 1.4% | Not measured | Only Kimi K3 measured |
| Time Horizon Index (Vals AI) | 10.5% | Not measured | Only Kimi K3 measured |
| APEX-Agents | 47.8% | Not measured | Only Kimi K3 measured |
| PostTrainBench | 32.0% | Not measured | Only Kimi K3 measured |
| Vending-Bench 2 | $5,165 | Not measured | Only Kimi K3 measured |
| Neither model has a result on the other 17 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index80
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| GPQA Diamond | 92.9% | 82.8% | Kimi K3 |
| LiveBench reasoning | 90.7% | Not measured | Only Kimi K3 measured |
| MMMU Pro (Vals AI) | 88.2% | 81.9% | Kimi K3 |
| GPQA Diamond (Artificial Analysis run) | 93.5% | Not measured | Only Kimi K3 measured |
| Humanity's Last Exam (Artificial Analysis run) | 46.9% | Not measured | Only Kimi K3 measured |
| GPQA Diamond (Epoch AI run) | 93.1% | 82.3% | Kimi K3 |
| ARC-AGI | 94.5% | Not measured | Only Kimi K3 measured |
| ARC-AGI-2 | 60.4% | Not measured | Only Kimi K3 measured |
| SimpleBench | 60.7% | Not measured | Only Kimi K3 measured |
| Chess puzzles | 37.0% | 14.0% | Kimi K3 |
| Mystery game puzzles | 26.0% | 20.0% | Kimi K3 |
| LMArena Text: hard prompts | 1495 | 1403 | Kimi K3 |
| LMArena Text: expert | 1520 | 1407 | Kimi K3 |
| LMArena Text: hard prompts in English | 1496 | 1409 | Kimi K3 |
| Neither model has a result on the other 8 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| AIME | Not measured | 92.5% | Only Qwen3.5-Flash measured |
| OTIS Mock AIME | 97.2% | 84.4% | Kimi K3 |
| FrontierMath, tiers 1 to 3 | 72.2% | 18.2% | Kimi K3 |
| FrontierMath, tier 4 | 39.0% | Not measured | Only Kimi K3 measured |
| ProofBench | 87.0% | Not measured | Only Kimi K3 measured |
| LMArena Text: math | 1494 | 1407 | Kimi K3 |
| LMArena Text: mathematical work | 1505 | 1413 | Kimi K3 |
| Neither model has a result on the other 6 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index101
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| MMLU Pro | 88.0% | 84.1% | Kimi K3 |
| LegalBench (Vals AI) | 86.2% | 84.3% | Kimi K3 |
| CaseLaw (Vals AI) | Not measured | 56.0% | Only Qwen3.5-Flash measured |
| CorpFin (Vals AI) | 71.6% | 63.6% | Kimi K3 |
| TaxEval (Vals AI) | 75.7% | 72.2% | Kimi K3 |
| MortgageTax (Vals AI) | 66.3% | 67.4% | Qwen3.5-Flash |
| MedCode (Vals AI) | 49.4% | 33.0% | Kimi K3 |
| SimpleQA Verified | 50.6% | 20.3% | Kimi K3 |
| LMArena Text: science | 1508 | 1415 | Kimi K3 |
| LMArena Text: medicine and healthcare | 1489 | 1407 | Kimi K3 |
| LMArena Text: legal and government | 1503 | 1398 | Kimi K3 |
| LMArena Text: business and finance | 1470 | 1394 | Kimi K3 |
| Neither model has a result on the other 6 boards here | |||
Web designDirectional onlyPublic boards, shown as published, kept out of the index8 boards, none shared
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| Design Arena: websites | 1334 | Not measured | Only Kimi K3 measured |
| Design Arena: UI components | 1341 | Not measured | Only Kimi K3 measured |
| Design Arena: game dev | 1358 | Not measured | Only Kimi K3 measured |
| Design Arena: data viz | 1351 | Not measured | Only Kimi K3 measured |
| Design Arena: 3D | 1387 | Not measured | Only Kimi K3 measured |
| Design Arena: all code categories | 1360 | Not measured | Only Kimi K3 measured |
| Design Arena: SVG | 1302 | Not measured | Only Kimi K3 measured |
| LiveBench design | 77.2% | Not measured | Only Kimi K3 measured |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index210
