Grok 4.6 vs Kimi K2 0711
Updated October 21, 2026. 18 benchmarks have a result for both. Coding is ranked on the Vibe Coding Index; every other board is shown as published.
vs boards won of 18 shared
Decision reading
Pick Grok 4.6 for coding: it scores 76.4 on the Vibe Coding Index against 64.7 for Kimi K2 0711.
Pick Kimi K2 0711 when output tokens cost 2.6x less.
Model AGrok 4.6xAI76.4/1002 independent benchmarks$0.82 per solved taskModel BKimi K2 0711Moonshot AI64.7/1002 independent benchmarksNo cost per solved task
- Shared results
- 18
- Grok 4.6 only
- 105
- Kimi K2 0711 only
- 18
- Like-for-like categories
- 6 of 9
Shared results can support a head-to-head reading. Results only one model has describe coverage, not superiority.
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, four public coding benchmarks
Grok 4.6
Grok 4.6 scores 76.4 against 64.7.
2 benchmarks behind each score
Intelligence
AA Intelligence Index
Grok 4.6
Grok 4.6 leads, 44.3 against 12.7.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Grok 4.6 has a AA Agentic Index result, 53.0.
Directional only
Reasoning
GPQA Diamond
Grok 4.6
Grok 4.6 leads, 94.7% against 71.5%.
Same board, both measured
Math
AIME
No call
Only Kimi K2 0711 has a AIME result, 62.7%.
Directional only
Knowledge
MMLU Pro
Grok 4.6
Grok 4.6 leads, 89.4% against 79.4%.
Same board, both measured
Web design
Design Arena: websites
Grok 4.6
Grok 4.6 leads, 1289 against 1050.
Same board, both measured
Long documents
Listed context window
Grok 4.6
Grok 4.6 takes 500K tokens against 131K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Kimi K2 0711
Grok 4.6 $0.0050, Kimi K2 0711 $0.0017 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only Grok 4.6 has the number, $0.82.
Directional only
At a glance
- Coding index
- Grok 4.6 76.4 from 2 benchmarks, Kimi K2 0711 64.7 from 2 benchmarks.
- Widest category
- Web design, 33.7 points apart on average over 5 shared benchmarks.
- Widest single gap
- SimpleBench: Grok 4.6 75.9% against Kimi K2 0711 26.3%, 49.6 points apart on a 0 to 100 scale.
- Output price
- Grok 4.6 $6.00 against Kimi K2 0711 $2.30 per million output tokens, 2.6x apart.
- Context window
- Grok 4.6 takes 500K tokens, Kimi K2 0711 131K.
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 | Grok 4.6 | Bars | Kimi K2 0711 | Ties |
|---|---|---|---|---|
| Coding | 2 | 0 | ||
| Intelligence | 2 | 0 | ||
| Reasoning | 4 | 0 | ||
| Knowledge | 4 | 0 | ||
| Web design | 5 | 0 | ||
| General | 1 | 0 | ||
| All shared boards | 18 | 0 |
CodingLike-for-likeFour of these boards feed the Vibe Coding Index20
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| Aider polyglot | Not measured | 59.1% | Only Kimi K2 0711 measured |
| SWE-bench Verified | Not measured | 71.2% | Only Kimi K2 0711 measured |
| LiveBench coding | 89.1% | Not measured | Only Grok 4.6 measured |
| LMArena WebDev | 1617 | Not measured | Only Grok 4.6 measured |
| AA Coding Index | 76.8 | Not measured | Only Grok 4.6 measured |
| LiveCodeBench (Vals AI) | 88.2% | 70.5% | Grok 4.6 |
| SWE-bench Verified (Vals AI) | 95.6% | Not measured | Only Grok 4.6 measured |
| Terminal-Bench 4 (Vals AI) | 17.2% | Not measured | Only Grok 4.6 measured |
| Vibe Code Bench (Vals AI) | 76.2% | Not measured | Only Grok 4.6 measured |
| Code migration (Vals AI) | 44.6% | Not measured | Only Grok 4.6 measured |
| ProgramBench (Vals AI) | 1.0% | Not measured | Only Grok 4.6 measured |
| IOI (Vals AI) | 47.6% | Not measured | Only Grok 4.6 measured |
| Terminal-Bench 2.1 (Vals AI) | 78.3% | Not measured | Only Grok 4.6 measured |
| Vibe Code Bench 1-100 (Vals AI) | 14.8% | Not measured | Only Grok 4.6 measured |
| SkillsBench (Vals AI) | 55.8% | Not measured | Only Grok 4.6 measured |
| CyberBench (Vals AI) | 67.7% | Not measured | Only Grok 4.6 measured |
