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Best AI for discovery, rated by lawyers.

Document review and production: the tools lawyers use on a discovery set. 4 tools rated, ranked by what lawyers say in public, with how many voices each rests on and how sure we are.

Leader now: Claude+35 net · 17 voices · Low confidence · tied with ChatGPT +2

The ranking in this category

Tools with 10+ voices, ordered by the floor of the 90% band, so a few happy voices cannot outrank hundreds. Net = like minus dislike per 100 voices. Based on voices about what lawyers were doing in this category.

#ToolNet90% bandVoicesConfidence
1Claude+35+2 to +6017Low
2ChatGPT+9−16 to +3332Low
3Harvey+20−25 to +5710Low
4CoCounsel0−32 to +3218Low

Heard, not enough to rank

Tools with fewer than 10 voices in this category. They get a number when they have 10.

Copilot (2) · Gemini (2) · Legora (2) · Lexis+ AI (1) · Paxton (1) · Westlaw AI (1)

Short answers

From the ranking above, same record.

What is the best AI for discovery?

On what lawyers say in public, Claude leads discovery as of : net sentiment +35 on 17 voices, Low confidence (90% band +2 to +60). It is a measure of what lawyers report, not a test of the product.

How do you rank AI tools for discovery?

4 tools with 10+ voices in this category are ranked by the floor of their 90% band, so a few happy voices cannot outrank hundreds. Top of the list: Claude (+35 net, 17 voices), ChatGPT (+9 net, 32 voices), Harvey (+20 net, 10 voices).

Every voice on discovery →

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