Benchmark · results pending

Same research tasks. Deep research tools, research APIs and this pipeline.

I'm running the same research tasks through deep research from Claude, ChatGPT, Gemini and Grok, through research and enrichment tools such as Parallel, Exa and Clay, and through this pipeline. The results go here, with the full method behind them.

Why measure first. An earlier research product I built produced reports clients liked, but $100 per report was too much when ChatGPT covered about half of it.

Results pending. No numbers have been measured yet.

Benchmark of deep research tools, research APIs and this pipeline, results pending
Compared on	Claude	ChatGPT	Gemini	Grok	Parallel	Exa	Clay	This pipeline
	Deep research				Research and enrichment
Qualityhow many values are right	Pending	Pending	Pending	Pending	Pending	Pending	Pending	Pending
Coveragerows found for the task	Pending	Pending	Pending	Pending	Pending	Pending	Pending	Pending
Speedtime per row	Pending	Pending	Pending	Pending	Pending	Pending	Pending	Pending
Costcost per row	Pending	Pending	Pending	Pending	Pending	Pending	Pending	Pending

Published withtask definitions, comparison setup, model versions, evaluation method, sources and limitations. As HTML tables, JSON and CSV.

More tools may be added before publishing. Costs and timings are shown only where measured and comparable.