Head-to-head · B2B data

HarvestAPI vs Icypeas

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

HarvestAPI live

Pay-as-you-go LinkedIn scraping API: live profiles, companies, jobs, posts and lead search without cookies, with optional email search on a profile. Also sold as Apify actors.

No public reviews

Access: API

Icypeas

Contact data and enrichment API: email discovery, verification, reverse lookup, find-people and bulk.

★ 5.0 · 1 reviewsA

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

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	HarvestAPI · not measured	Icypeas · #7 of 29
Match rate	-	68.3%
Valid email rate	-	68.3%
Latency p50	-	6,284ms
Cost / valid email	-	$0.013
Invalid rate	-	0.0%
Catch-all share	-	31.7%
Business email	-	100.0%
Right-person rate	-	100.0%
Decoy hit rate	-	10.0%
Catch-all detection	-	46.2%
Confidence-score quality	-	+53.8 pts
Geographic coverage	-	10

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	HarvestAPI · not measured	Icypeas · #12 of 24
Profile match rate	-	83.7%
Identity accuracy	-	100.0%
Latency p50	-	1,511ms
Price / matched profile	-	$0.013
Current employer accuracy	-	90.2%
Move detection	-	75.0%
Decoy hit rate	-	0.0%
Job title accuracy	-	87.8%
Seniority label accuracy	-	-
Location accuracy	-	78.0%
Work history completeness	-	7.5
Education completeness	-	100.0%
Skills present	-	24.4%
Social / profile URLs	-	100.0%
Coverage by geo / function / seniority	-	58.3%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	HarvestAPI · not measured	Icypeas · #16 of 23
Domain-to-company match rate	-	97.0%
Company name accuracy	-	94.8%
Latency p50	-	1,893ms
Price / matched company	-	$0.013
Industry accuracy	-	77.3%
Employee count ±20%	-	21.9%
HQ / location accuracy	-	81.4%
Description present	-	96.9%
Founding year accuracy	-	59.8%
Domains / social profiles	-	97.9%
Coverage by country / size	-	94.3%

Live Profile Datacore + suite-specific metrics

updated 2026-09-26

Metric	HarvestAPI · #2 of 5	Icypeas · not in suite
Current-job accuracy	93.1%	-
Fetch success	99.0%	-
Latency p50	3,350ms	-
Cost / profile	$0.0037	-
Move detection	94.2%	-
Still at previous employer	2.4%	-
Control accuracy	91.8%	-
Work history completeness	9.1	-
Education completeness	99.0%	-

Jobs Datacore + suite-specific metrics

updated 2026-09-25

Metric	HarvestAPI · #3 of 6	Icypeas · not in suite
Employer coverage	95.0%	-
Postings recall	59.3%	-
Latency p50	4,579ms	-
Cost / job	$0.0001	-
Closed or unknown postings	10.6%	-
Duplicate postings	33.8%	-
Location accuracy	96.3%	-
Posted-date accuracy	32.8%	-
Description present	0.0%	-
Coverage by country	91.7%	-

Questions about HarvestAPI vs Icypeas

Which is better, HarvestAPI or Icypeas?

No benchmark in this run measured both, so they have no metric in common. HarvestAPI is ranked on Live Profile Data and Jobs Data; Icypeas is ranked on Email Data, People Data and Company Data.

How do HarvestAPI and Icypeas compare in user reviews?

HarvestAPI has no public reviews on G2, Capterra, TrustRadius or Trustpilot; Icypeas holds 5.0 / 5 across 1 reviews on G2. Ratings belong to their platforms and play no part in the benchmark grades.