Unlimited data at a fixed cost
ColdIQ

B2B data provider benchmarks

Every Provider,
Tested Live

Pick a data type, choose the providers, run one lookup on all of them at once. Results stream in, and the fastest answer is flagged.

Compare providersSee the leaderboard

ILLUSTRATIVE RUN · NOT A RECORDED RESULT

[LEADERBOARD]

The current standings

Accuracy-weighted score across price, coverage, accuracy and speed. The #1 provider finds a valid mobile on 93% of the EU contacts we live-tested.

Tech stacksSOONIntent signalsSOONLookalikesSOON
#Mobile finders, top 5of 17Updated Jul 28
#ProviderScore$/foundAccuracy
  1. 01Prospeo92.4$0.39✓ 85%
  2. 02FullEnrich74.1$0.55✓ 80%
  3. 03LeadMagic69.7$0.12✓ 78%
  4. 04AI Ark66.7$0.05✓ 82%
  5. 05Wiza66.1$0.35✓ 76%
$/found = USD per number foundFull leaderboard →

Price vs. accuracy

Bubble size is the composite score. Top left is the sweet spot.

0.000.100.200.300.400.500.600.708886848280787674$ PER FOUND NUMBER →ACCURACY % →CHEAP + ACCURATEWiza · 66.1AI Ark · 66.7LeadMagic · 69.7FullEnrich · 74.192.4ProspeoBest balance ofprice × accuracy
See all 17 mobile finders

[METHOD]

How the score is weighted

Each metric is normalized across the field, then combined. Figures come from our own live tests plus published benchmarks.

35%
30%
20%
15%
AccuracyShare of returned numbers that connect to the right person.
CoverageMatch rate on the EU + US sample.
PriceUSD per found number.
SpeedMedian latency.
Read the full methodology

[NEXT STEPS]

Go deeper

Browse the rankings, test providers live on your own leads, or settle a head-to-head.

[RANKINGS]Leaderboard17 mobile finder and 22 email finder providers ranked on price, EU and US coverage, accuracy and speed, in one score.Mobile finders →Email finders →
[LIVE TEST]Live PlaygroundRun every provider against your own leads, side by side, and see who actually delivers.Open the playground →[HEAD-TO-HEAD]1-vs-1 comparePick two providers and settle it: 21 matchups with metric-by-metric receipts and a free live test.Compare two →

[FAQ]

Frequently asked questions

01How does ColdIQ rank providers?+

Every provider gets an accuracy-weighted score: 35% accuracy, 30% coverage (EU + US), 20% price and 15% speed, normalized across the field. Figures come from our own live tests plus published benchmarks, and every leaderboard row links its sources.

02What does the live test measure?+

ColdIQ live tests, July 2026 (latest 2026-07-23): 53 real sales contacts (28 EU / 25 US across 15 companies and 6 verticals), every provider called through the same ColdIQ marketplace endpoints as the live benchmark tool. We measure per-region hit rate, median lookup latency, and agreement between providers as an accuracy signal.

03Can I test providers on my own leads?+

Yes. The live playground runs one lookup on every provider you select, through the same ColdIQ marketplace endpoints we benchmark with. Results stream in side by side and the fastest answer is flagged.

04Do you benchmark categories other than mobile finders?+

The live playground already covers email, mobile, intent signals, tech stack and lookalikes. The ranked leaderboards cover mobile finders and email finders today; the other categories are next.

05How does marketplace pricing work?+

One ColdIQ API key gives you every provider on this board that is available on the marketplace. You top up credits once and each lookup draws from that balance, with no separate subscription per provider.

06Which mobile finder is the most accurate?+

Prospeo has the highest accuracy estimate on the leaderboard (85%), based on our live tests plus published benchmarks. Accuracy is only one of four metrics, so the overall ranking can differ: see the full leaderboard for every provider.

[MARKETPLACE]

One API key, the top providers on this board

The ColdIQ marketplace routes each lookup to the source most likely to find it. The top-ranked providers we benchmark, behind one endpoint.

Explore the marketplace