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TokenMath.net
Updated 2026-09-23 04:43 UTC
Head-to-Head Specification Battle

OpenAI o3-pro vs OpenAI o1

Side-by-side technical and economic comparison between OpenAI's OpenAI o3-pro and OpenAI's OpenAI o1.

Endpoint Availability & Transition Notice

OpenAI o1: Classified as a Legacy Reference model (Generally Available).

Core Technical & Pricing Comparison
MetricOpenAI o3-proOpenAI o1Advantage
Provider OrganizationOpenAIOpenAI
Standard Input / 1M$20.00$15.00OpenAI o1 (25% lower)
Cached Input / 1MNone$7.50OpenAI o1 lower
Output / 1M$80.00$60.00OpenAI o1 lower
Context Window256k200kOpenAI o3-pro (256k)
Max Generation Tokens100k100kOpenAI o3-pro
Tokenizer FamilyOpenAI o200k_base (200k vocabulary)OpenAI o200k_base (200k vocabulary)

Interactive Side-by-Side Cost Simulator

Live Delta
Input Tokens / Req2,500
Output Tokens / Req800
Daily Requests10,000
OpenAI o3-pro
$34,200.00 / month
$0.1140 / request
OpenAI o1LOWER COST
$22,837.50 / month
$0.0761 / request
Selecting OpenAI o1 saves $11,362.50 / month (33.2% savings) over OpenAI o3-pro.

When to Choose OpenAI o3-pro

Opt for OpenAI o3-pro when your engineering requirements prioritize OpenAI's ecosystem, specific tokenizer efficiencies (Exact BPE (o200k_base)), or when your expected prompt-to-completion ratios favor its $20/M input rate.

When to Choose OpenAI o1

Opt for OpenAI o1 when looking for OpenAI's tooling integration, specific context window depth (200k tokens), or when output generation volume favors its $60/M rate.