1. Findymail (82.3): First by nearly six points, and the lowest total error rate of 14 tools in the largest live-send test, excluding the publisher's own.
2. Cognism (76.4): Strong on both measures, but scored on only two studies.
3. Apollo (61.4): High coverage, inconsistent accuracy.
4. FullEnrich (60.8): The highest coverage, but the weakest quality of the top five.
5. GetProspect (60.7): Accurate in verifier tests, weaker when emails were actually sent.
Most email finder benchmarks are run by a vendor, and the vendor almost always wins its own test. So instead of running another one, I collected 10, deleted each publisher's score in its own study, and ranked what was left. Take away the home advantage and the rankings move a lot.
The results: 16 email finders ranked
Short answer: Findymail ranks first (82.3), nearly six points ahead of Cognism (76.4), with Apollo third (61.4). It also had the lowest error rate of 14 tools in Dropcontact's 20,000-contact live-send test, excluding Dropcontact's own. Icypeas is the most accurate tool on a single test (99.1%), but it finds far fewer addresses. All 16 ranked tools are in the table below; the top 14 get full reviews, and Voila Norbert and Skrapp are summed up at the end.
| # | Tool | Score | Quality win rate | Coverage win rate | Studies scored | Type | Entry price | Free tier |
|---|---|---|---|---|---|---|---|---|
| 1 | Findymail | 82.3 | 80.6% | 84.0% | 7 | Single-source | $99/mo | Free account |
| 2 | Cognism | 76.4 | 77.8% | 75.0% | 2 | Database | Quote only (5 seats) | None |
| 3 | Apollo | 61.4 | 47.8% | 75.0% | 5 | Database | $65/seat/mo | 75 credits/mo |
| 4 | FullEnrich | 60.8 | 34.1% | 87.5% | 3 | Waterfall | $55/mo for 1K credits | 50 credits |
| 5 | GetProspect | 60.7 | 68.0% | 53.5% | 4 | Single-source | $49/mo | 50 valid emails |
| 6 | Wiza | 59.7 | 50.6% | 68.8% | 3 | Single-source | $49/mo | 20 emails |
| 7 | Hunter | 55.6 | 80.8% | 30.4% | 9 | Single-source | $49/mo | 50 credits/mo |
| 8 | Dropcontact | 47.4 | 37.5% | 57.3% | 5 | Single-source | €79/mo | 50 credits |
| 9 | RocketReach | 45.3 | 55.6% | 35.0% | 2 | Database | $49/mo | 5 lookups |
| 10 | Anymail Finder | 43.6 | 15.4% | 71.8% | 4 | Single-source | $29/mo | 100 credits |
| 11 | Prospeo | 43.2 | 83.8% | 2.7% | 4 | Single-source | $49/mo | 100 credits/mo |
| 12 | Icypeas | 42.2 | 65.6% | 18.8% | 5 | Single-source | $19/mo | 50 credits |
| 13 | Lusha | 30.6 | 11.1% | 50.0% | 2 | Database | $49.90/mo | 40 credits/mo |
| 14 | Snov.io | 23.1 | 21.7% | 24.5% | 7 | Single-source | $39/mo | 50 credits |
| 15 | Voila Norbert | 21.8 | 32.0% | 11.6% | 4 | Single-source | $49/mo | Free to start |
| 16 | Skrapp | 20.0 | 8.3% | 31.6% | 4 | Single-source | $39/mo | 50 credits |
How I scored them
- Pick two numbers per study. For each tool, I take one quality figure (accuracy, validity, bounce rate or error rate) and one coverage figure (how many addresses it found).
- Compare every pair of tools in that study. Whichever tool has the better figure gets a win, and a tie counts as half.
- Add up the wins. A tool's win rate is its wins divided by its comparisons, across all 10 benchmarks.
- Average the two. The score is the average of the quality and coverage win rates.
Example, Findymail across all 10 benchmarks:
| Quality | Coverage | |
|---|---|---|
| Wins (ties count as half) | 75 | 100 |
| Comparisons | 93 | 119 |
| Win rate | 80.6% | 84.0% |
I use win rates because the studies measure different things on different samples. A 95% accuracy figure in one test isn't the same as 95% in another, but "beat this tool in the same test" means the same thing everywhere. Clay counts as one study, but each of its five regions is compared separately, so it supplies more comparisons than any other test. Every tool a study tested counts as an opponent, including tools this guide doesn't review.
