LLM Reference

Claude Sonnet 4.6 vs Hunyuan Hy3 Preview

Claude Sonnet 4.6 (2026) and Hunyuan Hy3 Preview (2026) are frontier-tier reasoning models from Anthropic and Tencent AI Lab. Claude Sonnet 4.6 ships a 1m-token context window, while Hunyuan Hy3 Preview ships a 262k-token context window. On SWE-bench Verified, Claude Sonnet 4.6 leads by 5.2 pts. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

Hunyuan Hy3 Preview is ~4445% cheaper at $0.07/1M; pay for Claude Sonnet 4.6 only for coding workflow support.

Decision scorecard

Local evidence first
SignalClaude Sonnet 4.6Hunyuan Hy3 Preview
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentsreasoning-heavy apps, tool-calling agents, and provider-routed production
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window1m262k
Cheapest output$15/1M tokens$0.26/1M tokens
Provider routes6 tracked2 tracked
Shared benchmarksSWE-bench Verified leader3 shared

Decision tradeoffs

Choose Claude Sonnet 4.6 when...
  • Claude Sonnet 4.6 holds a shared-benchmark lead on SWE-bench Verified, ahead by 5.2 points.
  • Claude Sonnet 4.6 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Claude Sonnet 4.6 has broader tracked provider coverage for fallback and route flexibility.
  • Claude Sonnet 4.6 uniquely exposes Vision, Multimodal, and Structured outputs in local model data.
  • Local decision data tags Claude Sonnet 4.6 for Coding, RAG, and Agents.
Choose Hunyuan Hy3 Preview when...
  • Hunyuan Hy3 Preview has the lower cheapest tracked output price at $0.26/1M tokens.
  • Local decision data tags Hunyuan Hy3 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 Hunyuan Hy3 Preview

Claude Sonnet 4.6

$6,150

Cheapest tracked route/tier: OpenRouter

Hunyuan Hy3 Preview

$118

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $6,032. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Sonnet 4.6 -> Hunyuan Hy3 Preview
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Hunyuan Hy3 Preview is $14.74/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Vision, Multimodal, and Structured outputs before moving production traffic.
Hunyuan Hy3 Preview -> Claude Sonnet 4.6
  • Provider overlap exists on OpenRouter; start route-level A/B tests there.
  • Claude Sonnet 4.6 is $14.74/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Claude Sonnet 4.6 adds Vision, Multimodal, and Structured outputs in local capability data.

Specs

Specification
Released2026-02-172026-04-22
Context window1m262k
Parameters295B
ArchitectureDecoder OnlyDense + MoE Hybrid
LicenseProprietaryTencent Hunyuan Community License
OpennessProprietaryOpen weights
WeightsNot releasedAvailable
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff2025-08-

Pricing and availability

Pricing attributeClaude Sonnet 4.6Hunyuan Hy3 Preview
Input price$3/1M tokens$0.07/1M tokens
Output price$15/1M tokens$0.26/1M tokens
Providers

Capabilities

CapabilityClaude Sonnet 4.6Hunyuan Hy3 Preview
VisionYesNo
MultimodalYesNo
ReasoningYesYes
JSON / Tool useYesYes
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useYesNo
Parallel agentsYesNo

Benchmarks

BenchmarkClaude Sonnet 4.6Hunyuan Hy3 Preview
SWE-bench Verified79.674.4
Google-Proof Q&A89.987.2
Terminal-Bench 2.059.154.4

Continue comparing

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