Head-to-head · B2B data

Crunchbase vs People Data Labs

Crunchbase wins 4 of 7 decided metrics across 1 shared suites; the loser still leads where its column is highlighted. Same frozen test sets, same run; the better value in each row is highlighted.

Crunchbase

Private-company database of firmographics, funding rounds, investors, key people and predictions, licensed through API v4, MCP and bulk exports.

★ 4.4 · 413 reviewsB

Access: MCP · API · Dataset · CSV · Integrations

People Data Labs

Dataset-first people, company and job-posting data: search / enrichment APIs, batch CSV enrichment and licensed datasets.

★ 4.3 · 17 reviewsB

Access: API · CSV · Dataset · Batch · Integrations

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crunchbase · not in suite	People Data Labs · #20 of 29
Match rate	-	69.4%
Valid email rate	-	52.9%
Latency p50	-	672ms
Cost / valid email	-	$0.654
Invalid rate	-	11.8%
Catch-all share	-	35.3%
Business email	-	100.0%
Right-person rate	-	100.0%
Decoy hit rate	-	0.0%
Catch-all detection	-	-
Confidence-score quality	-	-
Geographic coverage	-	9

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crunchbase · not in suite	People Data Labs · #15 of 24
Match rate	-	59.2%
Valid / reachable rate	-	89.7%
Latency p50	-	672ms
Cost / mobile number	-	$0.511
Right-person rate	-	82.6%
Mobile coverage	-	46.9%
Disconnected rate	-	0.0%
Low-activity share	-	10.3%
Landline / mobile classification	-	100.0%
Country accuracy	-	79.3%
Geographic coverage	-	7

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crunchbase · not measured	People Data Labs · #13 of 24
Profile match rate	-	95.9%
Identity accuracy	-	95.7%
Latency p50	-	672ms
Price / matched profile	-	$0.240
Current employer accuracy	-	93.6%
Move detection	-	40.0%
Decoy hit rate	-	0.0%
Job title accuracy	-	80.9%
Seniority label accuracy	-	65.8%
Location accuracy	-	93.6%
Work history completeness	-	7.7
Education completeness	-	95.7%
Skills present	-	89.4%
Social / profile URLs	-	95.7%
Coverage by geo / function / seniority	-	66.7%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Crunchbase · #4 of 23	People Data Labs · #8 of 23
Domain-to-company match rate	100.0%	100.0%
Company name accuracy	96.0%	95.6%
Latency p50	-	524ms
Price / matched company	-	$0.075
Industry accuracy	61.0%	80.0%
Employee count ±20%	0.0%	16.7%
HQ / location accuracy	82.0%	75.6%
Description present	100.0%	97.8%
Founding year accuracy	75.0%	64.4%
Domains / social profiles	0.0%	100.0%
Coverage by country / size	100.0%	100.0%

Questions about Crunchbase vs People Data Labs

Which is better, Crunchbase or People Data Labs?

Crunchbase wins 4 of the 7 metrics decided between them, across 1 benchmark that measured both. Leaderboard ranks: Company Data: Crunchbase #4 of 23, People Data Labs #8 of 23.

How do Crunchbase and People Data Labs compare in user reviews?

Crunchbase holds 4.4 / 5 across 413 reviews on G2 and Product Hunt; People Data Labs holds 4.3 / 5 across 17 reviews on G2. Ratings belong to their platforms and play no part in the benchmark grades.

How can you get data out of Crunchbase and People Data Labs?

Crunchbase offers an MCP server, an API, dataset delivery, CSV export and native integrations; People Data Labs offers an API, CSV export, dataset delivery, batch endpoints and native integrations. Both offer an API, dataset delivery, CSV export and native integrations.