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GPT-4 Turbo vs GPT-5.2-Codex

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 GPT-4 Turbo and GPT-5.2-Codex.

OpenAI

GPT-4 Turbo

The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling. Training data: up to December 2023.

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OpenAI

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....

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Technical Specifications

SpecificationGPT-4 TurboGPT-5.2-Codex
ProviderOpenAIOpenAI
Context Window128,000 tokens400,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-04-092026-01-14

API Pricing Comparison

Input Price per Million Tokens

GPT-4 Turbo

$10.00

GPT-5.2-Codex

$1.75

Output Price per Million Tokens

GPT-4 Turbo

$30.00

GPT-5.2-Codex

$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
8640.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex
HumanEvalPython coding & logic synthesis
8800.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex
MATHComplex mathematical problem solving
7300.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex
GPQAGraduate-level expert reasoning
5000.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex
HellaSwagCommonsense reasoning and inference
8600.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
GPT-4 Turbo
GPT-5.2-Codex

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.

GPT-5.2-Codex Quirks & Gotchas

No developer gotchas reported.