o3 API pricing (August 2026)

Prices verified 4 Aug 2026

Reasoning model — billed reasoning tokens count as output and can dominate the bill.

Input
$2.00
per 1M tokens
Output
$8.00
per 1M tokens
Cached input
$0.500
per 1M tokens
Batch discount
50% off
async batch endpoint

What it costs at real volumes

A chat-shaped workload: 800 input tokens and 300 output tokens per request, no caching, no batch.

VolumePer requestPer monthPer year
10K requests/day$0.00400$1,217.60$14.6KAdjust →
100K requests/day$0.00400$12.2K$146.1KAdjust →
1M requests/day$0.00400$121.8K$1.46MAdjust →

Specifications

Provider
OpenAI
Context window
200K tokens
Max output
100K tokens
Tier
frontier
Status
GA
Blended $/1M (3:1)
$3.50
Cache break-even hit rate
0% — caching always saves
Prices verified
4 Aug 2026

Source: OpenAI pricing. Finitizer is not affiliated with OpenAI.

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Frequently asked questions

How much does o3 cost per 1M tokens?

o3 costs $2.00 per million input tokens and $8.00 per million output tokens at OpenAI list prices. Output is 4.0x the input rate, so the input:output ratio of your workload drives the real cost more than the headline price.

Does o3 support prompt caching?

Yes. Cached input is billed at $0.500 per million tokens, 4x cheaper than uncached input. There is no cache-write premium, so caching is never a net loss.

What is the batch discount for o3?

Requests submitted through the asynchronous batch endpoint are billed at 50% off both input and output rates, bringing input to $1.00 and output to $4.00 per million tokens.

What is o3's context window?

200K tokens of context with up to 100K output tokens per request. A larger context window raises the ceiling on what you can send, not the price per token — but filling it on every request is one of the most common causes of an unexpected bill.

Running o3 in production?

Finitizer TokenOps attributes real token spend to teams, features, and prompts — so you find out which workload moved the bill before the invoice does.