The 10 benchmarks behind the ranking
| Study | Publisher sells a tested product? | What it measured |
|---|---|---|
| Dropcontact 20,000 contacts | Yes | Real enrichment rate (usable emails after removing hard bounces and wrong domains), hard bounces from a real send |
| Anymail Finder 2026 5,000 contacts | Yes | Coverage (contacts given a qualifying address), accuracy (returned addresses that were correct), false positives (contacts given an address marked valid that wasn't) |
| ColdRelay 2026 5,000 contacts | No (sells email infrastructure) | Validity (returned addresses that didn't bounce on a test send), effective accuracy (all contacts left with a valid address) |
| BounceGuard 5,000 contacts | No (sells email verification) | Accuracy (returned addresses passing live SMTP validation, catch-alls excluded) |
| Tomba 5,000 searches | Yes | Valid-result rate (valid addresses as a share of all searches, including misses) |
| Clay 5 regions; sample size not stated | No (resells all tested tools, including Findymail, as data providers) | Data quality and data coverage per tool in five regions (North America, Europe, Latin America, APAC and MEA), each scored separately; counted as one study; last tested October 2025 |
| Warmforge 1,000 contacts | Yes (Leadsforge, its sister product) | Emails found (a count of verified emails returned) |
| PhantomBuster 1,000 profiles | Yes | Success rate (profiles returning a verified email) |
| WizLeads 1,000 leads | Yes | Valid emails per 1,000 leads and invalid share, every address checked by one verifier on the same day |
| Lobstr 1,000 leads | No (sells web scraping tools) | Emails found per 1,000 leads |
Which benchmarks made the cut, and why
Four rules decided which studies count:
- At least 500 contacts. Below that, a handful of addresses can swing a result, so smaller tests are out.
- A named publisher. If I can't see who ran a test, I can't check what they had riding on it.
- Results for each tool. A study has to publish figures for every tool it tested, not just name a winner.
- No home advantage. Six of the 10 were run by a vendor with a tool in the test, and every one of them had something to lose if its own tool didn't come top. So each vendor's score for its own product is deleted.
A tool also needs results in at least two studies to be ranked, so one friendly test can't carry it.
The 14 ranked email finders, reviewed
Here's every ranked tool, best first, with every benchmark that tested it. The verdicts come from the data, not from my own testing. Ratings and prices are as of October 27, 2026.
1. Findymail

Score 82.3. Tested in 7 of 10 benchmarks.
Findymail checks every address at the moment you request it, instead of serving one from a stored database.
It had 95.6% accuracy and 3.3% false positives in Anymail Finder's test. In the largest live-send test, it had the lowest error rate of any tool except Dropcontact's own: 6.2%, with 1.1% hard bounces. Coverage is solid but not the highest: first in Lobstr's test, fourth of 14 in Anymail Finder's. Use it when a bounce costs you more than a missed contact, and pair it with a separate tool for sequencing and dialing.
| Study | Result | Placing, all tools | Excluding the publisher's tool |
|---|---|---|---|
| Dropcontact (20,000 contacts, live send) | 42.5% raw enrichment; 39.9% usable; 1.1% hard bounces; 6.2% total error | 2nd of 15 on total error; 3rd on hard bounces; 6th on usable emails | 1st on total error |
| Anymail Finder 2026 (5,000 contacts) | 70.9% coverage; 95.6% accuracy; 3.3% false positives | 4th of 14 on coverage, 5th on accuracy, 4th on false positives | 3rd on coverage, 4th on accuracy, 3rd on false positives |
| Tomba (5,000 searches) | 3,757 valid results (75.1%), listed as "Findmail" | 3rd of 9 | 2nd |
| Clay (5 regions) | 92.7% quality; 77.6% coverage (5-region average) | Top five on both in every region; 1st on coverage in North America (90.26%) and Latin America (82.98%); 1st on quality in Europe (90.05%) | Clay has no tool of its own |
| Warmforge (1,000 contacts) | 689 emails found | 5th of 13 | 4th |
| WizLeads (1,000 leads) | 587 valid; 28 invalid (4.6% of returned) | 3rd of 7 on valid emails; 6th on invalid share | 2nd on valid emails; 5th on invalid share |
| Lobstr (1,000 leads) | 492 emails found | 1st of 9 | Lobstr has no tool of its own |
Ratings: G2 – 4.9/5 (56) / Capterra – 4.9/5 (7)
Pricing:
- Individual: $99/mo
- Team: $399/mo – 5 seats
- Scale: $999/mo – 20 seats
2. Cognism

Score 76.4. Tested in 2 of 10 benchmarks.
