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Claude Opus 4.1 vs DeepSeek R1

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.1 and DeepSeek R1.

Anthropic

Claude Opus 4.1

Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...

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DeepSeek

DeepSeek R1

A premier reasoning model employing large-scale reinforcement learning. Displays specialized math, coding, and logical validation capabilities comparable to OpenAI's o1.

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Technical Specifications

SpecificationClaude Opus 4.1DeepSeek R1
ProviderAnthropicDeepSeek
Context Window200,000 tokens163,840 tokens
Agent SuitabilityN/A78/100
Time to First Token (TTFT)N/A1800 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-052025-01-20

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.1

$15.00

DeepSeek R1

$0.70

Output Price per Million Tokens

Claude Opus 4.1

$75.00

DeepSeek R1

$2.50

Want to test both models live?

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Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs9080.0%
Claude Opus 4.1
DeepSeek R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
Claude Opus 4.1
DeepSeek R1
MATHComplex mathematical problem solving
N/Avs9310.0%
Claude Opus 4.1
DeepSeek R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
Claude Opus 4.1
DeepSeek R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
Claude Opus 4.1
DeepSeek R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
Claude Opus 4.1
DeepSeek R1

Claude Opus 4.1 Quirks & Gotchas

No developer gotchas reported.

DeepSeek R1 Quirks & Gotchas

  • Reasoning model — not designed for high-frequency tool calling
  • Pair with a smaller model (V4 Flash) for routing and use R1 for complex reasoning only