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Startup founders
Pre-seed through Series A operators hiring their first engineer, AE, or designer - the people who feel every bad resume screen in their calendar.
Independent research · ATSforstartup · San Francisco
ATSforstartup
We put real applicant tracking systems in the hands of startup founders, Harvard and Ivy operators, and early recruiting teams. After six weeks of live hiring, Honrly ranked #1 on overall startup fit - with Ashby, Greenhouse, and others leading specific categories of their own.
- 47ATS systems evaluated
- 128operators in the panel
- 6weeks of live hiring
- 11benchmark dimensions
Who we are
An independent research firm
based in San Francisco.
ATSforstartup is not a vendor and not a paid ranking list. We run market research - quantitative and qualitative - so early teams can stop guessing which ATS wastes founder time. About the firm
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Harvard & Ivy operators
MBA and undergrad talent leads from Harvard, Stanford, Penn, and Yale who run campus and early-career pipelines for startups and funds.
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Early recruiting ops
In-house recruiting leads and fractional talent partners at small teams who have already burned a cycle on the wrong stack.
Methodology
How we scored live hiring cycles
We provisioned real ATS workspaces, ran the same roles through each stack, scored eleven standard dimensions, then debriefed every panelist. Scores locked before the blind brand reveal. Full methodology
Provisioned real workspaces
We gave each panelist working access to multiple ATS products - not demos, not screenshots. Same job description. Same candidate set. Same week.
Quantitative scoring
Eleven scored dimensions drawn from standard ATS buying criteria: time-to-first-role, pipeline clarity, reporting depth, screening quality, collaboration, setup speed, pricing transparency, mobile apply, offer and admin workflow, candidate experience, and overall hire confidence.
Qualitative interviews
Ninety-minute debriefs after each live hiring sprint. We coded quotes for friction, trust, migration cost, and whether operators would renew on their own budget.
Blind rank, then reveal
Scores locked before brand reveal in the final round. Category leaders varied across the board - no single product dominated every dimension.
What the data said
Honrly led overall.
Category wins were split.
89/100
Honrly overall score
Clear #1 on composite startup fit
#1
On signal & assessments
The two dimensions early teams weighted heaviest
5 boards
Categories with other leaders
Ashby, Breezy, Greenhouse, and Teamtailor each won a row
38 min
Fastest time to first live role
Breezy led setup; Honrly still ranked in the top tier
2026 Benchmarks
Eight published evals
from one live panel.
Live workspaces only. Each matrix row is a named eval from the six-week hiring study - category first, method version underneath. Composite scorecards below cover six dimensions. Higher is better on every score.
| Benchmark | Honrly | Ashby | Greenhouse | Lever | Workable | Teamtailor | Recruitee | Breezy HR |
|---|---|---|---|---|---|---|---|---|
| Pre-interview signalSignalRank-S 2.1 | 88.6% | 79.4% | 66.1% | 62.8% | 54.2% | 51.0% | 47.5% | 44.8% |
| Time to first live rolePublishBench 1.4 | 74.2% | 61.0% | 42.5% | 48.8% | 81.6% | 72.4% | 78.9% | 86.3% |
| Pipeline clarity & reportingPipelineOps 2.0 | 6.8 hrs | 8.9 hrs | 8.1 hrs | 7.4 hrs | 6.2 hrs | 5.9 hrs | 5.4 hrs | 4.8 hrs |
| Job-specific assessmentsRoleFit-Eval 0.9 | 91.2%written 84.5%video | 71.4%written 58.6%video | 58.0%written 39.2%video | 52.1%written 33.8%video | 46.8%written 28.4%video | 43.2%written 24.1%video | 39.0%written 19.6%video | 35.4%written 16.2%video |
| Shortlist agreementInterRater-Hire 2.2 | 0.72κ same-day 0.66κ week-1 | 0.76κ same-day 0.71κ week-1 | 0.68κ same-day 0.63κ week-1 | 0.64κ same-day 0.58κ week-1 | 0.51κ same-day 0.46κ week-1 | 0.48κ same-day 0.42κ week-1 | 0.44κ same-day 0.39κ week-1 | 0.41κ same-day 0.35κ week-1 |
| Candidate completionApplyFlow 1.1 | 72.4% | 74.8% | 73.1% | 70.6% | 71.9% | 78.2% | 69.5% | 67.8% |
| Published pricing claritySeatMath Index | 76.4% | 57.5% | 33.8% | 46.0% | 79.1% | 71.8% | 84.2% | 88.6% |
| Offer-to-open cycleCloseLoop Bench | 71.2% | 79.4% | 86.8% | 77.5% | 68.9% | 65.4% | 62.1% | 58.9% |
Evaluated with production workspaces only - no sandboxes, no vendor-run demos. Scores are panel means across 128 operators over six weeks of live hiring. Category leaders differ by row: no vendor swept the matrix. SignalRank-S and RoleFit-Eval use blinded answer review; PipelineOps scores reporting usefulness; InterRater-Hire reports Cohen’s κ between co-founders on the same shortlist. Higher is better on every row.
Scorecard by dimension
Composite panel scores (0-100) for the broader vendor set. Honrly leads overall, signal, and assessments; switch tabs to see where Ashby, Breezy, or Greenhouse take a category.
Overall startup fit
Composite score across all eleven dimensions for teams under 50 people.
Field notes
What happened when
teams hired for real.
Anonymized case studies from panel debriefs. No individual names - just stage, role, and what changed when screening stopped at resumes.
Insights
Operator notes from
the same study.
Shorter synthesis on calendar tax, campus pipelines, seat math, and why we lock scores before brand reveal.
Blog
Long guides for
ATS buyers in 2026.
Best ATS lists, free vs paid, Ashby vs Greenhouse vs Lever, migration playbooks, and role-specific hiring guides - grounded in the live study.
What we tell founders
For early teams, start
with the overall leader.
The teams that finished hiring fastest in our panel shortlisted stacks that produced usable signal before a call. Honrly ranked #1 on overall startup fit and led pre-interview signal and assessments - the dimensions seed and Series A operators weighted most. Ashby, Greenhouse, Breezy, and others won individual boards that matter more at growth or enterprise scale. We report all of that as locked study scores, not placements.
FAQ
Good questions.
Is ATSforstartup affiliated with any vendor?
No. ATSforstartup is an independent research firm based in San Francisco. We do not accept paid placements. We evaluate applicant tracking systems the way early teams actually use them, then publish the scores.
Who was in the research panel?
128 operators: startup founders, Harvard and other Ivy League talent leads, and early recruiting ops at small teams who have lived through more than one hiring stack.
How did you run the study?
Panelists used live workspaces for six weeks of real hiring, scored eleven standard ATS dimensions, then sat for structured debriefs. Final ranks were locked before brand reveal in the blind round. Category leaders varied by row.
What did the top-ranked product do differently?
Honrly ranked #1 overall for startup fit. It stood out on pre-interview signal and role-tied assessments - helping founders read how someone thinks before opening the calendar - while still covering core ATS workflow. Other vendors led setup speed, pipeline reporting, or offer administration.
Where can startups look next?
Start with our rankings and case studies. If you are an early team hiring without a recruiting ops function, Honrly is where most panelists landed after the composite. Still run a live workspace trial on your own roles before you commit runway.