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Claude 3 Opus vs GPT-4o

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 3 Opus and GPT-4o.

Anthropic

Claude 3 Opus

Claude 3 Opus is Anthropic's most powerful model from the first Claude 3 generation, engineered for deep analysis, comprehensive research, and demanding multi-step task execution. Released in March 2024, it represented the frontier of Anthropic's capabilities at the time, with a 200,000-token context window suitable for processing large documents, synthesizing diverse research sources, and generating expert-level written content. Priced at $15/MTok for input, Claude 3 Opus remains available for teams with specific requirements for Claude 3-generation behavior, though most use cases are better served by the improved Claude 4 series.

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OpenAI

GPT-4o

GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as...

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Technical Specifications

SpecificationClaude 3 OpusGPT-4o
ProviderAnthropicOpenAI
Context Window200,000 tokens128,000 tokens
Agent SuitabilityN/A90/100
Time to First Token (TTFT)N/A280 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-042024-05-13

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Opus

$15.00

GPT-4o

$2.50

Output Price per Million Tokens

Claude 3 Opus

$75.00

GPT-4o

$10.00

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
8680.0%vs8870.0%
Claude 3 Opus
GPT-4o
HumanEvalPython coding & logic synthesis
8490.0%vs9020.0%
Claude 3 Opus
GPT-4o
MATHComplex mathematical problem solving
6010.0%vs7660.0%
Claude 3 Opus
GPT-4o
GPQAGraduate-level expert reasoning
5040.0%vs5360.0%
Claude 3 Opus
GPT-4o
HellaSwagCommonsense reasoning and inference
9500.0%vs8870.0%
Claude 3 Opus
GPT-4o
MT-BenchMulti-turn conversation flow quality
900.0%vs930.0%
Claude 3 Opus
GPT-4o

Claude 3 Opus Quirks & Gotchas

No developer gotchas reported.

GPT-4o Quirks & Gotchas

  • โ–ธStrong multimodal performance โ€” best vision+tool calling combo
  • โ–ธLegacy model โ€” migrate to GPT-5 for latest improvements