tokevenGPTvsGPT
GPT 4o vs o3
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
GPT 4o
Mid-tiero3
Mid-tierInput $/MTok
$2.50
$2.00
Output $/MTok
$10.00
$8.00
Cache discount
50% off
75% off
Context
128K
200K
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 4o
o3
Guidance
When to use GPT 4o vs o3
Choose GPT 4o when...
- Similar performance; consider provider preference or ecosystem fit.
Choose o3 when...
- -Cost matters: 20% cheaper on input tokens
- -You need a larger context window (200K vs 128K)
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 4o
o3
100K tokens
$0.47
$0.38Cheaper
1M tokens
$4.75
$3.80Cheaper
10M tokens
$47.50
$38.00Cheaper
FAQ
When should I use GPT 4o instead of o3?
GPT 4o and o3 perform similarly across all tracked tasks. Pick based on pricing and provider preference.
Is o3 cheaper than GPT 4o?
Yes. o3 input costs $2.00/MTok vs $2.50/MTok for GPT 4o, saving 20% on input.
What are the context window sizes for GPT 4o and o3?
GPT 4o has a 128K token context window. o3 has a 200K 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 4o and o3 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.