Cognism is a B2B data platform, and email is one part of the package. It scored well in both studies that tested it: third of 10 on validity in ColdRelay's test send (94.1%), and 706 of 1,000 emails found in Warmforge's, fourth of 13. Two studies is a short record, so test it on your own list before you commit to a quote.
| Benchmark | Reported result | Main finding |
|---|---|---|
| ColdRelay 2026 (5,000 contacts) | 94.1% validity; 79.2% effective accuracy | 3rd of 10 on validity; 4th on effective accuracy |
| Warmforge (1,000 contacts) | 706 emails found | 4th of 13, behind Leadsforge, Clay and Apollo |
Ratings: G2 – 4.5/5 (1,377) / Capterra – 4.7/5 (265)
Pricing:
- Standard: Quote only – 5 seats included
- Pro: Quote only – 5 seats included
3. Apollo

Score 61.4. Tested in 5 of 10 benchmarks.
Apollo is a sales platform with a contact database, sequencing, a dialer and a CRM. Email finding is one feature.
It finds a lot: addresses for 88.4% of ColdRelay's sample and the third-most emails in Warmforge's. Accuracy swings, from 91.3% in Anymail Finder's test down to 76.1% in BounceGuard's.
Buy it for the whole outbound stack. If you already have one, you're paying for features you won't use.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Anymail Finder 2026 (5,000 contacts) | 68.1% coverage; 91.3% accuracy; 6.5% false positives | 6th of 14 on coverage; 6.5% of contacts got a bad address |
| ColdRelay 2026 (5,000 contacts) | 4,420 returned; 4,015 valid; 90.8% validity; 80.3% effective accuracy | Third on effective accuracy, behind ZoomInfo and Hunter |
| BounceGuard (5,000 contacts) | 76.1% accuracy | Below Hunter's 85.2% |
| Warmforge (1,000 contacts) | 743 emails found | 3rd of 13, behind Leadsforge and Clay |
| Lobstr (1,000 leads) | 430 emails found | 4th of 9 |
Ratings: G2 – 4.7/5 (9,851) / Capterra – 4.5/5 (398)
Pricing:
- Free: $0 – 75 credits per seat/mo
- Basic: $65/seat/mo – 2,500 credits per seat/mo
- Professional: $99/seat/mo – 4,000 credits per seat/mo
- Organization: $149/seat/mo – 6,000 credits per seat/mo, minimum 3 seats, annual billing only
4. FullEnrich

Score 60.8. Tested in 3 of 10 benchmarks.
FullEnrich is a waterfall: it asks several finders in turn and sells you the first answer that comes back. That buys coverage. It had the highest in Anymail Finder's test (87.1%).
It costs quality. In Dropcontact's live-send test, 15.3% of what it returned was wrong, mostly wrong-domain matches, and Clay rated its quality between 71.7% and 88.0%, near the bottom in every region. Use it to reach specific accounts, and verify everything before you send.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Dropcontact (20,000 contacts) | 57.0% raw enrichment; 3.6% hard bounces; 15.3% total error; 48.3% usable | 2nd on usable emails, excluding Dropcontact's own |
| Anymail Finder 2026 (5,000 contacts) | 87.1% coverage; 95.7% accuracy; 4.0% false positives | Highest coverage of all 14 tools |
| Clay (5 regions) | 78.1% quality; 75.9% coverage (5-region average) | Top four on coverage in every region |
Ratings: G2 – 4.8/5 (247) / Capterra – N/A
Pricing:
- Free trial: $0 – 50 credits to start
- Pro: $55/mo for 1,000 credits/mo - the price scales with the credits you pick, from 500 to 100K+ a month (for example, $255/mo for 5,000)
- Enterprise: Custom
5. GetProspect

Score 60.7. Tested in 4 of 10 benchmarks.
