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Claude Sonnet 4.5 vs GPT-5

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 4.5 and GPT-5.

Anthropic

Claude Sonnet 4.5

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...

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OpenAI

GPT-5

GPT-5 is OpenAI’s most advanced model, offering major improvements in reasoning, code quality, and user experience. It is optimized for complex tasks that require step-by-step reasoning, instruction following, and accuracy...

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Technical Specifications

SpecificationClaude Sonnet 4.5GPT-5
ProviderAnthropicOpenAI
Context Window1,000,000 tokens400,000 tokens
Agent Suitability91/10092/100
Time to First Token (TTFT)380 ms320 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-292025-08-07

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

GPT-5

$1.25

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

GPT-5

$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
8950.0%vs9210.0%
Claude Sonnet 4.5
GPT-5
HumanEvalPython coding & logic synthesis
9280.0%vs9400.0%
Claude Sonnet 4.5
GPT-5
MATHComplex mathematical problem solving
8000.0%vs8950.0%
Claude Sonnet 4.5
GPT-5
GPQAGraduate-level expert reasoning
6250.0%vs7950.0%
Claude Sonnet 4.5
GPT-5
HellaSwagCommonsense reasoning and inference
9580.0%vs9850.0%
Claude Sonnet 4.5
GPT-5
MT-BenchMulti-turn conversation flow quality
930.0%vs950.0%
Claude Sonnet 4.5
GPT-5

Claude Sonnet 4.5 Quirks & Gotchas

  • Excellent for long-form writing and nuanced document analysis
  • Slightly slower than Sonnet 4.6 — upgrade for production agentic use

GPT-5 Quirks & Gotchas

  • Reliable all-rounder — use as default for most production workflows
  • Not recommended for advanced reasoning chains — use o3-mini instead