| LiveCodeBench (Artificial Analysis run) | Not measured | 55.6% | Only Kimi K2 0711 measured |
| SciCode | 56.5% | Not measured | Only Grok 4.6 measured |
| Terminal-Bench Hard (Artificial Analysis run) | Not measured | 15.9% | Only Kimi K2 0711 measured |
| Terminal-Bench | Not measured | 27.8% | Only Kimi K2 0711 measured |
| FrontierCode | 48.0% | Not measured | Only Grok 4.6 measured |
| FrontierSWE | 25.3% | Not measured | Only Grok 4.6 measured |
| GSO-Bench | Not measured | 4.9% | Only Kimi K2 0711 measured |
| WeirdML | 67.3% | 39.4% | Grok 4.6 |
| ALE-Bench | 1508.1 | Not measured | Only Grok 4.6 measured |
| LMArena Text: coding | 1466 | Not measured | Only Grok 4.6 measured |
| LMArena Text: software and IT | 1457 | Not measured | Only Grok 4.6 measured |
| LMArena WebDev: React | 1631 | Not measured | Only Grok 4.6 measured |
| LMArena WebDev: HTML | 1597 | Not measured | Only Grok 4.6 measured |
| LMArena WebDev: from an image | 1603 | Not measured | Only Grok 4.6 measured |
| Neither model has a result on the other 8 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| AA Intelligence Index | 44.3 | 12.7 | Grok 4.6 |
| Epoch Capabilities Index | 156.6 | 140.0 | Grok 4.6 |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index23 boards, none shared
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| AA Agentic Index | 53.0 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building web apps | 1247 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building full-stack apps | 1264 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building mobile apps | 1234 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building Android apps | 1297 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building Godot games | 1276 | Not measured | Only Grok 4.6 measured |
| Design Arena: agents building games | 1208 | Not measured | Only Grok 4.6 measured |
| Design Arena: HTML slides | 1249 | Not measured | Only Grok 4.6 measured |
| Design Arena: PowerPoint slides | 1241 | Not measured | Only Grok 4.6 measured |
| LiveBench research | 84.5% | Not measured | Only Grok 4.6 measured |
| LiveBench browser | 64.0% | Not measured | Only Grok 4.6 measured |
| LiveBench long agentic | 40.7% | Not measured | Only Grok 4.6 measured |
| Finance Agent (Vals AI) | 53.7% | Not measured | Only Grok 4.6 measured |
| Tax Agent Bench (Vals AI) | 33.1% | Not measured | Only Grok 4.6 measured |
| Legal Research Bench (Vals AI) | 48.1% | Not measured | Only Grok 4.6 measured |
| Excel Modeling Benchmark (Vals AI) | 62.7% | Not measured | Only Grok 4.6 measured |
| BioMysteryBench (Vals AI) | 72.2% | Not measured | Only Grok 4.6 measured |
| Terminal-Bench-Science (Vals AI) | 11.4% | Not measured | Only Grok 4.6 measured |
| Vals Science Index | 38.1% | Not measured | Only Grok 4.6 measured |
| Time Horizon Index (Vals AI) | 5.8% | Not measured | Only Grok 4.6 measured |
| τ²-Bench Telecom | Not measured | 61.1% | Only Kimi K2 0711 measured |
| APEX-Agents | 65.3% | Not measured | Only Grok 4.6 measured |
| Vending-Bench 2 | $9,047 | Not measured | Only Grok 4.6 measured |
| Neither model has a result on the other 16 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| GPQA Diamond | 94.7% | 71.5% | Grok 4.6 |
| LiveBench reasoning | 91.2% | Not measured | Only Grok 4.6 measured |
| MysteryMechanism (Vals AI) | 30.6% | Not measured | Only Grok 4.6 measured |
| GPQA Diamond (Artificial Analysis run) | 94.9% | 76.6% | Grok 4.6 |
| Humanity's Last Exam (Artificial Analysis run) | 44.1% | 7.4% | Grok 4.6 |
| GPQA Diamond (Epoch AI run) | 94.0% | Not measured | Only Grok 4.6 measured |
| ARC-AGI | 87.5% | Not measured | Only Grok 4.6 measured |
| ARC-AGI-2 | 67.1% | Not measured | Only Grok 4.6 measured |
| SimpleBench | 75.9% | 26.3% | Grok 4.6 |
| Chess puzzles | 33.0% | Not measured | Only Grok 4.6 measured |
| Mystery game puzzles | 34.0% | Not measured | Only Grok 4.6 measured |
