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GPT-5.5 Pro vs GPT-5.2-Codex

Detailed technical comparison between GPT-5.5 Pro (OpenAI) and GPT-5.2-Codex (OpenAI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚑ Executive Summary & Verdict

Comparison Snapshot

GPT-5.5 Pro: 5 WinsvsGPT-5.2-Codex: 1 Win
Context Leader

GPT-5.5 Pro

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GPT-5.2-Codex

$1.75 / MTok
OpenAIactive

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...

View GPT-5.5 Pro Full Specs β†’
OpenAIactive

GPT-5.2-Codex

GPT-5.2-Codex is an upgraded version of GPT-5.1-Codex optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

View GPT-5.2-Codex Full Specs β†’

Technical Specifications

πŸ† = Superior Spec
SpecificationGPT-5.5 ProGPT-5.2-Codex
ProviderOpenAIOpenAI
Context Window1,050,000 tokensπŸ†400,000 tokens
Agent Suitability98/100N/A
Time to First Token (TTFT)450 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-04-242026-01-14

API Pricing Comparison

Input Price per Million Tokens

GPT-5.5 Pro

$30.00

GPT-5.2-Codex

$1.75

Output Price per Million Tokens

GPT-5.5 Pro

$180.00

GPT-5.2-Codex

$14.00

πŸ’‘ Cost Ratio: GPT-5.2-Codex is 17.1x cheaper per input token than GPT-5.5 Pro.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
96.5%vs93.0%+3.5% GPT-5.5 Pro
GPT-5.5 Pro πŸ†
GPT-5.2-Codex
HumanEvalPython coding & logic synthesis
98.2%vs99.0%+0.8% GPT-5.2-Codex
GPT-5.5 Pro
GPT-5.2-Codex πŸ†
MATHComplex mathematical problem solving
96.0%vs81.4%+14.6% GPT-5.5 Pro
GPT-5.5 Pro πŸ†
GPT-5.2-Codex
GPQAGraduate-level expert reasoning
89.1%vs56.4%+32.7% GPT-5.5 Pro
GPT-5.5 Pro πŸ†
GPT-5.2-Codex
HellaSwagCommonsense reasoning and inference
99.4%vs88.6%+10.8% GPT-5.5 Pro
GPT-5.5 Pro πŸ†
GPT-5.2-Codex
MT-BenchMulti-turn conversation flow quality
9.9%vs9.5%+0.4% GPT-5.5 Pro
GPT-5.5 Pro πŸ†
GPT-5.2-Codex

GPT-5.5 Pro Quirks & Gotchas

  • β–ΈBest-in-class instruction following for complex agentic chains
  • β–ΈPremium pricing β€” use GPT-5 for cost-sensitive workloads

GPT-5.2-Codex Quirks & Gotchas

No developer gotchas reported.

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