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Claude Opus 4.6 vs GPT-4.1

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 4.6 and GPT-4.1.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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OpenAI

GPT-4.1

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

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Technical Specifications

SpecificationClaude Opus 4.6GPT-4.1
ProviderAnthropicOpenAI
Context Window1,000,000 tokens1,047,576 tokens
Agent Suitability95/10091/100
Time to First Token (TTFT)500 ms250 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-042025-04-14

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

GPT-4.1

$2.00

Output Price per Million Tokens

Claude Opus 4.6

$25.00

GPT-4.1

$8.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
9250.0%vsN/A
Claude Opus 4.6
GPT-4.1
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
GPT-4.1
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
GPT-4.1
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
GPT-4.1
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
GPT-4.1
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
GPT-4.1

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

GPT-4.1 Quirks & Gotchas

  • Strong tool-calling reliability — good migration path from GPT-4o
  • Migrate to GPT-5 for larger context window and improved reasoning