Composer 2 vs Grok 4
Composer 2 (2026) and Grok 4 (2025) compare a product-bundled coding agent built on Kimi K2.5 against a standalone API model. Composer 2 ships a 200k-token context window, while Grok 4 ships a 256k-token context window. On pricing, Composer 2 costs $0.50/1M input tokens versus $1.25/1M for the alternative. This page treats the result as workflow and deployment fit, not a universal model winner.
Use Composer 2 when you want the packaged product-bundled coding agent built on Kimi K2.5 workflow; use Grok 4 when you need a model you can route, wrap, or run outside that product surface.
Decision scorecard
Local evidence first| Signal | Composer 2 | Grok 4 |
|---|---|---|
| Product type | Product-bundled coding agent built on Kimi K2.5 | Standalone API model |
| Best for | Packaged coding-agent workflows and vendor-managed tool runs | API builders, multimodal apps, and non-IDE automation |
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 200k | 256k |
| Cheapest output | $2.50/1M tokens | $2.50/1M tokens |
| Provider routes | 1 tracked | 4 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Local decision data tags Composer 2 for Coding, RAG, and Agents.
- Grok 4 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Grok 4 has broader tracked provider coverage for fallback and route flexibility.
- Grok 4 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
- Local decision data tags Grok 4 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
$1,025
Cheapest tracked route/tier: Cursor
Grok 4
$1,625
Cheapest tracked route/tier: xAI Console
Estimated monthly gap: $600. 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 and Grok 4; plan for SDK, billing, or endpoint changes.
- Cheapest tracked output pricing is tied, so migration risk shifts to quality, latency, and provider packaging.
- Grok 4 adds Vision, Multimodal, and Reasoning in local capability data.
- No overlapping tracked provider route is sourced for Grok 4 and Composer 2; plan for SDK, billing, or endpoint changes.
- Cheapest tracked output pricing is tied, so migration risk shifts to quality, latency, and provider packaging.
- Check replacement coverage for Vision, Multimodal, and Reasoning before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-03-19 | 2025-07-09 |
| Context window | 200k | 256k |
| Parameters | — | — |
| Architecture | - | Decoder Only |
| License | Proprietary | Proprietary |
| Openness | Proprietary | Proprietary |
| Weights | Not released | Not released |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: conditional |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Composer 2 | Grok 4 |
|---|---|---|
| Input price | $0.50/1M tokens | $1.25/1M tokens |
| Output price | $2.50/1M tokens | $2.50/1M tokens |
| Providers |
Capabilities
| Capability | Composer 2 | Grok 4 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | Yes |
| JSON / Tool use | Yes | Yes |
| Structured outputs | No | Yes |
| Code execution | Yes | Yes |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Continue comparing
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Last reviewed: 2026-07-10. Data sourced from public model cards and provider documentation.