LLM Reference

Claude Opus 4.5 vs Qwen3.6-27B

Claude Opus 4.5 (2025) and Qwen3.6-27B (2026) compare a standalone API model against a coding-specialized model. Claude Opus 4.5 ships a 200k-token context window, while Qwen3.6-27B ships a 262k-token context window. On MMLU PRO, Claude Opus 4.5 leads by 2.7 pts. On pricing, Qwen3.6-27B costs $0.32/1M input tokens versus $5/1M for the alternative. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Claude Opus 4.5 is standalone API model, while Qwen3.6-27B is coding-specialized model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalClaude Opus 4.5Qwen3.6-27B
Product typeStandalone API modelCoding-specialized model
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentscustom coding agents, code generation, and tool loops
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window200k262k
Cheapest output$25/1M tokens$3.20/1M tokens
Provider routes6 tracked4 tracked
Shared benchmarksMMLU PRO leader5 shared

Decision tradeoffs

Choose Claude Opus 4.5 when...
  • Claude Opus 4.5 holds a shared-benchmark lead on MMLU PRO, ahead by 2.7 points.
  • Claude Opus 4.5 has broader tracked provider coverage for fallback and route flexibility.
  • Claude Opus 4.5 uniquely exposes Structured outputs and Code execution in local model data.
  • Local decision data tags Claude Opus 4.5 for Coding, RAG, and Agents.
Choose Qwen3.6-27B when...
  • Qwen3.6-27B holds a shared-benchmark lead on SWE-bench Pro, ahead by 11.7 points.
  • Qwen3.6-27B has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Qwen3.6-27B has the lower cheapest tracked output price at $3.20/1M tokens.
  • Local decision data tags Qwen3.6-27B 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 Qwen3.6-27B

Claude Opus 4.5

$10,250

Cheapest tracked route/tier: Microsoft Foundry

Qwen3.6-27B

$1,056

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $9,194. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Opus 4.5 -> Qwen3.6-27B
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Qwen3.6-27B is $21.80/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Structured outputs and Code execution before moving production traffic.
Qwen3.6-27B -> Claude Opus 4.5
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Claude Opus 4.5 is $21.80/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Claude Opus 4.5 adds Structured outputs and Code execution in local capability data.

Specs

Specification
Released2025-11-012026-04-27
Context window200k262k
Parameters27B
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryApache 2.0OSI-approved
OpennessProprietaryOpen source
WeightsNot releasedAvailable
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2025-12-

Pricing and availability

Pricing attributeClaude Opus 4.5Qwen3.6-27B
Input price$5/1M tokens$0.32/1M tokens
Output price$25/1M tokens$3.20/1M tokens
Providers

Capabilities

CapabilityClaude Opus 4.5Qwen3.6-27B
VisionYesYes
MultimodalYesYes
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkClaude Opus 4.5Qwen3.6-27B
MMLU PRO88.986.2
SWE-bench Verified80.977.2
SWE-bench Pro41.853.5
Google-Proof Q&A87.087.8
MMMU Pro73.975.8

Continue comparing

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