LLM Reference

Composer 2.5 vs GPT-5.5

GPT-5.5 is a frontier API model with strong terminal-agent and SWE-Bench Verified rows, while Composer 2.5 is a Cursor-native coding agent priced for IDE workflows. The right choice depends on whether you need a general production model or a cheaper agent inside Cursor.

Pick GPT-5.5 for external APIs, terminal-heavy automation, 1M-token workflows, and verified coding benchmark confidence. Pick Composer 2.5 when you are already in Cursor and want the lower standard token price. Composer's SWE-Bench Multilingual score is not the same benchmark as GPT-5.5's SWE-Bench Verified row.

Decision scorecard

Local evidence first
SignalComposer 2.5GPT-5.5
Product typeIDE-native agent built on Kimi K2.5Standalone API model
Best forLong Cursor IDE sessions and autonomous in-IDE codingAPI builders, multimodal apps, and non-IDE automation
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m1.05m
Cheapest output$2.50/1M tokens$30/1M tokens
Provider routes1 tracked4 tracked
Shared benchmarks2 sharedTerminal-Bench 2.0 leader

Decision tradeoffs

Choose Composer 2.5 when...
  • Composer 2.5 has the lower cheapest tracked output price at $2.50/1M tokens.
  • Composer 2.5 uniquely exposes IDE integration and Parallel agents in local model data.
  • Local decision data tags Composer 2.5 for Coding, RAG, and Agents.
Choose GPT-5.5 when...
  • GPT-5.5 holds a shared-benchmark lead on Terminal-Bench 2.0, ahead by 13.4 points.
  • GPT-5.5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • GPT-5.5 has broader tracked provider coverage for fallback and procurement flexibility.
  • GPT-5.5 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
  • Local decision data tags GPT-5.5 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.

Lower estimate Composer 2.5

Composer 2.5

$1,025

Cheapest tracked route/tier: Cursor Standard async

GPT-5.5

$11,500

Cheapest tracked route/tier: OpenAI API 0-272K input tokens

Estimated monthly gap: $10,475. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Composer 2.5 -> GPT-5.5
  • No overlapping tracked provider route is sourced for Composer 2.5 and GPT-5.5; plan for SDK, billing, or endpoint changes.
  • GPT-5.5 is $27.50/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Check replacement coverage for IDE integration and Parallel agents before moving production traffic.
  • GPT-5.5 adds Vision, Multimodal, and Reasoning in local capability data.
GPT-5.5 -> Composer 2.5
  • No overlapping tracked provider route is sourced for GPT-5.5 and Composer 2.5; plan for SDK, billing, or endpoint changes.
  • Composer 2.5 is $27.50/1M 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 IDE integration and Parallel agents in local capability data.

Specs

Specification
Released2026-05-182026-04-23
Context window1m1.05m
Parameters
Architecture-Decoder Only
LicenseProprietaryProprietary
OpennessProprietaryProprietary
WeightsNot releasedNot released
CodeNot releasedUnknown
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff-2025-12

Pricing and availability

Pricing attributeComposer 2.5GPT-5.5
Input price
Standard async
$0.50/1M tokens
Cursor Composer 2.5 standard tier.
Fast interactive
$3/1M tokens
Cursor says fast has the same intelligence and is the default.
0-272K input tokens
$5/1M tokens
Standard GPT-5.5 token pricing before the long-context surcharge threshold.
272K+ input tokens
$8/1M tokens
Long-context surcharge applies above 272K input tokens for the full session.
Output price
Standard async
$2.50/1M tokens
Cursor Composer 2.5 standard tier.
Fast interactive
$15/1M tokens
Cursor says fast has the same intelligence and is the default.
0-272K input tokens
$30/1M tokens
Standard GPT-5.5 token pricing before the long-context surcharge threshold.
272K+ input tokens
$36/1M tokens
Long-context surcharge applies above 272K input tokens for the full session.
Providers

Capabilities

CapabilityComposer 2.5GPT-5.5
VisionNoYes
MultimodalNoYes
ReasoningNoYes
Function callingYesYes
Tool useYesYes
Structured outputsNoYes
Code executionYesYes
IDE integrationYesNo
Computer useNoNo
Parallel agentsYesNo

Benchmarks

BenchmarkComposer 2.5GPT-5.5
Terminal-Bench 2.069.382.7
CursorBench63.264.3

Harness caveat. Composer 2.5 is measured as IDE-native agent built on Kimi K2.5, while GPT-5.5 is standalone API model. Treat shared benchmark scores as directional because IDE or product scaffolding, tool access, prompt routing, and interaction mode can change real application results.

Deep dive

GPT-5.5 has the stronger sourced terminal-agent signal in this pair: 82.7% on Terminal-Bench 2.0 versus Composer 2.5 at 69.3% on the same benchmark version. If the workload is shell-heavy debugging, command execution, CI repair, or tool orchestration outside an IDE, GPT-5.5 is the safer first test.

The SWE-Bench caveat remains necessary. GPT-5.5 has a sourced SWE-Bench Verified row at 88.7%. Composer 2.5 does not have a published Verified score in the seed; its 79.8% row is SWE-Bench Multilingual from Cursor's agent context. That row is useful for Cursor workflow fit, not as a direct GPT-5.5 leaderboard comparison.

Composer's cost advantage is large at the standard tier. It lists $0.50/M input and $2.50/M output, while GPT-5.5 standard rows list $5/M input and $30/M output. For Cursor-only coding where the model does not need to leave the IDE, that price gap can outweigh GPT-5.5's broader benchmark and API strengths.

GPT-5.5 is the production integration pick because it is a model route rather than a bundled IDE agent. It carries tracked OpenAI, OpenRouter, and Vercel routes, plus a 1M-class context row and multimodal support in the seed data. Composer should be evaluated as a Cursor product decision.

FAQ

Which is better for terminal automation?

GPT-5.5 has the stronger sourced terminal signal: 82.7% on Terminal-Bench 2.0 versus Composer 2.5 at 69.3% on the same benchmark version. Start with GPT-5.5 for shell-heavy or CI automation outside Cursor.

Is Composer 2.5 cheaper than GPT-5.5?

Yes at standard pricing. Composer 2.5 lists $0.50/M input and $2.50/M output, while GPT-5.5 lists $5/M input and $30/M output. Composer's lower price is tied to Cursor's product surface rather than a standalone API route.

Can I compare Composer's 79.8% to GPT-5.5's 88.7%?

No. Composer's 79.8% is SWE-Bench Multilingual; GPT-5.5's 88.7% is SWE-Bench Verified. They are different benchmark rows, so the page should use them as separate signals rather than one ranked scale.

Which model should a product team integrate?

GPT-5.5 is the better integration candidate because it has tracked API/provider routes and a general model surface. Composer 2.5 is a Cursor-native agent, so it is better treated as an IDE workflow choice.

Continue comparing

Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.