GetProspect is a standalone email finder with a free plan. Its results depend on how they were checked. Anymail Finder's verifier panel gave it 96.0% accuracy and the third-lowest false-positive rate of 14. Dropcontact's live send gave it 8.3% hard bounces and 26.1% usable emails.
Test it on your own list before you send at volume.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Dropcontact (20,000 contacts) | 31.8% raw enrichment; 8.3% hard bounces; 17.8% total error; 26.1% usable | Below average on both usable rate and errors |
| Anymail Finder 2026 (5,000 contacts) | 71.2% coverage; 96.0% accuracy; 3.0% false positives | Third of 14 on coverage, accuracy and false positives |
| Tomba (5,000 searches) | 3,096 valid results (61.9%) | 4th of 9 |
| Warmforge (1,000 contacts) | 618 emails found | 9th of 13 |
Ratings: G2 – 4.0/5 (43) / Capterra – N/A
Pricing:
- Free: $0 – 50 valid emails and 100 verifications/mo
- Starter: $49/mo – 1,000 valid emails, 2,000 verifications and 5 phone numbers/mo
- Growth: $99/mo – 5,000 valid emails, 10,000 verifications and 5 phone numbers/mo
- Custom: Quote for higher volumes
6. Wiza

Score 59.7. Tested in 3 of 10 benchmarks.
Wiza finds emails from LinkedIn profiles, which suits recruiting and Sales Navigator workflows. It finds plenty but checks less: second on valid emails in WizLeads' test (633 per 1,000), with the most invalid addresses there too (38). Validity was fourth of 10 in ColdRelay's test send. Run its output through a verifier before you send.
| Benchmark | Reported result | Main finding |
|---|---|---|
| ColdRelay 2026 (5,000 contacts) | 91.1% validity; 67.9% effective accuracy | 4th of 10 on validity; 8th on effective accuracy |
| Clay (5 regions) | 90.1% quality; 71.0% coverage (5-region average) | Coverage of 61.1% to 85.0% across regions |
| WizLeads (1,000 leads) | 633 valid; 38 invalid (5.7% of returned) | 2nd of 7 on valid emails; most invalid of 7 |
Ratings: G2 – 4.5/5 (1,283) / Capterra – 4.3/5 (24)
Pricing:
- Free: $0 – 20 valid emails and 5 phone numbers
- Starter: $49/mo per user – 100 valid emails and 100 phone numbers/mo
- Email: $99/mo per user – 500 valid emails/mo, phone numbers at $0.35 each
- Email + Phone: $199/mo per user – 500 valid emails and 500 phone numbers/mo
7. Hunter

Score 55.6. Tested in 9 of 10 benchmarks.
Hunter is built around domain search: good at finding who works at a company, weaker at finding one specific person. It's in 9 of the 10 benchmarks, more than any other tool.
Accuracy sits in the mid-80s (86.1% and 85.2%), and 11.2% of its addresses hard-bounced in Dropcontact's live-send test. ColdRelay's test send was kinder, at 94.9% valid. Use it for domain research, and verify before any high-volume send.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Dropcontact (20,000 contacts) | 38.9% raw enrichment; 11.2% hard bounces; 16.4% total error; 32.5% usable | Fifth-highest hard bounce rate of 15 tools |
| Anymail Finder 2026 (5,000 contacts) | 57.6% coverage; 86.1% accuracy; 9.3% false positives | 9th of 14 on accuracy; 9.3% of contacts got a bad address |
| ColdRelay 2026 (5,000 contacts) | 4,540 returned; 4,310 valid; 94.9% validity; 86.2% effective accuracy | Second to ZoomInfo on both validity and effective accuracy |
| BounceGuard (5,000 contacts) | 85.2% accuracy | Highest of the three tools tested |
| Tomba (5,000 searches) | 1,882 valid results (37.6%) | 6th of 9 |
| Clay (5 regions) | 93.9% quality; 40.7% coverage (5-region average) | Top three on quality in every region, but coverage of only 33.7% to 52.9% |
| Warmforge (1,000 contacts) | 671 emails found | 6th of 13 |
| PhantomBuster (1,000 profiles) | 68% success rate | Second, behind Dropcontact's 72%; more than double Snov.io's 31% |
| Lobstr (1,000 leads) | 281 emails found | 7th of 9 |
Ratings: G2 – 4.4/5 (656) / Capterra – 4.7/5 (714)
Pricing:
- Free: $0 – 50 credits/mo
- Starter: $49/mo – 2,000 credits/mo
- Growth: $149/mo – 10,000 credits/mo
- Scale: $299/mo – 25,000 credits/mo
- Enterprise: Custom
8. Dropcontact

Score 47.4. Tested in 6 of 10 benchmarks (5 excluding its own).
