Hire the humans already
worth ten of yours.

Live-benchmarked, AI-certified talent. Recalibrated every 24 hours so the bar always rises. Recruit from the 90th percentile before your competitors do.

Compounding advantage2021-2026
202120222023202420252026Strategic outputAI-proficient competitorCurrent hiring plan100 stepsahead by 2026
2021
1x
2022
2x
2023
5x
2024
14x
2025
38x
2026
100+
2021near parity
5 yrscompounding
100steps ahead
8.4xmedian multiplier of placed hires
11.2 daysavg. time-to-offer
94%90-day retention
$22Kflat fee · refunded if <90d
Pulled from by
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Live · refreshed every 60 seconds

The talent your competitors are already looking at.

Every certified professional is benchmarked against the current median performance of their role — and the bar rises as the world upskills, so they have to keep clearing it. Tell us your open roles and we'll match certified people to them.

Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
SH
Sarah H.
Operations Lead·Austin, TX
6.1x
Operations Leadvs. median ops
workflow automationinternal tools
available nowExam 902
MR
Marcus R.
Data Scientist·Toronto
9.8x
Data Scientistvs. median DS
eval frameworksagent benchmarks
in demand · 6 offersExam 955
AK
Aisha K.
Designer·Berlin
7.3x
Designervs. median designer
prompt-to-figmadesign systems
available nowExam 928
Top 1%
JT
Jamal T.
Software Engineer·Remote (EST)
12.7x
Software Engineervs. median dev
Claude CodeinfraRust
in demand · 6 offersExam 974
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
SH
Sarah H.
Operations Lead·Austin, TX
6.1x
Operations Leadvs. median ops
workflow automationinternal tools
available nowExam 902
MR
Marcus R.
Data Scientist·Toronto
9.8x
Data Scientistvs. median DS
eval frameworksagent benchmarks
in demand · 6 offersExam 955
AK
Aisha K.
Designer·Berlin
7.3x
Designervs. median designer
prompt-to-figmadesign systems
available nowExam 928
Top 1%
JT
Jamal T.
Software Engineer·Remote (EST)
12.7x
Software Engineervs. median dev
Claude CodeinfraRust
in demand · 6 offersExam 974
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
RK
Ravi K.
Recruiter·Mumbai
5.4x
Recruitervs. median recruiter
sourcing pipelinesoutreach
available nowExam 887
Top 1%
TS
Tomás S.
Software Engineer·Buenos Aires
18.3x
Software Engineervs. median dev
multi-agentevals at scale
in demand · 6 offersExam 991
NW
Nadia W.
Content Strategist·Cape Town
9.1x
Content Strategistvs. median writer
brand voicelong-form ops
available nowExam 933
BC
Ben C.
Finance Analyst·London
6.8x
Finance Analystvs. median analyst
model auditsFP&A automation
interviewingExam 911
Top 1%
HK
Hye-Jin K.
Software Engineer·Seoul
15.6x
Software Engineervs. median dev
systems promptsbackend
available nowExam 988
OF
Olivia F.
Customer Success·Dublin
4.9x
Customer Successvs. median CSM
support opsknowledge bases
available nowExam 879
Top 1%
VG
Viktor G.
Data Scientist·Warsaw
13.1x
Data Scientistvs. median DS
RAG pipelineslabeling agents
in demand · 6 offersExam 970
Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
RK
Ravi K.
Recruiter·Mumbai
5.4x
Recruitervs. median recruiter
sourcing pipelinesoutreach
available nowExam 887
Top 1%
TS
Tomás S.
Software Engineer·Buenos Aires
18.3x
Software Engineervs. median dev
multi-agentevals at scale
in demand · 6 offersExam 991
NW
Nadia W.
Content Strategist·Cape Town
9.1x
Content Strategistvs. median writer
brand voicelong-form ops
available nowExam 933
BC
Ben C.
Finance Analyst·London
6.8x
Finance Analystvs. median analyst
model auditsFP&A automation
interviewingExam 911
Top 1%
HK
Hye-Jin K.
Software Engineer·Seoul
15.6x
Software Engineervs. median dev
systems promptsbackend
available nowExam 988
OF
Olivia F.
Customer Success·Dublin
4.9x
Customer Successvs. median CSM
