OpenAI · Balanced
OpenAI o3
OpenAI o3 is a reasoning model for complex analytical, coding, mathematical, and scientific tasks.
- Reasoning
- Input
- Text
- Output
- Text
- Reasoning effort
- low · medium · high
- Discovery tier
- Balanced
Pricing
USD per 1M tokens- Input
- $2.00
- Output
- $8.00
- Cache read
- $1.00
Reference prices as published by the model provider. API example
Specifications
- Context window
- 200K
- Max output
- 100K
- Average output (7 days)
- 205 tokens
- Longer than 22% of 465 models
Side by side
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Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
Intelligence Index
20.2
Better than 50% of 326 scored models
Indexes
Math Index
88.3Composite of the math evaluations
Better than 85% of 118 scored models
Document reasoning
AA-LCRv1.1
74.7%Reasoning across long documents
Better than 59% of 309 scored models
Reasoning and knowledge
Humanity’s Last Exam
20.1%Expert-level questions across academic fields
Better than 48% of 323 scored models
GPQA Diamond
82.7%Graduate-level science questions
Better than 53% of 291 scored models
MMLU-Pro
85.3%Multi-subject knowledge and reasoning
Better than 88% of 132 scored models
IFBench
71.4%Following precise output instructions
Better than 75% of 215 scored models
Coding
LiveCodeBench
80.8%Recent competitive programming problems
Better than 88% of 129 scored models
Math
AIME 2025
88.3%Competition mathematics, 2025 problems
Better than 85% of 118 scored models
AIME
90.3%Competition mathematics
Better than 95% of 72 scored models
MATH-500
99.2%Competition math problems
Better than 98% of 73 scored models
Legacy evaluations
Terminal-Bench Hard
37.1%Earlier terminal task suite
Better than 73% of 212 scored models
τ²-Bench Telecom
80.7%Tool use in a customer-support simulation
Better than 62% of 214 scored models
AA-LCR (unversioned)
74.7%Long-context reasoning, earlier grading
Better than 59% of 309 scored models
Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis
- #9Vision Style Control · Creative Writing1191.8
- #14Vision Style Control · Captioning1182.6
- #10Vision Style Control · Entity Recognition1231.4
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "openai/o3",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="openai/o3",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)OpenAI
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