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Star IconJULY 2026 BENCHMARK•9 TOOLS TESTED

Last updated: August 25, 2026

ZeroBounce scored 98.0% accuracy against 9 email verification tools

On the addresses that break every other tool.

Tested on the same 9,901 addresses drawn from the hardest domain pools to validate. Just 0.6% came back catch-all, 0% unknown. Every disputed result was manually verified by deliverability engineers to establish ground truth.

Self-conducted by ZeroBounce, July 2026. Methodology and aggregated category data published in full.
Full methodology and breakdowns below.

SECTION 01

Overall results

Every tool's full verdict breakdown on the same 9,901-address benchmark list, sorted by accuracy.

ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Overall results
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce98.02%1.38%0.60%0%
N2no2Bounce™90.33%6.66%2.62%0%
BBBounceBan™86.06%13.57%0.20%0.14%
BOBouncer™84.41%2.00%8.49%5.10%
EOEmail Oversisight™68.77%3.33%12.28%15.17%
ADAtData™68.38%5.41%23.47%2.74%
KBKickBox™64.71%2.85%18.04%14.40%
EMEmailable™61.79%0.79%34.18%3.15%
NBNeverBounce™34.08%3.83%11.91%50.19%

SECTION 02

Key Findings

The patterns that matter most from this benchmark: where tools pulled apart on accuracy, unknowns, catch-alls, and mailbox providers — and what that means for the results you can actually use.

01

ZeroBounce led the field at 98.0% accuracy.

The nearest competitor, no2Bounce, scored 90.3% - a gap of nearly 8 percentage points on identical data.

02

Unknown rates are where tools diverge most.

ZeroBounce returned 0% unknowns; NeverBounce returned 50.2%. An unknown is an unusable result - the address still has to be verified somewhere else.

03

Failed-to-validate rates separate the field.

Emailable returned a catch-all verdict on 34.2% of addresses, AtData on 23.5%, and KickBox on 18.0% - resolvable addresses left without an answer. ZeroBounce failed to validate just 0.6%.

04

Accuracy varies dramatically by mailbox provider.

NeverBounce scored 98.9% on Gmail but 1.4% on Mimecast. A tool's headline accuracy means little if your list skews toward providers it can't handle.

05

Accuracy and unknown rate together determine what you actually pay per usable answer.

See "The real cost of an unknown" below.

SECTION 03

The real cost of an unknown

A check that returns "unknown" isn't an answer - it's an address you still have to verify somewhere else. The real price of a tool is what you pay per usable result. ZeroBounce returned 0% unknowns in this benchmark; NeverBounce returned 50.2% and charges a credit for every check regardless of outcome1, roughly doubling its effective cost per usable answer.

ToolUnknown rateUsable results per 10,000 checked
The real cost of an unknown
ToolUnknown rateUsable results per 10,000 checked
ZBZeroBounce0%10,000
N2no2Bounce0%10,000
BBBounceBan0.14%9,986
ADAtData2.74%9,726
EMEmailable3.15%9,685
BOBouncer5.10%9,490
KBKickBox14.40%8,560
EOEmail Oversight15.17%8,483
NBNeverBounce50.19%4,981

1 NeverBounce billing documentation: "1 credit = 1 email verification," with no published exemption for unknown results; credits expire 365 days after purchase. ZeroBounce credits never expire with an active ZeroBounce ONE subscription. Verified 5 August 2026.

SECTION 04

Results by domain type

Aggregated from raw result counts across the provider categories below. Business = G-Suite, Hotmail (Business), Mimecast, Proofpoint, Ionos. Free = Gmail, Yahoo, Hotmail (Free), Apple, Charter. Stress-test addresses excluded from both.

ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Business domains
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce98.89%0.85%0.25%0%
N2no2Bounce97.41%2.56%0%0%
BBBounceBan96.66%3.34%0%0%
BOBouncer80.83%0.75%17.19%1.23%
EMEmailable60.93%0.93%35.90%2.24%
ADAtData54.30%5.05%39.97%0.68%
KBKickBox49.62%0.53%30.25%19.60%
EOEmail Oversight46.11%0.83%28.24%24.80%
NBNeverBounce28.02%0.55%24.17%47.26%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Free domains
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce98.07%1.91%0.02%0%
BOBouncer94.64%0.32%0.91%4.13%
N2no2Bounce89.42%4.63%5.72%0%
EOEmail Oversight89.14%1.75%0%9.06%
ADAtData89.14%0.75%10.20%0%
KBKickBox85.63%1.04%10.81%2.52%
BBBounceBan82.65%16.90%0.45%0%
EMEmailable58.12%0.07%39.09%2.68%
NBNeverBounce41.04%4.57%0%54.39%

SECTION 05

Results by mailbox provider

Same benchmark, broken out by individual mailbox provider - including the adversarial stress-test pool.

ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
G-Suite
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce99.86%0.07%0.07%0%
N2no2Bounce99.73%0.27%0%0%
BBBounceBan99.59%0.41%0%0%
BOBouncer98.37%1.36%0.07%0.20%
ADAtData75.61%4.84%19.55%0%
EMEmailable65.40%0.95%33.65%0%
KBKickBox64.92%0.82%34.26%0%
EOEmail Oversight63.56%1.43%34.95%0.07%
NBNeverBounce61.99%0.54%33.11%4.36%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Hotmail
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce99.69%0.31%0%0%
N2no2Bounce99.19%0.81%0%0%
BBBounceBan97.05%2.95%0%0%
BOBouncer74.77%0.41%22.99%1.83%
KBKickBox73.45%0%1.63%24.92%
EOEmail Oversight72.74%0.10%23.30%3.87%
EMEmailable72.33%0.51%27.16%0%
ADAtData53.10%10.27%33.88%2.75%
NBNeverBounce8.24%0.31%3.76%87.69%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Mimecast
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce97.31%1.08%1.61%0%
BBBounceBan92.29%7.71%0%0%
N2no2Bounce89.78%10.22%0%0%
EMEmailable88.71%2.15%0.36%8.78%
BOBouncer86.38%0.36%8.60%4.66%
ADAtData19.35%0.54%80.11%0%
KBKickBox16.31%0.36%1.97%81.36%
EOEmail Oversight10.57%0.54%0%88.89%
NBNeverBounce1.43%0.18%0%98.39%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Proofpoint
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce97.39%2.61%0%0%
N2no2Bounce96.25%3.64%0%0%
BBBounceBan94.20%5.80%0%0%
BOBouncer52.84%0.45%46.48%0.23%
ADAtData37.95%2.84%59.20%0%
KBKickBox21.48%0.57%76.59%1.36%
EMEmailable19.66%0.57%75.23%4.55%
NBNeverBounce11.93%1.14%49.89%37.05%
EOEmail Oversight5.00%0.80%43.41%50.68%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Ionos
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
BOBouncer100%0%0%0%
ZBZeroBounce98.90%1.10%0%0%
N2no2Bounce98.90%1.10%0%0%
BBBounceBan95.60%4.40%0%0%
ADAtData95.60%1.10%3.30%0%
EMEmailable94.51%1.10%4.40%0%
EOEmail Oversight92.31%1.10%0%6.59%
KBKickBox21.98%2.20%0%75.82%
NBNeverBounce12.09%0%0%87.91%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Gmail
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce99.77%0.23%0%0%
N2no2Bounce99.55%0%0%0%
BBBounceBan99.55%0.45%0%0%
ADAtData99.55%0.68%0%0%
BOBouncer99.09%0%0%0.91%
EOEmail Oversight98.87%0.68%0%0%
NBNeverBounce98.87%0.68%0%0.45%
KBKickBox98.19%1.81%0%0%
EMEmailable98.19%0%1.36%0%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Yahoo
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce97.61%2.39%0%0%
BOBouncer96.87%0.68%2.46%0%
EOEmail Oversight87.66%1.72%0%10.62%
N2no2Bounce82.75%1.78%15.47%0%
ADAtData71.58%0.86%27.56%0%
KBKickBox69.61%1.23%29.16%0%
BBBounceBan55.25%43.52%1.23%0%
NBNeverBounce52.61%12.09%0%35.30%
EMEmailable0%0%100%0%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Hotmail
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ADAtData99.24%0.76%0%0%
ZBZeroBounce98.93%1.07%0%0%
BBBounceBan97.98%2.02%0%0%
BOBouncer97.98%0.19%0%1.83%
EMEmailable94.58%0.19%4.60%0.63%
KBKickBox92.63%0.32%0.06%6.99%
N2no2Bounce88.85%10.71%0%0%
EOEmail Oversight84.18%1.70%0%14.11%
NBNeverBounce29.99%0.06%0%69.94%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Apple
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
BBBounceBan100%0%0%0%
ADAtData100%0.43%0%0%
N2no2Bounce99.86%0%0%0%
KBKickBox98.27%1.73%0%0%
EOEmail Oversight97.11%2.60%0%0.29%
ZBZeroBounce95.95%3.90%0.14%0%
BOBouncer86.27%0%0%13.73%
EMEmailable82.80%0%1.59%15.61%
NBNeverBounce3.18%0%0%96.82%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Charter
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce100%0%0%0%
BBBounceBan98.15%1.85%0%0%
EOEmail Oversight98.15%1.85%0%0%
ADAtData98.15%1.85%0%0%
KBKickBox98.15%1.85%0%0%
EMEmailable96.30%0%3.70%0%
N2no2Bounce90.74%9.26%0%0%
NBNeverBounce29.63%0%0%70.37%
BOBouncer0%0%0%100%
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
Stress testing
ToolAccurateInaccurateFailed to Validate (Catch-All)Unknown
ZBZeroBounce95.59%1.25%3.16%0%
EMEmailable74.57%2.64%15.42%6.92%
N2no2Bounce74.44%23.25%0.46%0%
EOEmail Oversight69.10%14.49%6.06%7.64%
BBBounceBan68.18%30.76%0%0.92%
BOBouncer64.10%10.14%7.71%18.05%
ADAtData45.06%19.89%18.71%16.07%
KBKickBox43.57%14.17%6.99%35.27%
NBNeverBounce29.78%10.28%14.30%45.65%

