Comparison

GPT 5 Codex vs GPT 5.4

Side-by-side comparison of OpenAI GPT 5 Codex and OpenAI GPT 5.4. Pricing, quality benchmarks, and context windows.

Quality Benchmarks

LiveBench / 0-100

Coding92 / 73Math92 / 94Reasoning92 / 90Language92 / 75

GPT 5 Codex

92.1Frontier

GPT 5.4

83.1Frontier

GPT 5 Codex
GPT 5.4

Input Price (per 1M)

$1.25
50% less
$2.50

Output Price (per 1M)

$10.00
33% less
$15.00

Context Window

400K
1.1M
2.6x

Max Output

128K
128K

Pricing per 1M Tokens

$1.25

50% cheaper

Input

$2.50

Input

$10.00

33% cheaper

Output

$15.00

Output

Token Limits

Context

400K

Context

1.1M

Max Output

128K

Max Output

128K

VisionTools
VisionTools

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