| EBR-bench | 30.5% | Not measured | Only Grok 4.6 measured |
| LMArena Text: hard prompts | 1448 | Not measured | Only Grok 4.6 measured |
| LMArena Text: expert | 1469 | Not measured | Only Grok 4.6 measured |
| LMArena Text: hard prompts in English | 1445 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: diagrams | 1285 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: homework | 1283 | Not measured | Only Grok 4.6 measured |
| Neither model has a result on the other 4 boards here | |||
MathDirectional onlyPublic boards, shown as published, kept out of the index11 boards, none shared
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| AIME | Not measured | 62.7% | Only Kimi K2 0711 measured |
| MATH 500 (Vals AI) | Not measured | 94.2% | Only Kimi K2 0711 measured |
| MGSM (Vals AI) | Not measured | 91.0% | Only Kimi K2 0711 measured |
| AA Math Index | Not measured | 57.0 | Only Kimi K2 0711 measured |
| AIME 2025 (Artificial Analysis run) | Not measured | 57.0% | Only Kimi K2 0711 measured |
| OTIS Mock AIME | 99.2% | Not measured | Only Grok 4.6 measured |
| FrontierMath, tiers 1 to 3 | 66.0% | Not measured | Only Grok 4.6 measured |
| FrontierMath, tier 4 | 31.7% | Not measured | Only Grok 4.6 measured |
| ProofBench | 51.0% | Not measured | Only Grok 4.6 measured |
| LMArena Text: math | 1417 | Not measured | Only Grok 4.6 measured |
| LMArena Text: mathematical work | 1464 | Not measured | Only Grok 4.6 measured |
| Neither model has a result on the other 2 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| MMLU Pro | 89.4% | 79.4% | Grok 4.6 |
| LegalBench (Vals AI) | 86.3% | 81.5% | Grok 4.6 |
| CorpFin (Vals AI) | 66.2% | 50.4% | Grok 4.6 |
| TaxEval (Vals AI) | 71.1% | 70.2% | Grok 4.6 |
| MortgageTax (Vals AI) | 64.2% | Not measured | Only Grok 4.6 measured |
| MedQA (Vals AI) | Not measured | 84.0% | Only Kimi K2 0711 measured |
| MedCode (Vals AI) | 44.7% | Not measured | Only Grok 4.6 measured |
| MMLU Pro (Artificial Analysis run) | Not measured | 82.4% | Only Kimi K2 0711 measured |
| SimpleQA Verified | 49.3% | Not measured | Only Grok 4.6 measured |
| LMArena Text: science | 1437 | Not measured | Only Grok 4.6 measured |
| LMArena Text: medicine and healthcare | 1420 | Not measured | Only Grok 4.6 measured |
| LMArena Text: legal and government | 1429 | Not measured | Only Grok 4.6 measured |
| LMArena Text: business and finance | 1416 | Not measured | Only Grok 4.6 measured |
| Neither model has a result on the other 4 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index50
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| Design Arena: websites | 1289 | 1050 | Grok 4.6 |
| Design Arena: UI components | 1294 | 1030 | Grok 4.6 |
| Design Arena: game dev | 1296 | 974 | Grok 4.6 |
| Design Arena: data viz | 1283 | 1018 | Grok 4.6 |
| Design Arena: 3D | 1277 | Not measured | Only Grok 4.6 measured |
| Design Arena: all code categories | 1292 | 1034 | Grok 4.6 |
| Design Arena: SVG | 1239 | Not measured | Only Grok 4.6 measured |
| Design Arena: ASCII art | 1278 | Not measured | Only Grok 4.6 measured |
| LiveBench design | 79.8% | Not measured | Only Grok 4.6 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Grok 4.6 | Kimi K2 0711 | Leader |
|---|---|---|---|
| LiveBench data analysis | 75.3% | Not measured | Only Grok 4.6 measured |
| Public Benefits Bench (Vals AI) | 66.8% | Not measured | Only Grok 4.6 measured |
| SAGE (Vals AI) | 28.9% | Not measured | Only Grok 4.6 measured |
| MedScribe (Vals AI) | 86.5% | Not measured | Only Grok 4.6 measured |
| IFBench | Not measured | 41.5% | Only Kimi K2 0711 measured |
| Long context reasoning (AA-LCR) | 81.0% | 53.0% | Grok 4.6 |
| DTBench | 97.3% | Not measured | Only Grok 4.6 measured |
| LMCA | 48.5% | Not measured | Only Grok 4.6 measured |
