Head to head
People Data Labs vs RocketReach
As a ai candidate sourcing tools API, People Data Labs rates higher on the APIbenchmarks Index, 84.9 to 67.8, a 17.1-point gap. Here is how they compare on each criterion.
Criterion by criterion
| Criterion | People Data Labs | RocketReach |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 84.9 | 67.8 |
Specifications
| People Data Labs | RocketReach | |
|---|---|---|
| Best for | Bulk person/company data for builders | Email and phone lookup for sales and recruiting |
| Free tier | 100 person/company lookups/mo (emails/phones obfuscated) | 5 lookups/mo, no API access |
| Pricing | Per enrichment credit | Plan lookups plus overage credits |
| Official SDKs | 7 languages | 6 languages |
Is People Data Labs better than RocketReach?
On the APIbenchmarks Index, People Data Labs rates higher (84.9 vs 67.8). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.
Verdict in one line
People Data Labs leads by 17.1 points (84.9 vs 67.8) and wins 4 of 4 criteria.
Winner by criterion
| Criterion | Winner | ||
|---|---|---|---|
| Documentation & DX | 88 | 76 | |
| Reliability | 82 | 74 | |
| Ecosystem & SDKs | 80 | 66 | |
| Accessibility | 90 | 50 |
Choose People Data Labs if… / choose RocketReach if…
- →documentation & dx matters most to you (88 vs 76)
- →reliability matters most to you (82 vs 74)
- →ecosystem & sdks matters most to you (80 vs 66)
- →accessibility matters most to you (90 vs 50)
- →you need broad SDK coverage (7 official SDKs vs 6)
- →your use case matches its focus: bulk person/company data for builders
- →your use case matches its focus: email and phone lookup for sales and recruiting
Pricing side by side
- Model
- Per enrichment credit
- Free tier
- 100 person/company lookups/mo (emails/phones obfuscated)
- Free$0/mo
- ProFrom ~$98/mo
- EnterpriseCustom (commonly $20k-$100k+/yr)
- Model
- Plan lookups plus overage credits
- Free tier
- 5 lookups/mo, no API access
- Free$0
- Essentials~$33-$80/mo (sources conflict)
- Pro~$75-$150/mo (sources conflict)
- Ultimate~$2,099/yr (about $175/mo)
- Team / CustomQuoted
Vendor-published pricing, verified 2026-06-27 (People Data Labs) and 2026-10-07 (RocketReach).
SDK and language coverage
Both · 0
None
Only People Data Labs · 7
PythonJavaScript / TypeScript (Node + browser)GoRubyRustcURL / RESTOpenAPI (Swagger) specification
Only RocketReach · 6
REST API (HTTPS / JSON, Api-Key header)RocketReach MCP serverPyPI Python binding (rocketreach)llms.txt documentation indexThird-party toolkits (Composio)No confirmed OpenAPI spec
Strengths and weaknesses
- +Pay only for successful matches (HTTP 200), missed lookups are not billed
- +Very large breadth: 3B+ person profiles across 200+ countries and ~70M company profiles
- +Developer-first REST API with Elasticsearch-style search queries praised as flexible and well-documented
- –Data refreshes roughly monthly, so job titles and employers can be weeks-to-months stale
- –Heavy reliance on LinkedIn means non-LinkedIn people are under-represented and some self-reported titles leak through
- –Verified emails and direct-dial phones often require extra Person Identify calls at higher per-match cost
- +Documented REST API with search, lookup, bulk jobs, webhooks and email verification
- +Public status page covering API, MCP and Verify components
- +Official MCP server and Claude Code setup guide
- –Free plan is 5 lookups per month and excludes API access
- –API reportedly requires the Ultimate plan (about $2,099/year) or custom Team plans
- –Trustpilot about 1.2/5 from 1,000+ reviews, dominated by billing, auto-renewal and cancellation complaints
People Data Labs vs RocketReach: questions
- Which has better documentation, People Data Labs or RocketReach?
- People Data Labs scores higher on documentation and developer experience: 88 vs 76 out of 100.
- Which is more reliable, People Data Labs or RocketReach?
- People Data Labs scores higher on reliability: 82 vs 74 out of 100.
- Do People Data Labs and RocketReach have a free tier?
- People Data Labs: yes (100 person/company lookups/mo (emails/phones obfuscated)). RocketReach: yes (5 lookups/mo, no API access).
- How are People Data Labs and RocketReach priced?
- People Data Labs: Per enrichment credit. RocketReach: Plan lookups plus overage credits.
- Which has more official SDKs?
- People Data Labs lists 7 official SDKs, RocketReach lists 6.