Hasan Toor contrasts ChatGPT's slow, sequential research—45 minutes to work…

Brief

Hasan Toor contrasts ChatGPT's slow, sequential research—45 minutes to work through 50 tools and losing earlier results—with Kimi Agent Swarm's parallelism: a single prompt can spawn 50 sub-agents (or up to 300), execute ~4,000 coordinated steps, and output a fully cited 50-row Excel file; he links a full guide (posted 2026-06-16) with prompt patterns, limits, and use cases.

> open ChatGPT
> ask it to research 50 AI tools
> it starts. one by one. slowly.
> 45 minutes later you're still waiting
> it forgets what it found on tool #12 by the time it hits tool #30

meanwhile:

> open Kimi Agent Swarm
> type one prompt
> it spawns 50 sub-agents. one per tool. all running at the same time.
> walk away. grab coffee.
> come back to a finished spreadsheet. 50 rows. fully cited. exported to Excel.

one prompt. 300 parallel agents. 4,000 coordinated steps. finished files, not chat replies.

this article is the full guide. every prompt pattern. every honest limit. every use case.

Video

Hasan Toor (@hasantoxr)

— https://nitter.net/hasantoxr/status/2065757441963462964#m