Best AI for deep research
In-depth research reports that pull together many sources.
1st and 2nd of 11 models for this task
3rd and 4th of 11 models for this task
Based on the tests for research. The picks follow a fixed rule using the charts below and each app's plans.
How the models compare
Every model we could score for deep research, combining the tests below.
Overall for deep research
Position on a combined score from 3 tests. The longer the bar, the further ahead · Higher is better
On the tests we have, GPT-6 Astra comes out on top, followed by GPT-5.6 Sol and Gemini 3.6 Flash.
The evidence
Answering short factual questions correctly
Tests a related skill · Short questions that each have one checkable answer. · Higher is better
GPT-6 Astra and Gemini 3.1 Pro are neck and neck at the top, followed by Claude Fable 5.1 and Gemini 3.8 Flash; GPT-6 Astra costs about 4 times as much.
Humanity's Last Exam
Tests a related skill · Very hard questions written by experts across many subjects. · Higher is better
GPT-6 Astra leads, followed by Claude Fable 5.1 and Gemini 3.1 Pro.
People's votes on expert questions
Tests a related skill · People compared two anonymous answers to questions needing expert knowledge. · Higher is better
Claude Opus 5.5 and Gemini 3.8 Flash are neck and neck at the top, followed by Claude Fable 5.1 and Kimi K3; Claude Opus 5.5 costs about 5 times as much.
If you build with it
What the makers charge developers who use the models directly. Using an app? The plans above are what you pay.
Cost per 1,000 typical requests
List price, about 1,500 words in and 500 out per request · Lower is better
GPT-6 Luna is cheapest, followed by DeepSeek V4.1 Flash and GPT-5.6 Luna.