Composer 2 vs GLM-5.2
Composer 2 (2026) and GLM-5.2 (2026) 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 GLM-5.2 ships a 1m-token context window. On pricing, Composer 2 costs $0.50/1M input tokens versus $1.40/1M 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 GLM-5.2 when you need a model you can route, wrap, or run outside that product surface.
Decision scorecard
Local evidence first| Signal | Composer 2 | GLM-5.2 |
|---|---|---|
| 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, non-IDE automation, and long-context analysis |
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 200k | 1m |
| Cheapest output | $2.50/1M tokens | $4.40/1M tokens |
| Provider routes | 1 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Composer 2 has the lower cheapest tracked output price at $2.50/1M tokens.
- Local decision data tags Composer 2 for Coding, RAG, and Agents.
- GLM-5.2 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- GLM-5.2 uniquely exposes Reasoning and Structured outputs in local model data.
- Local decision data tags GLM-5.2 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
GLM-5.2
$2,220
Cheapest tracked route/tier: OpenRouter
Estimated monthly gap: $1,195. 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 GLM-5.2; plan for SDK, billing, or endpoint changes.
- GLM-5.2 is $1.90/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- GLM-5.2 adds Reasoning and Structured outputs in local capability data.
- No overlapping tracked provider route is sourced for GLM-5.2 and Composer 2; plan for SDK, billing, or endpoint changes.
- Composer 2 is $1.90/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Reasoning and Structured outputs before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-03-19 | 2026-06-13 |
| Context window | 200k | 1m |
| Parameters | — | 753B total, 40B active |
| Architecture | - | Mixture of Experts |
| License | Proprietary | MITOSI-approved |
| Openness | Proprietary | Open source |
| Commercial use | - | License generally permits commercial use — review terms |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Composer 2 | GLM-5.2 |
|---|---|---|
| Input price | $0.50/1M tokens | $1.40/1M tokens |
| Output price | $2.50/1M tokens | $4.40/1M tokens |
| Providers |
Capabilities
| Capability | Composer 2 | GLM-5.2 |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | Yes |
| Function calling | Yes | Yes |
| 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.
Deep dive
The capability footprint differs most on reasoning mode: GLM-5.2 and structured outputs: GLM-5.2. Both models share function calling, tool use, and code execution, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, Composer 2 lists $0.50/1M input and $2.50/1M output tokens on the cheapest tracked provider, while GLM-5.2 lists $1.40/1M input and $4.40/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Composer 2 lower by about $1.20 per million blended tokens. Availability is 1 providers versus 1, so concentration risk also matters.
Choose Composer 2 when coding workflow support and lower input-token cost are central to the workload. Choose GLM-5.2 when coding workflow support and larger context windows are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.
FAQ
Which has a larger context window, Composer 2 or GLM-5.2?
GLM-5.2 supports 1m tokens, while Composer 2 supports 200k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is cheaper, Composer 2 or GLM-5.2?
Composer 2 is cheaper on tracked token pricing. Composer 2 costs $0.50/1M input and $2.50/1M output tokens. GLM-5.2 costs $1.40/1M input and $4.40/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Composer 2 or GLM-5.2 open source?
Composer 2 is listed under Proprietary. GLM-5.2 is listed under MIT. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for reasoning mode, Composer 2 or GLM-5.2?
GLM-5.2 has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for function calling, Composer 2 or GLM-5.2?
Both Composer 2 and GLM-5.2 expose function calling. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Where can I run Composer 2 and GLM-5.2?
Composer 2 is available on Cursor. GLM-5.2 is available on OpenRouter. Provider coverage can affect latency, region availability, compliance posture, and fallback options. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Continue comparing
Last reviewed: 2026-06-16. Data sourced from public model cards and provider documentation.