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Claude 3 Sonnet 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 3 Sonnet and GPT-5.5 Pro.

Anthropic

Claude 3 Sonnet

Claude 3 Sonnet was Anthropic's balanced standard model in the first Claude 3 generation, optimized for a combination of response speed and general-purpose capabilities across writing, summarization, and question answering. Released in March 2024 alongside Opus and Haiku, it occupied the mid-tier positioning in the Claude 3 lineup. Claude 3 Sonnet has since been deprecated, and current use cases requiring similar capability-to-cost balance are best served by the Claude 4 Sonnet series, which offers substantially improved reasoning, context handling, and instruction following at competitive pricing.

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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 3 SonnetGPT-5.5 Pro
ProviderAnthropicOpenAI
Context Window200,000 tokens1,050,000 tokens
Agent SuitabilityN/A98/100
Time to First Token (TTFT)N/A450 ms
Deployment ModelN/Amanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-03-042026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Sonnet

$3.00

GPT-5.5 Pro

$30.00

Output Price per Million Tokens

Claude 3 Sonnet

$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
7900.0%vs9650.0%
Claude 3 Sonnet
GPT-5.5 Pro
HumanEvalPython coding & logic synthesis
7300.0%vs9820.0%
Claude 3 Sonnet
GPT-5.5 Pro
MATHComplex mathematical problem solving
4100.0%vs9600.0%
Claude 3 Sonnet
GPT-5.5 Pro
GPQAGraduate-level expert reasoning
3500.0%vs8910.0%
Claude 3 Sonnet
GPT-5.5 Pro
HellaSwagCommonsense reasoning and inference
8900.0%vs9940.0%
Claude 3 Sonnet
GPT-5.5 Pro
MT-BenchMulti-turn conversation flow quality
820.0%vs990.0%
Claude 3 Sonnet
GPT-5.5 Pro

Claude 3 Sonnet Quirks & Gotchas

No developer gotchas reported.

GPT-5.5 Pro Quirks & Gotchas

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