LLM Reference

Claude Sonnet 4.6 vs Composer 2.5

Claude Sonnet 4.6 and Composer 2.5 compare a standalone API model against an IDE-native agent. Sonnet has 1M context in beta, computer-use positioning, and broad product integration; Composer has lower standard pricing and Cursor-harness benchmark rows. Treat the result as workflow fit, not a universal model winner.

Pick Sonnet 4.6 when API access, long context, broader tools, or non-Cursor deployment matter. Pick Composer 2.5 when you want the packaged IDE-native agent built on Kimi K2.5 workflow and standard-tier cost dominates. Treat Composer's 79.8% SWE-Bench Multilingual score and Sonnet's SWE-Bench Verified rows as different test sets, not a single leaderboard.

Decision scorecard

Local evidence first
SignalClaude Sonnet 4.6Composer 2.5
Product typeStandalone API modelIDE-native agent built on Kimi K2.5
Best forAPI builders, multimodal apps, and non-IDE automationLong Cursor IDE sessions and autonomous in-IDE coding
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m1m
Cheapest output$15/1M tokens$2.50/1M tokens
Provider routes6 tracked1 tracked
Shared benchmarks4 sharedSWE-rebench leader

Decision tradeoffs

Choose Claude Sonnet 4.6 when...
  • Claude Sonnet 4.6 has broader tracked provider coverage for fallback and route flexibility.
  • Claude Sonnet 4.6 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
  • Local decision data tags Claude Sonnet 4.6 for Coding, RAG, and Agents.
Choose Composer 2.5 when...
  • Composer 2.5 holds a shared-benchmark lead on SWE-rebench, ahead by 19.1 points.
  • Composer 2.5 has the lower cheapest tracked output price at $2.50/1M tokens.
  • Composer 2.5 uniquely exposes IDE integration in local model data.
  • Local decision data tags Composer 2.5 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

Claude Sonnet 4.6

$6,150

Cheapest tracked route/tier: OpenRouter

Composer 2.5

$1,025

Cheapest tracked route/tier: Cursor Standard async

Estimated monthly gap: $5,125. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Sonnet 4.6 -> Composer 2.5
  • No overlapping tracked provider route is sourced for Claude Sonnet 4.6 and Composer 2.5; plan for SDK, billing, or endpoint changes.
  • Composer 2.5 is $12.50/1M 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 in local capability data.
Composer 2.5 -> Claude Sonnet 4.6
  • No overlapping tracked provider route is sourced for Composer 2.5 and Claude Sonnet 4.6; plan for SDK, billing, or endpoint changes.
  • Claude Sonnet 4.6 is $12.50/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Check replacement coverage for IDE integration before moving production traffic.
  • Claude Sonnet 4.6 adds Vision, Multimodal, and Reasoning in local capability data.

Specs

Specification
Released2026-02-172026-05-18
Context window1m1m
Parameters
ArchitectureDecoder Only-
LicenseProprietaryProprietary
OpennessProprietaryProprietary
WeightsNot releasedNot released
CodeUnknownNot released
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff2025-08-

Pricing and availability

Pricing attributeClaude Sonnet 4.6Composer 2.5
Input price$3/1M tokens
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.
Output price$15/1M tokens
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.
Providers

Capabilities

CapabilityClaude Sonnet 4.6Composer 2.5
VisionYesNo
MultimodalYesNo
ReasoningYesNo
JSON / Tool useYesYes
Structured outputsYesNo
Code executionYesYes
IDE integrationNoYes
Computer useYesNo
Parallel agentsYesYes

Benchmarks

BenchmarkClaude Sonnet 4.6Composer 2.5
SWE-rebench60.779.8
Terminal-Bench 2.059.169.3
CursorBench49.056.1
SWE-bench Multilingual75.979.8

Harness caveat. Composer 2.5 is measured as IDE-native agent built on Kimi K2.5, while Claude Sonnet 4.6 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.

Continue comparing

Last reviewed: 2026-07-26. Data sourced from public model cards and provider documentation.