support opsknowledge bases
available nowExam 879
Top 1%
VG
Viktor G.
Data Scientist·Warsaw
13.1x
Data Scientistvs. median DS
RAG pipelineslabeling agents
in demand · 6 offersExam 970
Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
Top 1%
TS
Tomás S.
Software Engineer·Buenos Aires
18.3x
Software Engineervs. median dev
multi-agentevals at scale
in demand · 6 offersExam 991
Top 1%
HK
Hye-Jin K.
Software Engineer·Seoul
15.6x
Software Engineervs. median dev
systems promptsbackend
available nowExam 988
Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
Top 1%
VG
Viktor G.
Data Scientist·Warsaw
13.1x
Data Scientistvs. median DS
RAG pipelineslabeling agents
in demand · 6 offersExam 970
Top 1%
JT
Jamal T.
Software Engineer·Remote (EST)
12.7x
Software Engineervs. median dev
Claude CodeinfraRust
in demand · 6 offersExam 974
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
MR
Marcus R.
Data Scientist·Toronto
9.8x
Data Scientistvs. median DS
eval frameworksagent benchmarks
in demand · 6 offersExam 955
NW
Nadia W.
Content Strategist·Cape Town
9.1x
Content Strategistvs. median writer
brand voicelong-form ops
available nowExam 933
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
AK
Aisha K.
Designer·Berlin
7.3x
Designervs. median designer
prompt-to-figmadesign systems
available nowExam 928
BC
Ben C.
Finance Analyst·London
6.8x
Finance Analystvs. median analyst
model auditsFP&A automation
interviewingExam 911
SH
Sarah H.
Operations Lead·Austin, TX
6.1x
Operations Leadvs. median ops
workflow automationinternal tools
available nowExam 902
RK
Ravi K.
Recruiter·Mumbai
5.4x
Recruitervs. median recruiter
sourcing pipelinesoutreach
available nowExam 887
OF
Olivia F.
Customer Success·Dublin
4.9x
Customer Successvs. median CSM
support opsknowledge bases
available nowExam 879
Top 1%
TS
Tomás S.
Software Engineer·Buenos Aires
18.3x
Software Engineervs. median dev
multi-agentevals at scale
in demand · 6 offersExam 991
Top 1%
HK
Hye-Jin K.
Software Engineer·Seoul
15.6x
Software Engineervs. median dev
systems promptsbackend
available nowExam 988
Top 1%
MO
Maya O.
Software Engineer·Brooklyn, NY
14.2x
Software Engineervs. median dev
LLM evalagentic systemsTypeScript
available nowExam 982
Top 1%
VG
Viktor G.
Data Scientist·Warsaw
13.1x
Data Scientistvs. median DS
RAG pipelineslabeling agents
in demand · 6 offersExam 970
Top 1%
JT
Jamal T.
Software Engineer·Remote (EST)
12.7x
Software Engineervs. median dev
Claude CodeinfraRust
in demand · 6 offersExam 974
LW
Lin W.
Product Manager·San Francisco
11.4x
Product Managervs. median PM
spec writingPRDsresearch synthesis
available nowExam 967
EP
Elena P.
Sales Engineer·Lisbon
10.2x
Sales Engineervs. median SE
demo automationPOC scripts
available nowExam 949
MR
Marcus R.
Data Scientist·Toronto
9.8x
Data Scientistvs. median DS
eval frameworksagent benchmarks
in demand · 6 offersExam 955
NW
Nadia W.
Content Strategist·Cape Town
9.1x
Content Strategistvs. median writer
brand voicelong-form ops
available nowExam 933
DM
Devansh M.
Growth Marketer·Bengaluru
8.6x
Growth Marketervs. median marketer
paid acquisitioncreative opsClaude pipelines
interviewingExam 941
AK
Aisha K.
Designer·Berlin
7.3x
Designervs. median designer
prompt-to-figmadesign systems
available nowExam 928
BC
Ben C.
Finance Analyst·London
6.8x
Finance Analystvs. median analyst
model auditsFP&A automation
interviewingExam 911
SH
Sarah H.
Operations Lead·Austin, TX
6.1x
Operations Leadvs. median ops
workflow automationinternal tools
available nowExam 902
RK
Ravi K.
Recruiter·Mumbai
5.4x
Recruitervs. median recruiter
sourcing pipelinesoutreach
available nowExam 887
OF
Olivia F.
Customer Success·Dublin
4.9x
Customer Successvs. median CSM
support opsknowledge bases
available nowExam 879
The multiplier · explained

Skills priced against a moving market.

