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Claude Sonnet 4 vs GPT-5.3 Chat

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 Sonnet 4 and GPT-5.3 Chat.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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OpenAI

GPT-5.3 Chat

GPT-5.3 Chat is an update to ChatGPT's most-used model that makes everyday conversations smoother, more useful, and more directly helpful. It delivers more accurate answers with better contextualization and significantly...

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Technical Specifications

SpecificationClaude Sonnet 4GPT-5.3 Chat
ProviderAnthropicOpenAI
Context Window1,000,000 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222026-03-03

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

GPT-5.3 Chat

$1.75

Output Price per Million Tokens

Claude Sonnet 4

$15.00

GPT-5.3 Chat

$14.00

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
8800.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
GPT-5.3 Chat

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

GPT-5.3 Chat Quirks & Gotchas

No developer gotchas reported.