# Kimi K2.7 Code vs Qwen3.8 Max Preview

> Side-by-side benchmark comparison for Kimi K2.7 Code and Qwen3.8 Max Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/kimi-k2-7-code-vs-qwen3-8-max-preview
- Last updated: September 10, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Evidence is too thin for a benchmark verdict: Kimi K2.7 Code and Qwen3.8 Max Preview share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Qwen3.8 Max Preview has the lower published output-token price.
- Kimi K2.7 Code has the larger published context window at 256K.

## Model Snapshot

| Property | Kimi K2.7 Code | Qwen3.8 Max Preview |
|----------|----------|----------|
| Creator | Moonshot AI | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | null |
| Independent public score (not head-to-head) | 65.49 | null |
| Benchmarks Covered | 8 | 1 |
| Pricing (input/output) | $0.95 / $4.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Kimi K2.7 Code public-lane score: 46.8 (Estimated · #72/152)
- Qwen3.8 Max Preview public-lane score: Coming soon

| Benchmark | Kimi K2.7 Code | Qwen3.8 Max Preview | Winner |
|-----------|-----------|-----------|--------|
| Kimi Claw 24/7 | 46.9% | Coming soon | Coming soon |
| MCP Atlas | 76% | Coming soon | Coming soon |
| MCP Mark Verified | 81.1% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Kimi K2.7 Code public-lane score: 50.9 (Supported · #51/151)
- Qwen3.8 Max Preview public-lane score: Coming soon

| Benchmark | Kimi K2.7 Code | Qwen3.8 Max Preview | Winner |
|-----------|-----------|-----------|--------|
| Kimi Code Bench v2 | 62.0% | Coming soon | Coming soon |
| ProgramBench | 53.6% | Coming soon | Coming soon |
| MLS-Bench Lite | 35.1% | Coming soon | Coming soon |
| cursorBench32 | 49.7% | Coming soon | Coming soon |
| OpenHarmony Bench | 52.1% | 56.0% | Qwen3.8 Max Preview |

### Reasoning

- Winner: Insufficient shared evidence
- Kimi K2.7 Code public-lane score: 75.5 (Unranked · 2 rankable rows)
- Qwen3.8 Max Preview public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Kimi K2.7 Code public-lane score: 61.6 (Estimated · #31/183)
- Qwen3.8 Max Preview public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- Kimi K2.7 Code public-lane score: 76.6 (#58/123)
- Qwen3.8 Max Preview public-lane score: Coming soon

## FAQ

### Is there enough evidence to pick between Kimi K2.7 Code and Qwen3.8 Max Preview?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Kimi K2.7 Code vs Qwen3.8 Max](/compare/kimi-k2-7-code-vs-qwen3-8-max)
- [Qwen3.8 Max Preview vs Qwen3.8 Max](/compare/qwen3-8-max-vs-qwen3-8-max-preview)
- [Kimi K2.7 Code vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-kimi-k2-7-code)
- [Qwen3.8 Max Preview vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-qwen3-8-max-preview)

## Explore More

- [Kimi K2.7 Code profile](/models/kimi-k2-7-code)
- [Qwen3.8 Max Preview profile](/models/qwen3-8-max-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)