benchmarks/company enrichment/apollo vs people data labs
company enrichment · head-to-head

Apollo vs People Data Labs

Company enrichment, measured head-to-head on the same 282 human-reviewed companies: the verdict is split People Data Labs returns more correct data end to end, while Apollo is more accurate on the fields it does return. Every scored field judged against human-reviewed Ground Truth; latency and cost measured beside accuracy. Not vendor claims.

Apollo or People Data Labs — measured winner per axis

benchmarks/firmographic/head-to-headlive
AxisApolloPeople Data LabsMeasured winner
Correct data end to end (correct field yield)88.6%89.0%People Data Labs
Right when returned (accuracy when present)92.6%91.2%Apollo
Companies resolved (resolution rate)96.8%98.2%People Data Labs
Speed (median latency)654 ms274 msPeople Data Labs
Cost (cohort, self-serve rates) (estimated cost)$10.88$27.70Apollo

Contact/person data, intent data, and integrations are not measured here — this is the company-firmographic slice only. Full leaderboard, methodology, and per-company evidence →

route by constraint

There is no single “best” company enrichment API — the independent benchmark points to a different provider depending on the axis your workflow is constrained by. Every leader below is measured on 282 human-reviewed companies:

Full provider comparison, methodology, and per-company evidence: the company enrichment benchmark →

Apollo vs People Data Labs — common questions

Apollo vs People Data Labs: which has better company data?

On measured correct field yield (of the fields that could be filled correctly, how many were), People Data Labs leads: Apollo 88.6% vs People Data Labs 89.0%, judged field-by-field against human-reviewed Ground Truth on the same 282-company cohort. On accuracy of returned fields, Apollo leads (92.6% vs 91.2%).

Is Apollo or People Data Labs cheaper for company enrichment?

At public entry self-serve rates for the full 282-company cohort: Apollo $10.88 vs People Data Labs $27.70 — Apollo is cheaper. Free allowances and volume discounts excluded; weigh cost against yield, since cheap wrong data costs more downstream.

Which is faster, Apollo or People Data Labs?

Median request latency: Apollo 654 ms vs People Data Labs 274 ms — People Data Labs is faster. Latency matters for real-time enrichment in product or agent flows; for batch backfills it usually doesn't.

Where does this comparison data come from?

The independent company-enrichment benchmark on this site: both providers received the same 282 company domains, responses were normalized to one contract, and GPT-5.6 judged each scored field against human-reviewed Ground Truth. No vendor pays for inclusion or rank; every judgment is public and reproducible.