Head to head
Metaview vs People Data Labs
As a ai candidate sourcing tools API, People Data Labs rates higher on the APIbenchmarks Index, 84.9 to 55.1, a 29.8-point gap. Here is how they compare on each criterion.
55.1ABI / 100
Recruiting teams using Ashby, Greenhouse or Lever that want interview notes plus AI sourcing in one UI
Criterion by criterion
| Criterion | Metaview | People Data Labs |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 55.1 | 84.9 |
Specifications
| Metaview | People Data Labs | |
|---|---|---|
| Best for | Recruiting teams using Ashby, Greenhouse or Lever that want interview notes plus AI sourcing in one UI | Bulk person/company data for builders |
| Free tier | Free sourcing plan (first 100 profiles); AI Notes free for 25 calls | 100 person/company lookups/mo (emails/phones obfuscated) |
| Pricing | Per-user monthly plans; enterprise custom | Per enrichment credit |
| Official SDKs | 2 languages | 7 languages |
Is Metaview better than People Data Labs?
On the APIbenchmarks Index, People Data Labs rates higher (84.9 vs 55.1). 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 29.8 points (84.9 vs 55.1) and wins 4 of 4 criteria.
Winner by criterion
| Criterion | Winner | ||
|---|---|---|---|
| Documentation & DX | 55 | 88 | |
| Reliability | 45 | 82 | |
| Ecosystem & SDKs | 55 | 80 | |
| Accessibility | 68 | 90 |
Choose Metaview if… / choose People Data Labs if…
- →your use case matches its focus: recruiting teams using ashby, greenhouse or lever that want interview notes plus ai sourcing in one ui
- →documentation & dx matters most to you (88 vs 55)
- →reliability matters most to you (82 vs 45)
- →ecosystem & sdks matters most to you (80 vs 55)
- →accessibility matters most to you (90 vs 68)
- →you need broad SDK coverage (7 official SDKs vs 2)
- →your use case matches its focus: bulk person/company data for builders
Pricing side by side
- Model
- Per-user monthly plans; enterprise custom
- Free tier
- Free sourcing plan (first 100 profiles); AI Notes free for 25 calls
- Sourcing Free$0
- Sourcing Pro$100 / user / month
- Sourcing Max$300 / user / month
- EnterpriseCustom
- 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)
Vendor-published pricing, verified 2026-10-22 (Metaview) and 2026-06-27 (People Data Labs).
SDK and language coverage
Both · 0
None
Only Metaview · 2
MCP connector (https://mcp.metaview.ai/mcp)No public REST API or SDK found
Only People Data Labs · 7
PythonJavaScript / TypeScript (Node + browser)GoRubyRustcURL / RESTOpenAPI (Swagger) specification
Strengths and weaknesses
- +Free plan with 100 sourced profiles
- +Published Pro ($100) and Max ($300) sourcing prices
- +Anthropic-verified MCP connector with 16 tools
- –No public developer API found
- –Documentation not verifiable in this review
- –Full platform pricing is custom
- +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
Metaview vs People Data Labs: questions
- Which has better documentation, Metaview or People Data Labs?
- People Data Labs scores higher on documentation and developer experience: 88 vs 55 out of 100.
- Which is more reliable, Metaview or People Data Labs?
- People Data Labs scores higher on reliability: 82 vs 45 out of 100.
- Do Metaview and People Data Labs have a free tier?
- Metaview: yes (Free sourcing plan (first 100 profiles); AI Notes free for 25 calls). People Data Labs: yes (100 person/company lookups/mo (emails/phones obfuscated)).
- How are Metaview and People Data Labs priced?
- Metaview: Per-user monthly plans; enterprise custom. People Data Labs: Per enrichment credit.
- Which has more official SDKs?
- People Data Labs lists 7 official SDKs, Metaview lists 2.