Head-to-head · B2B data

Crustdata vs LeadIQ

No suite in this run measured both Crustdata and LeadIQ; each block below shows one of them alone.

Crustdata live

Unified B2B data API for company, people, jobs, web and social data, with email and phone enrichment as paid add-ons; built for agents, official CLI.

★ 4.4 · 15 reviewsB

Access: MCP · CLI · API · Dataset · CSV · Batch · Webhooks · Integrations

LeadIQ

Prospecting platform built around a Chrome extension: verified work emails and mobile numbers, people and company search with technographics, job-change tracking, a GraphQL API and an MCP connector on shared universal credits.

★ 4.2 · 1,269 reviewsB

Access: MCP · API · CSV · Integrations

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · not measured	LeadIQ · #17 of 29
Match rate	-	78.3%
Valid email rate	-	61.7%
Latency p50	-	682ms
Cost / valid email	-	$0.074
Invalid rate	-	2.1%
Catch-all share	-	34.0%
Business email	-	100.0%
Right-person rate	-	95.7%
Decoy hit rate	-	0.0%
Catch-all detection	-	0.0%
Confidence-score quality	-	+63.0 pts
Geographic coverage	-	8

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · not measured	LeadIQ · #7 of 24
Match rate	-	83.7%
Valid / reachable rate	-	82.9%
Latency p50	-	680ms
Cost / mobile number	-	$0.600
Right-person rate	-	78.3%
Mobile coverage	-	63.3%
Disconnected rate	-	0.0%
Low-activity share	-	17.1%
Landline / mobile classification	-	92.5%
Country accuracy	-	80.5%
Geographic coverage	-	8

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · #9 of 24	LeadIQ · not measured
Profile match rate	95.9%	-
Identity accuracy	97.9%	-
Latency p50	1,046ms	-
Price / matched profile	-	-
Current employer accuracy	91.5%	-
Move detection	85.0%	-
Decoy hit rate	0.0%	-
Job title accuracy	87.2%	-
Seniority label accuracy	80.4%	-
Location accuracy	87.2%	-
Work history completeness	7.5	-
Education completeness	100.0%	-
Skills present	0.0%	-
Social / profile URLs	100.0%	-
Coverage by geo / function / seniority	83.3%	-

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · not measured	LeadIQ · #17 of 23
Domain-to-company match rate	-	95.3%
Company name accuracy	-	98.4%
Latency p50	-	306ms
Price / matched company	-	$0.136
Industry accuracy	-	75.4%
Employee count ±20%	-	23.4%
HQ / location accuracy	-	77.0%
Description present	-	100.0%
Founding year accuracy	-	62.3%
Domains / social profiles	-	98.4%
Coverage by country / size	-	84.6%

Jobs Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · #6 of 6	LeadIQ · not in suite
Employer coverage	83.3%	-
Postings recall	47.6%	-
Latency p50	2,858ms	-
Cost / job	-	-
Closed or unknown postings	35.4%	-
Duplicate postings	13.8%	-
Location accuracy	96.6%	-
Posted-date accuracy	66.8%	-
Description present	100.0%	-
Coverage by country	81.3%	-

Technographic Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crustdata · not measured	LeadIQ · #6 of 10
Coverage	-	93.8%
Detection accuracy	-	51.3%
Latency p50	-	306ms
Cost / lookup	-	$0.139
Live stack recall	-	76.5%
Technologies per domain	-	87
Dated results	-	0.0%
Coverage by geo / size	-	84.6%

Questions about Crustdata vs LeadIQ

Which is better, Crustdata or LeadIQ?

No benchmark in this run measured both, so they have no metric in common. Crustdata is ranked on People Data and Jobs Data; LeadIQ is ranked on Email Data, Phone Data, Company Data and Technographic Data.

How do Crustdata and LeadIQ compare in user reviews?

Crustdata holds 4.4 / 5 across 15 reviews on Product Hunt; LeadIQ holds 4.2 / 5 across 1,269 reviews on G2, Capterra, Chrome Web Store and Product Hunt. Ratings belong to their platforms and play no part in the benchmark grades.

How can you get data out of Crustdata and LeadIQ?

Crustdata offers an MCP server, a command-line tool, an API, dataset delivery, CSV export, batch endpoints, webhooks and native integrations; LeadIQ offers an MCP server, an API, CSV export and native integrations. Both offer an MCP server, an API, CSV export and native integrations.