"10x engineer" used to be a feeling. It isn't anymore. Every certification we issue is benchmarked against the rolling 30-day median of every working professional in that role — not a frozen rubric from 2023.

Your "Senior PM" was 1.0x at hire. They might be 0.6x today. We certify candidates so you know who's running 8–18x the average — and who's below it. Tomorrow, that number recalibrates again.

The old way

Years of experience.

A résumé that says "10 years senior engineer" tells you nothing about whether they use AI to get 10x performance. Half of candidates don't. The ones who can are worth ten of the ones who can't.

The old way

Static certifications.

A 2024 "AI Fundamentals" badge is already stale. The frontier has moved. Their certification has not.

Our way

A live, comparative benchmark.

We test the work, not the words. Output is graded by senior practitioners and automated evaluations against tasks released that quarter. Every certification expires after 90 days — so it never goes stale.

median_benchmarkrefreshed every 24h
exam_categories14 per role · 312 tasks
recertificationevery 90 days
observed_range0.5x — 22.0x
M = output(candidate) / median30d(role)

The output gap

2026 re-certified talent compounds. A 2024 quiz cert does not.

Output2024TimeToday2026 re-certifiedCompounding output2024 quiz certNever re-testedOUTPUT GAPThe work only one of them can do
Static credentials don't compound. That gap is what you are hiring for.
The real math

One wrong hire can destroy a company.

The hidden cost of a sub-1x hire — wasted onboarding, compounding underperformance, the senior who cleans up after them — runs into hundreds of thousands.

Cost of one bad senior hire (industry avg.)$247K
Salary + onboarding + productivity drag + opportunity cost over 18 months. SHRM, 2025.
Productivity gap: median hire vs. 8x certified$184K
Annual output differential, per seat, knowledge-worker roles.
Our flat success fee, per hire$22K
Refunded in full if they don't clear 90 days.
You don't have a hiring problem. You have a compounding productivity-gap problem. Every quarter you wait, the cost in lost output is roughly $184,000 per open seat. We don't fix the hire — we fix the math.
Live activity

The market is moving right now.

Every entry is a real event from the last hour. The talent you saw an hour ago is in someone else's pipeline tonight.

847
certifications issued this week
1,124
active hiring searches by employers
71%
top-tier off-market within 7 days
9 min
median time to first employer view
Market activity3 events / min
2 min agoDevansh M. certified at 8.6x — Growth Marketernew cert
8 min agoSeries-B SaaS requested an intro to Marcus R. — Data Scientistmatched
14 min agoElena P. fielded 3 new offers this weekoffer
20 min agoNew record: 9.1x exam score in Content Strategistmilestone
26 min agoCustomer Success median rose to 1.0x — your old hires are now below averagealert
32 min agoDevansh M. certified at 8.6x — Growth Marketernew cert
38 min agoSeries-B SaaS requested an intro to Marcus R. — Data Scientistmatched
44 min agoElena P. fielded 3 new offers this weekoffer
Inventory · refreshed hourly

What's actually left right now.

Certified senior talent is the constraint. We don't generate it overnight. If you wait for next quarter's budget cycle, these numbers are zero.

Senior 10x+ Engineers
SF · Bay Area
12
−4 this week · 88% reserved
10x+ Product Managers
NYC · Remote (EST)
7
−2 in last 48h · 94% reserved
8x+ Growth Marketers
Remote (Americas)
23
−6 this week · 71% reserved
8x+ Data Scientists
Europe · Remote
18
−3 in last 48h · 76% reserved
Q3 onboarding cohort · 9 employer slots remaining

Your 2026 hiring plan doesn't survive a workforce that just got 10x.

Book a 15-minute call. We'll learn your open roles, walk you through the certification methodology, and quote you a fixed fee. If the multipliers don't change how you think about hiring, you've wasted 15 minutes. That's the worst case.

No retainer Refunded if they don't clear 90 days Avg. response in 2 hours