# Kimi K2.6 vs Qwen3.7 Plus

> Side-by-side benchmark comparison for Kimi K2.6 and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/kimi-2-6-vs-qwen3-7-plus
- Last updated: September 29, 2026

- Shared sourced benchmarks: 18
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick Kimi K2.6 if you want the stronger benchmark profile. Qwen3.7 Plus only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Kimi K2.6 leads overall 59.17 to 55.73.
- The clearest category separation is in agentic, where the averages are 43.8 for Kimi K2.6 and 35.2 for Qwen3.7 Plus.
- The biggest single benchmark swing is MCP Atlas in Agentic, with scores of 55.9% and 73.2%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Kimi K2.6 | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | Moonshot AI | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 1M |
| Overall Score | 59.17 | 55.73 |
| Benchmarks Covered | 37 | 52 |
| Pricing (input/output) | $0.95 / $4.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Kimi K2.6
- Kimi K2.6 public-lane score: 43.8 (Supported · #50/117)
- Qwen3.7 Plus public-lane score: 35.2 (Supported · #66/117)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 66.7% | 70.3% | Qwen3.7 Plus |
| BrowseComp | 83.2% | Coming soon | Coming soon |
| OSWorld-Verified | 73.1% | 73.3% | Qwen3.7 Plus |
| Toolathlon | 50% | Coming soon | Coming soon |
| MCP Atlas | 55.9% | 73.2% | Qwen3.7 Plus |
| Claw-Eval | 62.3% | 62.7% | Qwen3.7 Plus |
| DeepSearchQA | 92.5% | Coming soon | Coming soon |
| WideResearch | 80.8% | Coming soon | Coming soon |
| Gert Labs | 56.82% | Coming soon | Coming soon |
| ResearchClawBench | 18.0% | Coming soon | Coming soon |
| OSWorld 2.0 | 4.6% | 2.8% | Kimi K2.6 |
| Terminal-Bench 2.1 (Vals) | 53.6% | 52.8% | Kimi K2.6 |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| BFCL v4 | Coming soon | 72.9% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |

### Coding

- Winner: Directional only
- Kimi K2.6 public-lane score: 46.4 (Supported · #49/143)
- Qwen3.7 Plus public-lane score: 43.1 (Estimated · #55/143)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 80.2% | 77.7% | Kimi K2.6 |
| LiveCodeBench v6 | 89.6% | Coming soon | Coming soon |
| SWE-bench Pro | 58.6% | 57.6% | Kimi K2.6 |
| SWE Multilingual | 76.7% | 75.8% | Kimi K2.6 |
| SciCode | 52.2% | 51.3% | Kimi K2.6 |
| Terminal-Bench 2.0 | 66.7% | 70.3% | Qwen3.7 Plus |
| Vibe Code Bench | 37.89% | Coming soon | Coming soon |
| cursorBench31 | 47.6% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 86.8% | Coming soon | Coming soon |
| SWE-bench (Vals) | 76.2% | Coming soon | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| LiveCodeBench | Coming soon | 89.6% | Coming soon |

### Reasoning

- Winner: Not comparable
- Kimi K2.6 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 75.2 (Unranked · 3 rankable rows)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Qwen3.7 Plus
- Kimi K2.6 public-lane score: 64.9 (#27/50)
- Qwen3.7 Plus public-lane score: 73.5 (#19/50)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 79.4% | 79% | Kimi K2.6 |
| MMMU-Pro w/ Python | 80.1% | Coming soon | Coming soon |
| CharXiv | 80.4% | 85.9% | Qwen3.7 Plus |
| MathVision | 87.4% | 90.3% | Qwen3.7 Plus |
| V* | 96.9% | Coming soon | Coming soon |
| ERQA | Coming soon | 69.8% | Coming soon |
| MedXpertQA (MM) | Coming soon | 71.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 79.0% | Coming soon |
| SimpleVQA | Coming soon | 81.7% | Coming soon |
| MMSearch-Plus | Coming soon | 41.4% | Coming soon |
| RealWorldQA | Coming soon | 86.9% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.4% | Coming soon |
| OCRBench V2 | Coming soon | 70.7% | Coming soon |
| ODINW13 | Coming soon | 51.1% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 85.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 87.4% | Coming soon |

### Knowledge

- Winner: Directional only
- Kimi K2.6 public-lane score: 58.9 (Supported · #41/169)
- Qwen3.7 Plus public-lane score: 52.3 (Estimated · #55/169)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 90.5% | 90.3% | Kimi K2.6 |
| GPQA-D | 90.5% | 90.3% | Kimi K2.6 |
| HLE | 34.7% | 34.7% | Tie |
| GPQA Diamond (Vals) | 89.1% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 87.6% | Coming soon | Coming soon |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| SuperGPQA | Coming soon | 71.4% | Coming soon |
| MMMLU | Coming soon | 89.0% | Coming soon |

### Multilingual

- Winner: Not comparable
- Kimi K2.6 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.9 (#3/12)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 85.4% | Coming soon |
| NOVA-63 | Coming soon | 58.8% | Coming soon |
| INCLUDE | Coming soon | 83.0% | Coming soon |
| MAXIFE | Coming soon | 88.8% | Coming soon |
| PolyMath | Coming soon | 84.0% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Kimi K2.6 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 89.2 (#18/124)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.6% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- Kimi K2.6 public-lane score: 71 (#1/7)
- Qwen3.7 Plus public-lane score: 78.2 (Unranked · 3 rankable rows)

| Benchmark | Kimi K2.6 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 96.4% | Coming soon | Coming soon |
| HMMT Feb 2026 | 92.7% | 92.9% | Qwen3.7 Plus |
| MMAnswerBench | 86.0% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 38.966% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 14.580% | Coming soon | Coming soon |
| IMOAnswerBench | Coming soon | 86.0% | Coming soon |
| Apex | Coming soon | 22.7% | Coming soon |

## FAQ

### Which is better overall, Kimi K2.6 or Qwen3.7 Plus?

Kimi K2.6 is ahead overall on BenchLM right now.

### Where is the biggest gap between Kimi K2.6 and Qwen3.7 Plus?

The widest category gap is in agentic, where the averages are 43.8 for Kimi K2.6 and 35.2 for Qwen3.7 Plus.

### How many benchmarks does Kimi K2.6 cover on BenchLM?

Kimi K2.6 currently has 37 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.7 Plus cover on BenchLM?

Qwen3.7 Plus currently has 52 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Kimi K2.6 vs GPT-6 Astra](/compare/gpt-6-astra-vs-kimi-2-6)
- [Qwen3.7 Plus vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-7-plus)
- [Kimi K2.6 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-kimi-2-6)
- [Qwen3.7 Plus vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-plus)

## Explore More

- [Kimi K2.6 profile](/models/kimi-2-6)
- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)