AI Research Atlas

Deep Research and Deep Research Max

Google · 21 April 2026

Deep Research agents on Gemini 3.1 Pro add MCP connections, native charts and collaborative planning; Max trades speed for maximum thoroughness.

Two API agents. One is fast, for streaming to UIs, and Max is for overnight, comprehensive reports. They search the web, remote MCP servers and uploaded or file-store data in any combination.

Date
Tuesday, 21 April 2026
Lab
Google
Kind
product
Access
closed API

Sources

  1. blog.google/innovation-and-ai/models-and-research/gemini-models/next-generation-gemini-dee
  2. ai.google.dev/gemini-api/docs/changelog

This record was checked against its sources on 6 October 2026. How we check

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