Exa vs Parallel
Company funding data, measured head-to-head on the same 300 companies: Parallel currently leads on both measured accuracy axes. Every stage judged against source-verified funding events; latency and cost measured beside accuracy. Not vendor claims.
Exa or Parallel — measured winner per axis
| Axis | Exa | Parallel | Measured winner |
|---|---|---|---|
| Correct latest stage end to end (correct stage yield) | 90.0% | 91.7% | Parallel |
| Right when a stage is returned (accuracy when present) | 90.0% | 96.8% | Parallel |
| Funding fields returned (field coverage) | 54.7% | 49.1% | Exa |
| Companies resolved (resolution rate) | 100.0% | 100.0% | tie |
| Speed (median latency) | 12,844 ms | 52,674 ms | Exa |
| Cost (cohort, self-serve rates) (estimated cost) | $4.50 | $7.50 | Exa |
Contact data, intent, and integrations are not measured here — this is the company-funding slice only. Full leaderboard, methodology, and per-company evidence →
Exa vs Parallel — common questions
Exa vs Parallel: which has better funding data?
On measured correct stage yield (right latest funding stage across all companies with a verified reference), Parallel leads: Exa 90.0% vs Parallel 91.7%, judged against source-verified funding events on the same 300 companies. On accuracy when a stage is returned, Parallel leads (90.0% vs 96.8%).
Is Exa or Parallel cheaper for funding data?
At public self-serve rates for the same 300-company run: Exa $4.50 vs Parallel $7.50 — Exa is cheaper. Weigh cost against correct stage yield: a stale stage misroutes accounts, which costs more than the API call.
Which is faster, Exa or Parallel?
Median request latency on the same run: Exa 12,844 ms vs Parallel 52,674 ms — Exa is faster. Latency matters when funding enrichment runs inline in an agent or product flow; for batch scoring it usually doesn't.
Where does this comparison data come from?
The independent company-funding benchmark on this site: both providers received the same 300 company domains, responses were normalized to one canonical funding-stage contract, and each returned stage was compared to a source-verified reference (company newsroom, wire announcement, or filing). No vendor pays for inclusion or rank; inputs, outputs, and evaluation code are public.