tokevenGPTvsGPT
GPT 5.2 Pro vs GPT 5.4 Pro
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
GPT 5.2 Pro
FlagshipGPT 5.4 Pro
FlagshipInput $/MTok
$21.00
$30.00
Output $/MTok
$168.00
$180.00
Cache discount
0% off
0% off
Context
272K
1,050K
Quality
Task confidence comparison
Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
0
vs
0
Code Review
0
vs
0
Summarization
0
vs
0
Q&A
0
vs
0
Extraction
0
vs
0
Reasoning
0
vs
0
Classification
0
vs
0
Creative Writing
0
vs
0
GPT 5.2 Pro
GPT 5.4 Pro
Guidance
When to use GPT 5.2 Pro vs GPT 5.4 Pro
Choose GPT 5.2 Pro when...
- -Cost matters: 30% cheaper on input tokens
Choose GPT 5.4 Pro when...
- -You need a larger context window (1,050K vs 272K)
- Similar performance; consider provider preference or ecosystem fit.
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 5.2 Pro
GPT 5.4 Pro
100K tokens
$6.51Cheaper
$7.50
1M tokens
$65.10Cheaper
$123.00
10M tokens
$651.00Cheaper
$1230.00
FAQ
When should I use GPT 5.2 Pro instead of GPT 5.4 Pro?
GPT 5.2 Pro and GPT 5.4 Pro perform similarly across all tracked tasks. Pick based on pricing and provider preference.
Is GPT 5.4 Pro cheaper than GPT 5.2 Pro?
GPT 5.4 Pro input costs $30.00/MTok, which is 43% more than GPT 5.2 Pro at $21.00/MTok.
What are the context window sizes for GPT 5.2 Pro and GPT 5.4 Pro?
GPT 5.2 Pro has a 272K token context window. GPT 5.4 Pro has a 1,050K token context window.
Go deeper on either model
Per-call cost calculators, provider lineups, and price history for both models on this page.
Other comparisons
How GPT 5.2 Pro and GPT 5.4 Pro stack up against the rest of the field.
Track your real costs
Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.