LLM Reference

Claude Opus 4.6 vs DeepSeek R1 Zero

Claude Opus 4.6 (2026) and DeepSeek R1 Zero (2025) are frontier-tier reasoning models from Anthropic and DeepSeek. Claude Opus 4.6 ships a 1m-token context window, while DeepSeek R1 Zero ships a 128k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.

Claude Opus 4.6 fits 8x more tokens; pick it for long-context work and DeepSeek R1 Zero for tighter calls.

Decision scorecard

Local evidence first
SignalClaude Opus 4.6DeepSeek R1 Zero
Best forreasoning-heavy apps, multimodal apps, and tool-calling agentsreasoning-heavy apps
Decision fitCoding, RAG, and AgentsLong context
Context window1m128k
Cheapest output$25/1M tokens-
Provider routes6 tracked0 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Claude Opus 4.6 when...
  • Claude Opus 4.6 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Claude Opus 4.6 has broader tracked provider coverage for fallback and route flexibility.
  • Claude Opus 4.6 uniquely exposes Vision, Multimodal, and JSON / Tool use in local model data.
  • Local decision data tags Claude Opus 4.6 for Coding, RAG, and Agents.
Choose DeepSeek R1 Zero when...
  • Local decision data tags DeepSeek R1 Zero for Long context.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Claude Opus 4.6

$10,250

Cheapest tracked route/tier: Anthropic

DeepSeek R1 Zero

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Claude Opus 4.6 -> DeepSeek R1 Zero
  • No overlapping tracked provider route is sourced for Claude Opus 4.6 and DeepSeek R1 Zero; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Vision, Multimodal, and JSON / Tool use before moving production traffic.
DeepSeek R1 Zero -> Claude Opus 4.6
  • No overlapping tracked provider route is sourced for DeepSeek R1 Zero and Claude Opus 4.6; plan for SDK, billing, or endpoint changes.
  • Claude Opus 4.6 adds Vision, Multimodal, and JSON / Tool use in local capability data.

Specs

Specification
Released2026-02-052025-01-20
Context window1m128k
Parameters671B, 37B Active
ArchitectureDecoder OnlyMixture of Experts
LicenseProprietaryMITOSI-approved
OpennessProprietaryOpen source
WeightsNot releasedAvailable
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2025-12-

Pricing and availability

Pricing attributeClaude Opus 4.6DeepSeek R1 Zero
Input price$5/1M tokens-
Output price$25/1M tokens-
Providers-

Capabilities

CapabilityClaude Opus 4.6DeepSeek R1 Zero
VisionYesNo
MultimodalYesNo
ReasoningYesYes
JSON / Tool useYesNo
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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