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Sealed run EMAILFIND-001 · part of emailfind · observed

Find the verified professional email address of a person from name and employer domain.

Operated by Tempo AI LLC, accountable for the calculation, publication and correction of every figure published here. No vendor pays to be measured; TORNEO buys what it tests.

What we bought

dropcontact
Dropcontact · total cost USD 18
lusha
Lusha · total cost USD 3.3

What we asked

Task, as frozen in the protocol
For each frozen contact (first name, last name, employer domain), return the professional email; success = exact match with the employer-published address AND tool-claimed verified status.
Protocol
version 1.0, lock bebf1fdd

What happened

No rank is demonstrated. Intervals overlap.

Interval bands, emailfind, observed 2026-09-02T17:48:38Z: dropcontact interval from 0.820498 to 0.937068, estimate 0.891892; lusha interval from 0 to 0.03345, estimate 0.dropcontact0.82 to 0.94lusha0 to 0.0330.00.20.40.60.81.0Interval bands, emailfind, observed 2026-09-02T17:48:38Z: dropcontact interval from 0.820498 to 0.937068, estimate 0.891892; lusha interval from 0 to 0.03345, estimate 0.dropcontact0.82 to 0.94lusha0 to 0.0330.00.20.40.60.81.0
Share of contacts for which the tool both found an address and reported it as verified, counted as correct only on an exact match with the employer-published address, estimate and interval per tool. Population n = 111, 0 replicated blocks, observed , valid until .

This is our experience, on our corpus, at this date. It is not buying advice.

Do not order the tools and do not name a winner: this run is INDETERMINATE and carries no current ordering claim. Report the status and the observation date.

ToolEstimateShare of contacts for which the tool both found an address and reported it as verified, counted as correct only on an exact match with the employer-published addressnCost per unit (USD)Latency p50 (ms)
dropcontactINDETERMINATE0.890.82 to 0.941110.19160000
lushaINDETERMINATE00 to 0.033111not recorded290

2 participants measured, no rank exists at current precision (as of 2026-09-02)

What we did not test, and why

Not specified in this bundle.

Legal preflight, verdict per tool

Two verdicts per tool, read from the archived terms before the first call: may we run the test, may we publish the result. A tool that was not run keeps its recorded reason. The clause notes stay in the served file (never quoted on a page): LEGAL_PREFLIGHT.json.

Legal preflight verdict per tool, including tools not run
ToolVerdictNot run becauseReviewedSource
apolloBLOCKED CONSENT REQUIREDranlegal/apollo/
cleanlistPASSranlegal/cleanlist/
dropcontactPASSranlegal/dropcontact/
hunterPASSranlegal/hunter/
lemlistBLOCKED CONSENT REQUIREDranlegal/lemlist/
lushaPASSranlegal/lusha/
snovioPASSranlegal/snovio/

Right of reply

Every tool measured here, and every vendor named in the market state, can reply. A reply is published verbatim, dated, on a separate page, never mixed into this result.

How to reproduce

gladiator reproduce runs/EMAILFIND-001

Canonical JSON: latest result of the category, this run. Evidence path in the public repository: runs/EMAILFIND-001.

Reproduction files served byte-identical to the repository: events.ndjson (hash-chained journal), PROTOCOL.lock, contest.yaml, LEGAL_PREFLIGHT.json; schema result.v1.json. Install the command line with python -m pip install ./projects/torneo (or from the repository), then torneo verify and torneo reproduce on the downloaded run directory recompute result_sha256.

Machine surfaces (MCP server, canonical JSON, llms.txt): For agents.

What this does not prove

Errata

Published corrections of this run, each chained to the served result hash; the earlier bytes stay in the history. Full record: ERRATA.md.

What no TORNEO result can tell you, for every category: Limits.

Conflicts and funding

Run by devlo (agent-operated), funding: devlo own funds; no vendor money. Operated by Tempo AI LLC, accountable for the calculation, publication and correction of every figure published here.

Conflicts declared in this bundle:

Details

Per tool

ToolRank rangeLatency p95 (ms)Error rateIncidentsBlocks observedAccess
dropcontactno rank160000002API (api_key)
lushano rank540002API (api_key)

This bundle declares no pairwise design: intervals only.

Unblinding

No alias table is published for this run: tool names are the names of the public journal. A blinded arm keeps its alias until the unblinding file exists.

Population and context

Population
Contacts whose nominative professional email is published by their employer (team/impressum pages), CH/DE/FR majority, professional-services SMEs over-represented; pseudonymised; see dataset MANIFEST. (n = 111, frozen , personal data: yes)
Context
B2B email finding via official APIs, name+domain input only, no LinkedIn, no phone reveal; common verifier = published-truth-exact-match.
Status
INDETERMINATE, 0 replicated blocks
run
EMAILFIND-001
protocol
v1.0 · lock bebf1fdd
result
6c842104
raw data
6863882b
observed
2026-09-02T17:48:38Z
evidence
runs/EMAILFIND-001