Dropcontact won its own 20,000-contact test, working from just names and company names, the hardest input anyone tested. Under my rule, that result doesn't count.
Outside its own study, it's mixed: 93.1% accuracy in Anymail Finder's test, but eighth of 10 on validity in ColdRelay's and fifth of 9 on emails found in Lobstr's. It also excludes some sectors from search. Pick it if your CRM only holds names and company names.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Anymail Finder 2026 (5,000 contacts) | 69.4% coverage; 93.1% accuracy; 5.1% false positives | Coverage level with Findymail; 5.1% of contacts got a bad address |
| ColdRelay 2026 (5,000 contacts) | 3,560 returned; 3,180 valid; 89.3% validity; 63.6% effective accuracy | 8th of 10 on validity; 9th on effective accuracy |
| Clay (4 regions) | 84.5% quality; 70.6% coverage (average of 4 regions) | Quality of 80.0% to 91.8% and coverage of 59.7% to 76.0% across regions |
| PhantomBuster (1,000 profiles) | 72% success rate | Highest of the tools counted, ahead of Hunter's 68% |
| Lobstr (1,000 leads) | 383 emails found | 5th of 9 |
Ratings: G2 – 4.5/5 (50) / Capterra – 4.7/5 (23)
Pricing:
- Free trial: €0 – 50 credits
- Starter: €79/mo – 4,000 credits
- Growth: €120/mo – 4,000 credits, plus LinkedIn enrichment
- Enterprise: Custom – from 200,000 credits/mo
9. RocketReach

Score 45.3. Tested in 2 of 10 benchmarks.
RocketReach is a people-lookup tool with phone numbers as well as emails. Its email results are middling: 90.9% valid in ColdRelay's test send and 11th of 13 on emails found in Warmforge's. At 70 lookups for $49, it's the most expensive per record here. If email is all you need, the tools above it did better.
| Benchmark | Reported result | Main finding |
|---|---|---|
| ColdRelay 2026 (5,000 contacts) | 4,050 returned; 3,680 valid; 90.9% validity; 73.6% effective accuracy | Fifth-highest validity of 10 tools |
| Warmforge (1,000 contacts) | 579 emails found | 11th of 13 |
Ratings: G2 – 4.4/5 (1,212) / Capterra – 4.1/5 (140)
Pricing:
- Free: $0 – 5 lookups
- 70 lookups: $49/mo
- 200 lookups: $99/mo
- 250 lookups: $209/mo
10. Anymail Finder

Score 43.6. Tested in 5 of 10 benchmarks (4 excluding its own).
Anymail Finder publishes the most transparent study in the category, with a downloadable dataset. Its own result is excluded, like everyone else's.
Outside that study, the results split. Tests that count found or valid emails rate it highly: second in Tomba's (77.5%) and second in Lobstr's (476 per 1,000). The one large test that actually sent emails doesn't: 15.8% hard bounces in Dropcontact's, the highest of 15 tools.