| Benchmark | Kimi K3 | Qwen3.5-Flash | Leader |
|---|---|---|---|
| Vals Index | 53.0% | Not measured | Only Kimi K3 measured |
| LiveBench data analysis | 78.7% | Not measured | Only Kimi K3 measured |
| Public Benefits Bench (Vals AI) | 68.2% | Not measured | Only Kimi K3 measured |
| SAGE (Vals AI) | 52.8% | 42.5% | Kimi K3 |
| MedScribe (Vals AI) | 88.0% | 70.6% | Kimi K3 |
| Vals Multimodal Index | 73.4% | Not measured | Only Kimi K3 measured |
| Long context reasoning (AA-LCR) | 88.7% | Not measured | Only Kimi K3 measured |
| DTBench | 91.2% | 82.9% | Kimi K3 |
| LMCA | 52.7% | 29.1% | Kimi K3 |
| Surface Evolver Bench | 95.0% | Not measured | Only Kimi K3 measured |
| Furniture assembly | 34.2% | Not measured | Only Kimi K3 measured |
| LMArena Text | 1476 | 1397 | Kimi K3 |
| LMArena Text: instruction following | 1485 | 1374 | Kimi K3 |
| LMArena Text: creative writing | 1457 | 1343 | Kimi K3 |
| LMArena Text: English | 1481 | 1404 | Kimi K3 |
| LMArena Text: non-English | 1466 | 1385 | Kimi K3 |
| LMArena Text: Chinese | 1529 | 1445 | Kimi K3 |
| LMArena Text: German | 1490 | 1390 | Kimi K3 |
| LMArena Text: Japanese | 1494 | 1369 | Kimi K3 |
| LMArena Text: Korean | 1460 | 1344 | Kimi K3 |
| LMArena Text: French | 1492 | 1413 | Kimi K3 |
| LMArena Text: Spanish | 1472 | 1400 | Kimi K3 |
| LMArena Text: Russian | 1485 | 1380 | Kimi K3 |
| LMArena Text: Polish | 1458 | 1376 | Kimi K3 |
| LMArena Text: multi-turn | 1489 | 1393 | Kimi K3 |
| LMArena Text: longer queries | 1494 | 1392 | Kimi K3 |
| LMArena Text: writing and language | 1471 | 1369 | Kimi K3 |
| LMArena Text: entertainment and media | 1453 | 1347 | Kimi K3 |
| Neither model has a result on the other 18 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Kimi K3 | Qwen3.5-Flash | 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
Qwen3.5-Flash costs less
Repository review
50K input + 3K output tokens
Qwen3.5-Flash costs less
Agent loop
200K input + 10K output tokens
Qwen3.5-Flash 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 | MoonshotAI Kimi K3 | Qwen3.5-Flash |
|---|---|---|
| Maker | Moonshot AI | Qwen |
| Weights | Open weights | No public weights listed |
| Released | July 16, 2026 | February 25, 2026 |
| Context window | 1.05M | 1M |
| Input $/Mtok | $3.00 | $0.065 |
| Output $/Mtok | $15.00 | $0.26 |
| Coding index | 62.3 | 41.1 |
| Independent measurements behind it | 6 | 2 |
| Cost per solved task | $0.81 | $0.40 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Kimi K3 better than Qwen3.5-Flash for coding?
Pick Kimi K3 for coding: it scores 62.3 on the Vibe Coding Index against 41.1 for Qwen3.5-Flash. Pick Qwen3.5-Flash for output tokens 57.7x cheaper ($0.26 vs $15.00 per million) and a lower cost per solved task ($0.40 against $0.81).
Which is cheaper, Kimi K3 or Qwen3.5-Flash?
Kimi K3 costs $3.00 per million input tokens and $15.00 per million output tokens; Qwen3.5-Flash costs $0.065 and $0.26. Per solved SWE-bench Verified task, Kimi K3 costs $0.81 and Qwen3.5-Flash $0.40.
Which has the bigger context window, Kimi K3 or Qwen3.5-Flash?
Kimi K3, with 1.05M tokens against 1M.
How many benchmarks is the Kimi K3 vs Qwen3.5-Flash comparison based on?
53 benchmarks have a result for both models as of October 22, 2026. Kimi K3's coding index rests on 6 independent benchmarks and Qwen3.5-Flash's on 2. Where only one model has a result, the page says so instead of naming a winner.