| Fiction.LiveBench | Not measured | 61.1% | Only Kimi K2 0711 measured |
| Creative writing (Lech Mazur) | Not measured | 85.6% | Only Kimi K2 0711 measured |
| CL-bench | Not measured | 11.9% | Only Kimi K2 0711 measured |
| Furniture assembly | 40.0% | Not measured | Only Grok 4.6 measured |
| LMArena Text | 1429 | Not measured | Only Grok 4.6 measured |
| LMArena Text: instruction following | 1431 | Not measured | Only Grok 4.6 measured |
| LMArena Text: creative writing | 1426 | Not measured | Only Grok 4.6 measured |
| LMArena Vision | 1263 | Not measured | Only Grok 4.6 measured |
| LMArena Text: English | 1433 | Not measured | Only Grok 4.6 measured |
| LMArena Text: non-English | 1420 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Chinese | 1476 | Not measured | Only Grok 4.6 measured |
| LMArena Text: German | 1426 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Japanese | 1378 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Korean | 1391 | Not measured | Only Grok 4.6 measured |
| LMArena Text: French | 1455 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Spanish | 1414 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Russian | 1421 | Not measured | Only Grok 4.6 measured |
| LMArena Text: Polish | 1430 | Not measured | Only Grok 4.6 measured |
| LMArena Text: multi-turn | 1425 | Not measured | Only Grok 4.6 measured |
| LMArena Text: longer queries | 1456 | Not measured | Only Grok 4.6 measured |
| LMArena Text: writing and language | 1429 | Not measured | Only Grok 4.6 measured |
| LMArena Text: entertainment and media | 1421 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: English | 1270 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: Chinese | 1289 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: reading text | 1272 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: humor | 1270 | Not measured | Only Grok 4.6 measured |
| LMArena Vision: creative writing | 1262 | Not measured | Only Grok 4.6 measured |
| LMArena Document | 1452 | Not measured | Only Grok 4.6 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 | Grok 4.6 | Kimi K2 0711 | 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
Grok 4.6$0.0050Fits in one request
Kimi K2 0711$0.0017Fits in one request
Kimi K2 0711 costs less
Repository review
50K input + 3K output tokens
Grok 4.6$0.118Fits in one request
Kimi K2 0711$0.035Fits in one request
Kimi K2 0711 costs less
Agent loop
200K input + 10K output tokens
Grok 4.6$0.460Fits in one request
Kimi K2 0711$0.137Exceeds the context window
Kimi K2 0711 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 | SpaceXAI Grok 4.6 | MoonshotAI Kimi K2 0711 |
|---|---|---|
| Maker | xAI | Moonshot AI |
| Weights | No public weights listed | Open weights |
| Released | August 12, 2026 | July 11, 2025 |
| Context window | 500K | 131K |
| Input $/Mtok | $2.00 | $0.57 |
| Output $/Mtok | $6.00 | $2.30 |
| Coding index | 76.4 | 64.7 |
| Independent measurements behind it | 2 | 2 |
| Cost per solved task | $0.82 | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Grok 4.6 better than Kimi K2 0711 for coding?
Pick Grok 4.6 for coding: it scores 76.4 on the Vibe Coding Index against 64.7 for Kimi K2 0711. Pick Kimi K2 0711 when output tokens cost 2.6x less.
Which is cheaper, Grok 4.6 or Kimi K2 0711?
Grok 4.6 costs $2.00 per million input tokens and $6.00 per million output tokens; Kimi K2 0711 costs $0.57 and $2.30. Cost per solved task is known for Grok 4.6 only.
Which has the bigger context window, Grok 4.6 or Kimi K2 0711?
Grok 4.6, with 500K tokens against 131K.
How many benchmarks is the Grok 4.6 vs Kimi K2 0711 comparison based on?
18 benchmarks have a result for both models as of October 21, 2026. Grok 4.6's coding index rests on 2 independent benchmarks and Kimi K2 0711's on 2. Where only one model has a result, the page says so instead of naming a winner.