My read: tests scored by verifiers flatter it, and that edge disappears when someone actually sends. If bounces matter, test it with a real send first.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Dropcontact (20,000 contacts) | 55.4% raw enrichment; 15.8% hard bounces; 25.4% total error; 41.3% usable | Highest hard bounce rate of 15 tools |
| Tomba (5,000 searches) | 3,875 valid results (77.5%) | 2nd of 9, behind Tomba's own tool |
| Warmforge (1,000 contacts) | 594 emails found | 10th of 13 |
| Lobstr (1,000 leads) | 476 emails found | 2nd of 9 |
Ratings: G2 – 4.5/5 (34) / Capterra – 4.3/5 (28)
Pricing:
- Free trial: $0 – 100 credits
- 400 credits: $29/mo
- 1,000 credits: $49/mo
- 2,000 credits: $89/mo
- 5,000 credits: $149/mo
- 10,000 credits: $199/mo
- 25,000 credits: $299/mo
- 50,000 credits: $499/mo
- 100,000 credits: $799/mo
11. Prospeo

Score 43.2. Tested in 4 of 10 benchmarks.
Prospeo is usually right when it finds something, and it rarely finds something. It had 92.5% accuracy but 45.2% coverage in Anymail Finder's test, the lowest valid-result rate in Tomba's (16.9%) and the fewest valid emails in WizLeads' (259 per 1,000). Use it as a backup finder, not your main one.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Anymail Finder 2026 (5,000 contacts) | 45.2% coverage; 92.5% accuracy; 3.7% false positives | 7th of 14 on accuracy, but 13th on coverage |
| Tomba (5,000 searches) | 846 valid results (16.9%) | Last of 9 |
| Clay (4 regions) | 94.1% quality; 36.0% coverage (average of 4 regions) | 1st or 2nd on quality in three of four regions; coverage under 41% in all four |
| WizLeads (1,000 leads) | 259 valid; 11 invalid (4.1% of returned) | Last of 7 on valid emails; 5th on invalid share |
Ratings: G2 – 4.6/5 (997) / Capterra – 4.8/5 (315)
Pricing:
- Free: $0 – 100 credits/mo
- Starter: $49/mo per user – 2,000 credits per user/mo
- Growth: $99/mo per user – 5,000 credits per user/mo
- Pro: $249/mo per user – 15,000 credits per user/mo
12. Icypeas

Score 42.2. Tested in 5 of 10 benchmarks.
Icypeas is precise and incomplete. It had the highest accuracy (99.1%) and fewest false positives (0.5%) in Anymail Finder's test, and the second-lowest hard bounces (1.0%) in Dropcontact's. But it found addresses for only 49.0% of Anymail Finder's contacts and 418 of 1,000 in WizLeads' test.
That low coverage is why it ranks 12th despite the best single accuracy score. It was also the cheapest per usable email in Dropcontact's test (€8.13 per 1,000). Use it when one bad send costs more than a missed contact.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Dropcontact (20,000 contacts) | 33.9% raw enrichment; 1.0% hard bounces; 6.8% total error; 31.6% usable | Second-lowest hard bounce rate of 15 tools |
| Anymail Finder 2026 (5,000 contacts) | 49.0% coverage; 99.1% accuracy; 0.5% false positives | Highest accuracy and lowest false positives of 14 tools |
| Clay (5 regions) | 89.9% quality; 44.0% coverage (5-region average) | Quality of 85.1% to 93.8% and coverage of 32.4% to 53.2% across regions |
| WizLeads (1,000 leads) | 418 valid; 16 invalid (3.7% of returned) | 6th of 7 on valid emails; 3rd on invalid share |
| Lobstr (1,000 leads) | 265 emails found | 8th of 9 |
Ratings: G2 – 5.0/5 (1) / Capterra – N/A
Pricing:
- Free: $0 – 50 credits
- Basic: $19/mo – 1,000 credits
- Premium: $39/mo – 4,000 credits
- Advanced: $89/mo – 10,000 credits
- Hypergrowth: from $499/mo – 100,000 credits, with larger volumes available
13. Lusha

Score 30.6. Tested in 2 of 10 benchmarks.
Lusha is built for browser-extension prospecting and direct dials. Its email results don't stand out: 88.9% validity in ColdRelay's test send, second-lowest of 10, and seventh of 13 on emails found in Warmforge's. If email is all you need, the tools above it did better.
| Benchmark | Reported result | Main finding |
|---|---|---|
| ColdRelay 2026 (5,000 contacts) | 3,910 returned; 3,475 valid; 88.9% validity; 69.5% effective accuracy | Second-lowest validity of 10 tools |
| Warmforge (1,000 contacts) | 658 emails found | 7th of 13 |
Ratings: G2 – 4.3/5 (1,671) / Capterra – 4.0/5 (398)
Pricing:
- Free: $0 – 40 credits/mo, 1 seat
- Starter: $49.90/mo – 400 credits/mo, 1 seat
- Pro: $69.90/mo – 600 credits/mo, 2 seats
- Premium: $399.90/mo – 3,400 credits/mo, 5 seats
- Scale: Custom
14. Snov.io

Score 23.1. Tested in 7 of 10 benchmarks.
