Composer 2.5 vs Kimi K2.6
Composer 2.5 and Kimi K2.6 are closely related but not equivalent. Cursor says Composer 2.5 is built on Moonshot's Kimi K2.5 checkpoint; Kimi K2.6 is the successor generation with open-weight/API availability, multimodal input, and broader benchmark coverage.
Pick Composer 2.5 for Cursor-native IDE work and Cursor's agent harness. Pick Kimi K2.6 for API access, open-weight/self-hosting evaluation, multimodal workflows, and broader standalone benchmark coverage. The key caveat is lineage: Composer 2.5 is a Cursor fine-tune of Kimi K2.5, while K2.6 is the next Kimi generation, not Composer's base model.
Decision scorecard
Local evidence first| Signal | Composer 2.5 | Kimi K2.6 |
|---|---|---|
| Product type | IDE-native agent built on Kimi K2.5 | Coding-specialized model |
| Best for | Long Cursor IDE sessions and autonomous in-IDE coding | custom coding agents, code generation, and tool loops |
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 1m | 262k |
| Cheapest output | $2.50/1M tokens | $3.49/1M tokens |
| Provider routes | 1 tracked | 9 tracked |
| Shared benchmarks | 5 shared | CursorBench leader |
Decision tradeoffs
- Composer 2.5 holds a shared-benchmark lead on CursorBench, ahead by 15.6 points.
- Composer 2.5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Composer 2.5 has the lower cheapest tracked output price at $2.50/1M tokens.
- Composer 2.5 uniquely exposes Code execution, IDE integration, and Parallel agents in local model data.
- Local decision data tags Composer 2.5 for Coding, RAG, and Agents.
- Kimi K2.6 holds a shared-benchmark lead on CursorBench, ahead by 19.9 points.
- Kimi K2.6 has broader tracked provider coverage for fallback and route flexibility.
- Kimi K2.6 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
- Local decision data tags Kimi K2.6 for Coding, RAG, and Agents.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Composer 2.5
$1,025
Cheapest tracked route/tier: Cursor Standard async
Kimi K2.6
$1,457
Cheapest tracked route/tier: OpenRouter
Estimated monthly gap: $432. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Composer 2.5 and Kimi K2.6; plan for SDK, billing, or endpoint changes.
- Kimi K2.6 is $0.99/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Check replacement coverage for Code execution, IDE integration, and Parallel agents before moving production traffic.
- Kimi K2.6 adds Vision, Multimodal, and Reasoning in local capability data.
- No overlapping tracked provider route is sourced for Kimi K2.6 and Composer 2.5; plan for SDK, billing, or endpoint changes.
- Composer 2.5 is $0.99/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Vision, Multimodal, and Reasoning before moving production traffic.
- Composer 2.5 adds Code execution, IDE integration, and Parallel agents in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-05-18 | 2026-04-20 |
| Context window | 1m | 262k |
| Parameters | — | 1T |
| Architecture | - | Mixture of Experts |
| License | Proprietary | MITOSI-approved |
| Openness | Proprietary | Open source |
| Weights | Not released | Available·Moonshot Modified MIT License |
| Code | Not released | Available·Moonshot Modified MIT License |
| Commercial use | Commercial use: conditional | Commercial use: permitted |
| Knowledge cutoff | - | 2025-04 |
Pricing and availability
| Pricing attribute | Composer 2.5 | Kimi K2.6 |
|---|---|---|
| Input price |
| $0.73/1M tokens |
| Output price |
| $3.49/1M tokens |
| Providers |
Capabilities
| Capability | Composer 2.5 | Kimi K2.6 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | Yes |
| JSON / Tool use | Yes | Yes |
| Structured outputs | No | Yes |
| Code execution | Yes | No |
| IDE integration | Yes | No |
| Computer use | No | No |
| Parallel agents | Yes | No |
Benchmarks
| Benchmark | Composer 2.5 | Kimi K2.6 |
|---|---|---|
| CursorBench | 27.7 | 47.6 |
| CursorBench | 63.2 | 47.6 |
| CursorBench | 56.1 | 47.6 |
| SWE-bench Multilingual | 79.8 | 76.7 |
| Terminal-Bench 2.0 | 69.3 | 66.7 |
Harness caveat. Composer 2.5 is measured as IDE-native agent built on Kimi K2.5, while Kimi K2.6 is coding-specialized model. Treat shared benchmark scores as directional because IDE or product scaffolding, tool access, prompt routing, and interaction mode can change real application results.
Continue comparing
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Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.