OpenAI ReasoningAPI

o3

A dedicated reasoning model that thinks before it answers, strong on math, science and multi-step logic. Favored where careful deliberation matters more than raw speed.

At a glance

Released
Apr 16, 2025
Provider
OpenAI
Context window
200,000 tokens
Max output
100,000 tokens
Modalities
Text + image → text
Knowledge cutoff
March 2024
API model ID
o3
License
Proprietary (API only)

Pricing

Standard
Input$2 / 1M
Output$8 / 1M
Batch (50% off)
Input$1 / 1M
Output$4 / 1M

A typical 1,500-token prompt with a 650-token answer costs ≈ $0.008 on the standard tier. Run your own prompt through the calculator →

What's new vs the previous model

Compared with o1 (December 2024)
  • Stronger step-by-step reasoning than o1
  • Better tool use during thinking
  • Improved math and coding accuracy
  • Slower due to extended reasoning
  • Higher token use on hard problems

Best use cases

Math and science

Works through rigorous quantitative problems carefully.

Complex planning

Breaks down multi-step tasks before acting.

Hard debugging

Reasons through subtle code and logic faults.

Strengths & limitations

Strengths

  • Strong deliberate reasoning
  • Good at math
  • Reliable tool use
  • Accurate on hard tasks

Limitations

  • Slower responses
  • Higher reasoning-token cost

How to test it

  1. No-code: open chatgpt.com and pick o3 from the model switcher — no API key needed.
  2. Playground: sign in to the OpenAI Platform and run prompts in the workbench, then copy the generated code.
  3. API: create a key in the OpenAI Platform and call the API (example below).
curl https://api.openai.com/v1/chat/completions \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "o3",
    "messages": [{"role": "user", "content": "Explain tokenization in one paragraph."}]
  }'

Where to get access

Consumer app

Chat with o3 in ChatGPT (web, desktop, mobile).

chatgpt.com ↗

Direct API

Pay-as-you-go access via the OpenAI Platform.

the OpenAI Platform ↗

Also available

Microsoft Azure OpenAI Service.

openai.com ↗

Developer docs

API reference, SDKs and quickstarts for OpenAI.

platform.openai.com/docs ↗