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Claude Sonnet 4.5 vs GPT-5.5 Pro

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-5.5 Pro.

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-5.5 Pro

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...

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Technical Specifications

SpecificationClaude Sonnet 4.5GPT-5.5 Pro
ProviderAnthropicOpenAI
Context Window1,000,000 tokens1,050,000 tokens
Agent Suitability91/10098/100
Time to First Token (TTFT)380 ms450 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-09-292026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

GPT-5.5 Pro

$30.00

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

GPT-5.5 Pro

$180.00

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%vs9650.0%
Claude Sonnet 4.5
GPT-5.5 Pro
HumanEvalPython coding & logic synthesis
9280.0%vs9820.0%
Claude Sonnet 4.5
GPT-5.5 Pro
MATHComplex mathematical problem solving
8000.0%vs9600.0%
Claude Sonnet 4.5
GPT-5.5 Pro
GPQAGraduate-level expert reasoning
6250.0%vs8910.0%
Claude Sonnet 4.5
GPT-5.5 Pro
HellaSwagCommonsense reasoning and inference
9580.0%vs9940.0%
Claude Sonnet 4.5
GPT-5.5 Pro
MT-BenchMulti-turn conversation flow quality
930.0%vs990.0%
Claude Sonnet 4.5
GPT-5.5 Pro

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-5.5 Pro Quirks & Gotchas

  • Best-in-class instruction following for complex agentic chains
  • Premium pricing — use GPT-5 for cost-sensitive workloads