production epoch —

Benchmarks

Distributions, drift & the signal registry — the inverse-CDF grid every percentile is scored against · v1

live grid · R2

No grid for this combination.

signal	kind	direction	tier	minEvidence	shrinkageK	biased_ref
output_power	heavy_tail_count	higher_better	breadth	0	20
spiking	heavy_tail_count	higher_better	breadth	0	20
on_a_heater	heavy_tail_count	higher_better	breadth	0	20
workhorse	heavy_tail_count	higher_better	breadth	0	20
night_owl	bounded_ratio	descriptive	breadth	15	20
shipper	heavy_tail_count	higher_better	breadth	0	20
architect	heavy_tail_count	higher_better	panel	20	20	✓
surgeon	heavy_tail_count	higher_better	panel	20	20	✓
test_driven	bounded_ratio	higher_better	panel	3	15	✓
refactorer	bounded_ratio	higher_better	panel	20	15	✓
documentarian	heavy_tail_count	higher_better	panel	1	15	✓
magnet	heavy_tail_count	higher_better	breadth	0	20
library_author	sparse_presence	higher_better	breadth	0	10
maintainer	heavy_tail_count	higher_better	breadth	0	20
connector	heavy_tail_count	higher_better	breadth	0	20
tastemaker	sparse_presence	higher_better	breadth	0	10
dependency_central	heavy_tail_count	higher_better	breadth	0	20
ecosystem_pillar	heavy_tail_count	higher_better	breadth	0	20
dev_rank	heavy_tail_count	higher_better	breadth	0	20
deep_domain	heavy_tail_count	higher_better	panel	1	20	✓
ai_native	heavy_tail_count	higher_better	panel	0	20	✓
bleeding_edge	bounded_ratio	higher_better	panel	1	15	✓
polyglot	ordinal	higher_better	breadth	1	10
specialist	bounded_ratio	descriptive	breadth	1	15
moonlighter	sparse_presence	descriptive	breadth	0	10
itchy	sparse_presence	descriptive	breadth	0	10
free_agent	sparse_presence	descriptive	breadth	0	10
shaken_loose	sparse_presence	descriptive	breadth	0	10
originator	heavy_tail_count	higher_better	breadth	0	20
from_scratch	bounded_ratio	higher_better	breadth	15	15
forker	bounded_ratio	lower_better	breadth	15	15
shipped	sparse_presence	higher_better	breadth	0	10
prototyper	sparse_presence	descriptive	breadth	0	10
demo_maker	sparse_presence	descriptive	breadth	0	10
hand_forged	heavy_tail_count	higher_better	panel	20	20	✓
first_principles	bounded_ratio	descriptive	panel	20	15	✓
learner	bounded_ratio	descriptive	breadth	1	15
senior_plus	ordinal	higher_better	breadth	1	10
staff_signal	heavy_tail_count	higher_better	breadth	0	20
discipline	absolute	descriptive	breadth	0	0
full_stack	absolute	descriptive	breadth	0	0
yoe_seniority	ordinal	higher_better	breadth	0	10
reviewer	heavy_tail_count	higher_better	panel	0	20	✓
ci_disciplined	bounded_ratio	higher_better	panel	3	15	✓
responsive	heavy_tail_count	higher_better	panel	0	20	✓
peer_validated	heavy_tail_count	higher_better	panel	0	20	✓
good_taste	heavy_tail_count	higher_better	panel	1	20	✓
tends_the_garden	bounded_ratio	higher_better	panel	1	15	✓
version_discipline	bounded_ratio	higher_better	panel	3	15	✓
owner	bounded_ratio	higher_better	breadth	1	15
finisher	bounded_ratio	higher_better	panel	3	15	✓
clean_committer	heavy_tail_count	higher_better	panel	20	20	✓
clean_hands	absolute	descriptive	panel	1	0	✓
hidden_gem	absolute	descriptive	breadth	0	0
sleeper	absolute	descriptive	breadth	0	0
underrated	absolute	descriptive	breadth	1	0
rising	heavy_tail_count	higher_better	breadth	0	20
builds_for_love	heavy_tail_count	higher_better	breadth	0	20
substance	bounded_ratio	higher_better	breadth	0	15
tourist	bounded_ratio	lower_better	breadth	0	15
student	absolute	descriptive	breadth	0	0
in_region	absolute	descriptive	breadth	0	0
remote_proven	heavy_tail_count	descriptive	breadth	0	20
inferred_employer	absolute	descriptive	breadth	1	0
legend	sparse_presence	higher_better	breadth	0	10
passion	absolute	descriptive	breadth	1	0
learning_velocity	heavy_tail_count	higher_better	breadth	1	20
role_archetype	heavy_tail_count	descriptive	breadth	0	20
leading_indicator	bounded_ratio	higher_better	breadth	1	15
influence_direction	heavy_tail_count	higher_better	breadth	0	20
communication_quality	heavy_tail_count	higher_better	panel	1	20	✓
data_trust	absolute	descriptive	breadth	0	0
just_changed_jobs	absolute	descriptive	breadth	0	0
just_open_to_work	absolute	descriptive	breadth	0	0
heating_up	absolute	descriptive	breadth	0	0
recently_indexed	absolute	descriptive	breadth	0	0

push_count global	p50 7.00 · p90 70.90	1.000	alert
night_owl global	p50 0.10 · p90 0.86	0.007	quiet
issues global	p50 2.00 · p90 16.00	0.000	quiet
forks global	p50 1.00 · p90 6.00	0.000	quiet
repos_touched global	p50 2.00 · p90 13.00	0.000	quiet
prs global	p50 3.00 · p90 32.00	0.000	quiet
reviews_given global	p50 3.00 · p90 48.00	0.000	quiet
stars_given global	p50 2.00 · p90 17.00	0.000	quiet
merged_prs global	p50 0.00 · p90 6.00	—	pending
weekend_push_ratio global	p50 0.09 · p90 0.88	—	pending
distinct_repo_orgs global	p50 1.00 · p90 5.00	—	pending
member_events global	p50 1.00 · p90 5.00	—	pending
created_repos global	p50 1.00 · p90 6.00	—	pending
releases global	p50 2.00 · p90 12.90	—	pending
pr_review_comments global	p50 4.00 · p90 59.00	—	pending
commit_comments global	p50 1.00 · p90 3.00	—	pending
issue_comments global	p50 2.00 · p90 17.00	—	pending
issues_opened global	p50 1.00 · p90 9.00	—	pending