SECTION 06

Methodology

The test list. 9,901 real-world addresses deliberately drawn from the domain pools that are notoriously hardest to validate: security-gatewayed business domains (Mimecast, Proofpoint), catch-all-heavy business hosting (G-Suite, Hotmail Business, Ionos), major consumer providers (Gmail, Yahoo, Apple, Hotmail Free, Charter), plus a stress-test pool of malformed addresses, bad characters, duplicates, special formats, and hard-to-validate cases. This is not a random sample of everyday lists - it is deliberately adversarial. Most tools score higher on easy lists; this benchmark measures what happens on the lists that actually cause bounces.

Ground truth. Where all tools agreed and no evidence contradicted them, the consensus verdict stood. Every address where tools returned conflicting verdicts was manually verified by ZeroBounce deliverability engineers, using SMTP-level evidence, to establish which verdict was correct.

Category definitions. Every tool reports results in its own status taxonomy (valid/invalid, deliverable/undeliverable, risky, accept-all, and so on). To compare tools fairly, each tool's verdict for each address was mapped to one of five categories against ground truth:

CategoryDefinition
CategoryDefinition
AccurateThe tool's verdict matched ground truth. A deliverable address was called valid, or an undeliverable address was called invalid.
InaccurateThe tool's verdict contradicted ground truth. A deliverable address was called invalid, or an undeliverable address was called valid.
Failed to Validate (Catch-All)The tool returned "catch-all," "accept-all," or an equivalent non-committal status for an address that ground truth shows is resolvable to valid or invalid. The tool wasn't wrong - it simply didn't produce an answer where one exists.
UnknownThe tool returned "unknown," "unverifiable," or an equivalent status - no verdict at all.
MissingThe tool returned no result for the address: processing failure, dropped row, or an address the tool refused to accept.
Insight icon

Why a catch-all or unknown verdict counts against a tool's score:

the address has a determinable answer, and the customer paid for it. A tool that returns "catch-all" where "valid" or "invalid" can be established has failed to resolve the address. Failed-to-validate verdicts are reported as their own category, separate from inaccurate results, because a non-answer and a wrong answer are different failures - but neither is the answer the customer paid for, and neither counts as accurate.

Test execution

All tests were conducted in the last two weeks of July 2026. Each tool was tested via its standard paid product, on the same list, with no special configuration.

Known limitations

Self-conducted; snapshot in time (July 2026) - mailbox providers change behaviour continuously; the test list is deliberately adversarial, so scores here will be lower than on typical customer lists for every tool tested.

Ready to see this accuracy on your list?

ZeroBounce led at 98.0% on the hardest-to-validate domains. Test your list free with 100 credits - no commitment.

Test your list free - 100 creditsSee the accuracy guarantee

The third party names and related marks featured on this page are the trademarks of such third party owners. Hertza L.L.C., dba ZeroBounce is not affiliated with any of the third party companies featured on this page.

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Every tool verified the same list of 9,901 real-world addresses, drawn from the domain pools that are hardest to validate, through its standard paid product during the last two weeks of July 2026. Each tool's verdicts were compared against ground truth: wherever tools disagreed, deliverability engineers manually verified the address to establish the correct answer.

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