Snov.io bundles finding, verification and outreach, and finding is the weak part. It had 75.3% accuracy and 15.2% false positives in Anymail Finder's test, 72.8% accuracy in BounceGuard's and the fewest emails in Lobstr's (180 per 1,000). ColdRelay's test send was the exception, at 90.5% valid. If you use it for outreach, source and verify your addresses elsewhere.
| Benchmark | Reported result | Main finding |
|---|---|---|
| Anymail Finder 2026 (5,000 contacts) | 46.1% coverage; 75.3% accuracy; 15.2% false positives | Bottom four of 14 on both coverage and accuracy |
| ColdRelay 2026 (5,000 contacts) | 3,800 returned; 3,440 valid; 90.5% validity; 68.8% effective accuracy | 7th of 10 on validity |
| BounceGuard (5,000 contacts) | 72.8% accuracy | Lowest of the three tools tested |
| Tomba (5,000 searches) | 1,007 valid results (20.1%) | 8th of 9 |
| Warmforge (1,000 contacts) | 642 emails found | 8th of 13 |
| PhantomBuster (1,000 profiles) | 31% success rate | Less than half of Hunter's 68% |
| Lobstr (1,000 leads) | 180 emails found | Last of 9 |
Ratings: G2 – 4.5/5 (500) / Capterra – 4.5/5 (215)
Pricing:
- Trial: $0 – 50 credits and 100 recipients, renewable
- Starter: $39/mo – 1,000 credits and 5,000 recipients
- Pro: from $99/mo – 5,000 credits and 25,000 recipients, with larger sizes available
- Custom Ultra: Custom – from 200,000 credits
Prices are for monthly billing on the Sales Suite.
The rest of the field
Voila Norbert and Skrapp rank last, 15th and 16th, so they're summarised here rather than reviewed. Clearout, ZoomInfo, FindThatLead and Seamless.AI don't have two scorable results, so they aren't ranked.
| Tool | What it is | Reported results |
|---|---|---|
| Skrapp | Email finder, ranked 16th | 73.8% accuracy, 17.5% false positives (Anymail Finder); 42.8% valid results (Tomba); 537 of 1,000 found (Warmforge); 373 of 1,000 found (Lobstr) |
| Voila Norbert | Email finder, ranked 15th | 75.4% accuracy (Anymail Finder); 13.7% hard bounces (Dropcontact); 36.0% valid results (Tomba); 561 of 1,000 found (Warmforge) |
| Clearout | Email verifier and finder, not ranked | 79.9% accuracy, 15.1% false positives (Anymail Finder) |
| ZoomInfo | Enterprise sales intelligence platform, not ranked | 95.0% validity and 89.7% effective accuracy, both highest (ColdRelay) |
| FindThatLead | Email finder, not ranked | 66.3% accuracy, 23.2% false positives (Anymail Finder); 14.2% usable, lowest of 15 (Dropcontact) |
| Seamless.AI | Contact search platform, not ranked | 88.0% validity, 61.4% effective accuracy (ColdRelay) |
Leadsforge only appears in its own company's test (Warmforge), and WizLeads only in its own, so neither is ranked.
Which email finder should you pick?
