OpenAI: o3 Deep Research

OpenAI: o3 Deep Research

openai · Released Oct 10, 2025 Specialist
Intelligence #57 / 583
66.8 Our Score
Speed #120 / 278
110.2 tokens / sec
Input #564 / 586
$10.00 per 1M tokens
Output #568 / 586
$40.00 per 1M tokens
Context #206 / 586
200,000 tokens

Analysis Summary

OpenAI o3 Deep Research is a research-focused reasoning model from OpenAI, built for deep analytical tasks. Its intelligence index of 38.3 places it in the very strong tier, and its math score of 88.3 is exceptional. Tool use, function calling, and vision support make it a capable multi-modal agent for complex research workflows.

For businesses, it is well suited to long-form research synthesis, scientific analysis, financial modelling, and any task requiring sustained multi-step reasoning over large document sets. The 200K context window supports substantial input volumes. Coding performance is moderate relative to its reasoning strength, so pure software engineering tasks are better served by coding-specialist models.

At $10 input and $40 output per million tokens, it is one of the more expensive models in the field. The cost is justifiable for high-value research and analysis tasks where answer quality is critical, but it is not suited to high-volume or routine automation workloads.

Assessed June 6, 2026

Editorial notes

OpenAI o3 Deep Research delivers strong reasoning and exceptional math performance, with tool use, vision, and function calling across a 200K context window, though output pricing at $40 per million tokens is steep.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence5.9Technical6.6Value5.5Content7.5
Intelligence 5.9/10
Technical 6.6/10
Content 7.5/10
Value 5.5/10

How OpenAI: o3 Deep Research compares

OpenAI: o3 Deep Research ranks #38 of 382 AI models we track for overall intelligence, #47 of 111 for coding. Its 200K-token context window is larger than 65% of the models we list. At $10.00 per million input tokens it is cheaper than 4% of comparable models.

About OpenAI: o3 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

Capabilities

Tool Use Function Calling Vision

Performance Indices

Source: Artificial Analysis

38.3 Intelligence Index
38.4 Coding Index
88.3 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 82.7% Graduate-level scientific reasoning
HLE 20% Humanity's Last Exam
MMLU Pro 85.3% Multi-task language understanding
MATH 500 99.2% Mathematical problem-solving
AIME 90.3% Competition mathematics
SciCode 41% Scientific computing

Technical

LiveCodeBench 80.8% Live coding evaluation

Benchmark data from Artificial Analysis and Hugging Face

How does OpenAI: o3 Deep Research stack up?

Compare side-by-side with other specialist models.

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Model Information

OpenRouter ID openai/o3-deep-research
Provideropenai
Model Familyo3
Release Date October 10, 2025
Context Length200,000 tokens
Max Completion100,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $10.00 $0.010000
Output $40.00 $0.040000

Leaderboard Categories

Frequently asked questions about OpenAI: o3 Deep Research

How much does OpenAI: o3 Deep Research cost?

OpenAI: o3 Deep Research costs $10.00 per million input tokens and $40.00 per million output tokens.

What is the context window of OpenAI: o3 Deep Research?

OpenAI: o3 Deep Research has a context window of 200,000 tokens (200K).

Is OpenAI: o3 Deep Research good for coding?

On our coding benchmark index, OpenAI: o3 Deep Research ranks #47 of 111 models, placing it in the broader range of the field for code generation and debugging.

What can OpenAI: o3 Deep Research do?

OpenAI: o3 Deep Research supports image/vision input, tool use, and function calling.

Who created OpenAI: o3 Deep Research?

OpenAI: o3 Deep Research is developed by OpenAI and was released on October 10, 2025.