LLM Reference

Claude Sonnet 4.5 vs Qwen3.6 Max Preview

Claude Sonnet 4.5 (2025) and Qwen3.6 Max Preview (2026) are frontier-tier reasoning models from Anthropic and Alibaba. Claude Sonnet 4.5 ships a 200k-token context window, while Qwen3.6 Max Preview ships a 256k-token context window. On MMLU PRO, Qwen3.6 Max Preview leads by 2.5 pts. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

Qwen3.6 Max Preview is safer overall; choose Claude Sonnet 4.5 when vision-heavy evaluation matters.

Decision scorecard

Local evidence first
SignalClaude Sonnet 4.5Qwen3.6 Max Preview
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentsreasoning-heavy apps, multimodal apps, and tool-calling agents
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window200k256k
Cheapest output$15/1M tokens$6.24/1M tokens
Provider routes8 tracked3 tracked
Shared benchmarks4 sharedMMLU PRO leader

Decision tradeoffs

Choose Claude Sonnet 4.5 when...
  • Claude Sonnet 4.5 has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Claude Sonnet 4.5 for Coding, RAG, and Agents.
Choose Qwen3.6 Max Preview when...
  • Qwen3.6 Max Preview holds a shared-benchmark lead on MMLU PRO, ahead by 2.5 points.
  • Qwen3.6 Max Preview has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Qwen3.6 Max Preview has the lower cheapest tracked output price at $6.24/1M tokens.
  • Local decision data tags Qwen3.6 Max Preview 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 Max Preview

Claude Sonnet 4.5

$6,150

Cheapest tracked route/tier: Microsoft Foundry

Qwen3.6 Max Preview

$2,392

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $3,758. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Sonnet 4.5 -> Qwen3.6 Max Preview
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Qwen3.6 Max Preview is $8.76/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
Qwen3.6 Max Preview -> Claude Sonnet 4.5
  • Provider overlap exists on OpenRouter and Vercel AI Gateway; start route-level A/B tests there.
  • Claude Sonnet 4.5 is $8.76/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.

Specs

Specification
Released2025-09-292026-04-20
Context window200k256k
Parameters
ArchitectureDecoder OnlyMixture of Experts
LicenseProprietaryApache 2.0OSI-approved
OpennessProprietaryOpen source
WeightsNot releasedUnknown
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2025-12-

Pricing and availability

Pricing attributeClaude Sonnet 4.5Qwen3.6 Max Preview
Input price
0-200,001t
$3/1M tokens
200,001t+
$6/1M tokens
0-128,000t
$1.30/1M tokens
128,000t+
$2/1M tokens
Output price
0-200,001t
$15/1M tokens
200,001t+
$22.50/1M tokens
0-128,000t
$7.80/1M tokens
128,000t+
$12/1M tokens
Providers

Capabilities

CapabilityClaude Sonnet 4.5Qwen3.6 Max Preview
VisionYesYes
MultimodalYesYes
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesYes
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkClaude Sonnet 4.5Qwen3.6 Max Preview
MMLU PRO86.088.5
SWE-bench Verified77.278.8
Google-Proof Q&A83.486.0
Massive Multi-discipline Multimodal Understanding77.882.0

Continue comparing

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