Start with what a bad address costs your team, then match that to the results.
| If your priority is... | What to compare | Best fit in these results |
|---|---|---|
| Fewer bounces | Live-send results, accuracy and false positives | Findymail: the lowest total error rate of 14 tools in Dropcontact's live-send test, excluding Dropcontact's own, with 1.1% hard bounces |
| Precision, even with gaps | Accuracy and false positives | Icypeas: 99.1% accuracy and 0.5% false positives in Anymail Finder's test, on under half the coverage |
| The most addresses, verified separately | Coverage | FullEnrich: the highest coverage in Anymail Finder's test (87.1%), but a 15.3% error rate when emails were actually sent |
| One platform for the whole outbound motion | Database, sequencing and integrations | Apollo: addresses for 88.4% of ColdRelay's sample, with accuracy from 76.1% to 91.3% |
| Only names and company names | Results on name-only input | Dropcontact: its own 20,000-contact test used exactly that input |
| Company-domain research | Domain search | Hunter: built around domain search, and tested in 9 of the 10 benchmarks |
| The lowest cost per usable email | Cost per usable email, not per lookup | Icypeas: €8.13 per 1,000 usable emails in Dropcontact's test |
Before you buy, ask each vendor:
- Is every address verified when you request it?
- How are catch-all domains handled?
- What happens when you hit your limit?
- Does it connect to your CRM and sending tools?
- Does pricing hold up at your volume?
Then test your shortlist on 200 contacts you know are good. No benchmark beats your own list.
FAQs
What is the most accurate email finder?
On my combined score across 10 benchmarks, Findymail ranks first and had the lowest error rate in the largest live-send test, excluding the publisher's own. Icypeas is the most accurate on a single test (99.1%), but it finds far fewer addresses.
What is an email finder tool?
A tool that finds a professional email address from a name and a company or domain. The good ones check the address is deliverable before handing it over, instead of serving one collected months ago.
What's the difference between coverage and accuracy?
Coverage is how much of your list gets an address. Accuracy is how many of those addresses are right. In Anymail Finder's test, coverage varied about twofold between tools (41.3% to 87.1%), while false positives varied more than fortyfold (0.5% to 23.2%).
Why do the benchmarks disagree so much?
Four reasons. Sending real emails gives different answers than asking a verifier. Tools got different inputs, from domains to company names only. Samples ran from 1,000 to 20,000 contacts. And 6 of the 10 were run by a vendor with a tool in the race.
Which benchmark should I trust?
Dropcontact's has the largest sample and checks by live send. ColdRelay, BounceGuard and Lobstr have no finder to sell. Anymail Finder publishes its dataset. Read them together, and weight live sends over verifier checks.
Are waterfall email finders better?
They find more and they're wrong more. FullEnrich had the highest coverage in Anymail Finder's test (87.1%) and a 15.3% error rate when emails were actually sent. Stacking providers stacks their mistakes, so verify what comes back.
How can this be neutral when Findymail published it?
It isn't, which is why every result is in, including Findymail's fifth and sixth places. Every figure links to its source, and every vendor's own score is removed. Check any of them yourself.
How much does an email finder cost?
Entry plans here run from $19 to $99 a month. Per usable email, the cheapest in Dropcontact's test was Icypeas at €8.13 per 1,000. Most tools sell monthly credits; some, like Findymail, use plans with usage that refills.
Which email finder is the most generous to start with?
Prospeo's 100 credits a month is the most generous allowance that renews, ahead of Apollo's 75 and Hunter's 50. For a one-off test, Anymail Finder gives 100 credits. Findymail has a free account with 10 credits a month.
Findymail vs Hunter?
Hunter is better for domain research and has a better free tier. Findymail tested ahead on coverage (70.9% vs 57.6%) and false positives (3.3% vs 9.3%) in Anymail Finder's test, and on hard bounces when Dropcontact actually sent (1.1% vs 11.2%).
Findymail vs Dropcontact?
Dropcontact won its own 20,000-contact study, which used only names and company names. In Anymail Finder's test they were close: Findymail had 70.9% coverage and 95.6% accuracy, Dropcontact 69.4% and 93.1%.
Are email finder tools legal and GDPR-compliant?
Generally yes for B2B outreach in the EU and US, but it depends on how the provider sources its data and on your own lawful basis and opt-out handling. Findymail is SOC 2 and GDPR compliant. Check each vendor's sourcing before you buy.
Valentin
Valentin Wallyn is the founder and CEO of Findymail, a SaaS platform he launched to help B2B teams discover accurate email and contact data and automate data enrichment at scale. With an IT background, Valentin combines a technical mindset with hands-on experience in outreach and growth. His work centers on improving data quality and prospecting efficiency, drawing on years of entrepreneurial experience and a deep understanding of what makes outreach campaigns succeed.
