Head-to-head · B2B data

Icypeas vs Reverse Contact

Reverse Contact wins 18 of 31 decided metrics across 3 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.

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

Reverse Contact live

Data-first, agent-ready people and company search / enrichment with live B2B social profiles, email→profile and domain→company resolution, and a validation-first email waterfall. API, CLI and MCP.

★ 4.7 · 181 reviewsA

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

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	Icypeas · #7 of 29	Reverse Contact · #5 of 29
Match rate	68.3%	98.3%
Valid email rate	68.3%	66.1%
Latency p50	6,284ms	12,854ms
Cost / valid email	$0.013	$0.041
Invalid rate	0.0%	1.7%
Catch-all share	31.7%	30.5%
Business email	100.0%	97.4%
Right-person rate	100.0%	98.3%
Decoy hit rate	10.0%	20.0%
Catch-all detection	46.2%	-
Confidence-score quality	+53.8 pts	-
Geographic coverage	10	11

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Icypeas · not in suite	Reverse Contact · #13 of 24
Match rate	-	77.6%
Valid / reachable rate	-	81.6%
Latency p50	-	18,782ms
Cost / mobile number	-	$0.228
Right-person rate	-	84.0%
Mobile coverage	-	61.2%
Disconnected rate	-	0.0%
Low-activity share	-	18.4%
Landline / mobile classification	-	97.4%
Country accuracy	-	86.8%
Geographic coverage	-	7

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Icypeas · #12 of 24	Reverse Contact · #1 of 24
Profile match rate	83.7%	98.0%
Identity accuracy	100.0%	97.9%
Latency p50	1,511ms	177ms
Price / matched profile	$0.013	$0.0090
Current employer accuracy	90.2%	93.8%
Move detection	75.0%	96.2%
Decoy hit rate	0.0%	0.0%
Job title accuracy	87.8%	85.4%
Seniority label accuracy	-	-
Location accuracy	78.0%	95.8%
Work history completeness	7.5	7.9
Education completeness	100.0%	100.0%
Skills present	24.4%	89.6%
Social / profile URLs	100.0%	100.0%
Coverage by geo / function / seniority	58.3%	87.5%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Icypeas · #16 of 23	Reverse Contact · #13 of 23
Domain-to-company match rate	97.0%	97.0%
Company name accuracy	94.8%	95.9%
Latency p50	1,893ms	308ms
Price / matched company	$0.013	$0.027
Industry accuracy	77.3%	78.4%
Employee count ±20%	21.9%	26.0%
HQ / location accuracy	81.4%	80.4%
Description present	96.9%	100.0%
Founding year accuracy	59.8%	57.7%
Domains / social profiles	97.9%	100.0%
Coverage by country / size	94.3%	90.0%

Live Profile Datacore + suite-specific metrics

updated 2026-09-26

Metric	Icypeas · not in suite	Reverse Contact · #1 of 5
Current-job accuracy	-	95.0%
Fetch success	-	99.0%
Latency p50	-	15,715ms
Cost / profile	-	$0.018
Move detection	-	94.2%
Still at previous employer	-	4.8%
Control accuracy	-	95.9%
Work history completeness	-	9.1
Education completeness	-	99.0%

Questions about Icypeas vs Reverse Contact

Which is better, Icypeas or Reverse Contact?

Reverse Contact wins 18 of the 31 metrics decided between them, across 3 benchmarks that measured both. Leaderboard ranks: Email Data: Icypeas #7 of 29, Reverse Contact #5 of 29; People Data: Icypeas #12 of 24, Reverse Contact #1 of 24; Company Data: Icypeas #16 of 23, Reverse Contact #13 of 23.

Which is cheaper, Icypeas or Reverse Contact?

Measured on the list price of each provider's central self-serve pack, divided by what it actually returned: Email Data, cost per valid email: Icypeas $0.013, Reverse Contact $0.041; People Data, price per matched profile: Icypeas $0.013, Reverse Contact $0.0090; Company Data, price per matched company: Icypeas $0.013, Reverse Contact $0.027.

How do Icypeas and Reverse Contact compare in user reviews?

Icypeas holds 5.0 / 5 across 1 reviews on G2; Reverse Contact holds 4.7 / 5 across 181 reviews on G2 and Product Hunt. Ratings belong to their platforms and play no part in the benchmark grades.

How can you get data out of Icypeas and Reverse Contact?

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