Head to head · the tale of the tape
GumshoevsParallel
Parallel is the best at reading and citing the open web. Gumshoe is built for what search can't reach: JS walls, logins, portals, filters: the sites you have to drive.
Gumshoe
AGENTIC COMPANY RESEARCH API
$0.037 to $0.05 per company, browser fieldwork opt-in at 25 credits when a site needs driving.
Parallel
WEB RESEARCH API
Task API $5 to $2,400 per 1k requests by depth. Search $1 to $5/1k. No real browser navigation.
Round by round
| GUMSHOE | PARALLEL | |
|---|---|---|
| METHOD | Search + real browser navigation | Search + crawl of open web |
| JS WALLS / LOGINS / FILTERS | Driven like a human researcher | Out of reach |
| PROOF | Citations + timestamped screenshots | Citations + reasoning per field |
| LIST BUILDING | Sweep: discover + dedupe + qualify | Not the core motion |
| BEST FIT | Company research behind interaction | Open-web deep research |
PICK GUMSHOE IF
Parallel is excellent at synthesizing citable answers from searchable content. But a lot of the truth about a company lives behind interaction: filtered directories, gated pricing, JS-heavy careers pages, login walls. That's where a search-and-crawl API stops and a real browser agent keeps going.
PICK PARALLEL IF
If your research lives on the open, searchable web and you want best-in-class citations and calibrated confidence, Parallel is a superb choice, with real enterprise credibility.
Settle it yourself
100 free cases a month, no card. Run the same company through both and compare what comes back.
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