Evidaxis
Dated record

Graphormer

repo · AI Drug Discovery, n = 19 · microsoft/Graphormer · paper: W3169622372 · as of

0.3 commits/week averaged over the trailing window (niche median 0). OpenAlex: 125 citing works indexed to date, including the current year. Dependents: no admitted own package. 2,481 GitHub stars, recorded, not scored. Measured for Graphormer as of 2026-10-10; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 0.3 averaged, trailing window niche median 0 (n = 19) last commit week 2026-09-20 measured · GitHub ·
citations 125 all years, indexed to date niche median 427 (n = 19) measured · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-10 niche median 5 (n = 2) no reading · deps.dev snapshot ·
stars 2,481 recorded, not scored niche median 1,873 (n = 19) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error README badge

Is Graphormer still maintained?

0.3 commits per week averaged over the trailing window (niche median 0/wk, n = 19).

GitHub averaged 0.3 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-20; 3 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: 0 · 52-week range: 0 to 4 commits in an individual week.

line chart: Graphormer, weekly commits, 0 in latest week vs niche median 0, 2025-10-19 to 2026-10-11
Graphormer averaged 0.3 commits a week; niche median 0. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-23000
2026-08-30000
2026-09-06000
2026-09-13000
2026-09-20400
2026-09-27000
2026-10-04000
2026-10-11000
heatmap chart: Graphormer, weeks with commits, 2 of 26, 2026-04-19 to 2026-10-11
2 of the last 26 captured weeks had commits for Graphormer. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-190
2025-10-260
2025-11-020
2025-11-090
2025-11-160
2025-11-230
2025-11-300
2025-12-070
2025-12-140
2025-12-210
2025-12-280
2026-01-040
2026-01-110
2026-01-180
2026-01-250
2026-02-010
2026-02-080
2026-02-150
2026-02-220
2026-03-010
2026-03-080
2026-03-150
2026-03-220
2026-03-290
2026-04-050
2026-04-120
2026-04-190
2026-04-260
2026-05-030
2026-05-100
2026-05-170
2026-05-240
2026-05-310
2026-06-071
2026-06-140
2026-06-210
2026-06-280
2026-07-050
2026-07-120
2026-07-190
2026-07-260
2026-08-020
2026-08-090
2026-08-160
2026-08-230
2026-08-300
2026-09-060
2026-09-130
2026-09-204
2026-09-270
2026-10-040
2026-10-110

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.30.30.30 to 0.3GitHub, trailing 12 weeks2026-10-10Public query0.3
Citing works125-6no reading125 to 132OpenAlex, all years2026-10-10Public query130
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-10Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-10-10Public queryno reading
Stars2,4819no reading2,459 to 2,481GitHub stars, unscored2026-10-10Public query2,477

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How many citations does Graphormer have?

125 citing works indexed to date, including the current year (registry median 438 among systems with a scored citation axis); yearly slope over 6 completed years 0.107/yr.

bar chart: Graphormer, citing works, 125 vs niche median 427, 2020-2025 completed years
125 OpenAlex citing works for Graphormer; niche median 427. OpenAlex · .
OpenAlex citing works by completed calendar year
YearCiting works
20201
202112
202229
202326
202427
202522
Total indexed to date, including current year125

OpenAlex · period 2020 to 2025 · n = 6 years · method completed calendar years · updated · version ad5e404d4f82-b1 · CSV by year

Other indexes count differently. A citation count is the number of citing works an index links to a record on a date; this page counts OpenAlex links to W3169622372 as of 2026-10-10. Check the same work: OpenAlex W3169622372 · Semantic Scholar search · Google Scholar search. Seeing a different number? Report the missing work id.

How to cite Graphormer's record?

Evidaxis. Graphormer measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_8HVZ2FE02WG:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_8HVZ2FE02WG/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

How does Graphormer compare with its niche?

19 systems in AI Drug Discovery; niche median 0 commits per week. The reader chooses the sort order.

dot plot chart: Graphormer, averaged commits per week, 0.3 vs niche median 0, 2026-10-10
Graphormer at 0.3 commits a week among 19 systems; niche median 0. GitHub, current cohort · .
All 19 systems, alphabetical; choose a heading to sort
AlphaFold33.615,552no reading8,632
BioEmu1.1335no reading888
Boltz048024,243
Chai-10427no reading2,001
DeepChem0.53,06487,051
DiffDock0341no reading1,584
DiffSBDD0235no reading533
ESM / ESMFold05,517no reading4,168
Foldseek2.52,614no reading1,304
gnina0867no reading990
Graphormer0.3125no reading2,481
LigandMPNN0282no reading643
OpenFold0438no reading3,436
ProteinMPNN02,073no reading1,873
Protenix0.2127no reading2,078
RFdiffusion02,306no reading3,084
SaProt0240no reading638
TorchDrug030no reading1,589
Uni-Mol0323no reading1,167

Evidaxis snapshot · period 2026-10-10 · n = 19 systems · method medians of measured values · updated · version ad5e404d4f82-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: Graphormer, changed published values, 2, 2026-10-03 to 2026-10-10
2 published values changed for Graphormer since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week0.30.30
Citing works130125-5
Direct dependentsno readingno readingno reading
Stars2,4772,4814

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 19 partitions · method paired snapshot values · updated · version ad5e404d4f82-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for Graphormer, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: no admitted own package, a coverage state, not a measured zero. Unscored daily count: no reading (2026-10-10).

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 16 weekly observations; minimum 4. Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

Gate: computed weekly across the cohort; no convergence event this week

Graphormer

repo
AI Drug Discovery · n = 19 · microsoft/Graphormer
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: measured × Citation momentum: measured × Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: computed weekly across the cohort; no convergence event this week

· Evidaxis snapshot · 2026-10-10
Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 19 in cohort
percentile 100 within cohort p25 p50 p75 p0 p100
percentile
p100
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+3.15 within cohort, log-slope +0.008/wk.0+3.15
velocity z
+3.15 σ
slope
+0.008/wk
· Evidaxis snapshot · 2026-10-10
log-slope +0.008/wk
citation z
citation z gaugecitation z-0.30 within cohort, log-slope +0.107/yr.0-0.30
citation z
-0.30 σ
slope
+0.107/yr
· Evidaxis snapshot · 2026-10-10
log-slope +0.107/yr
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
19
systems measured
weekly commits
0.3
Development velocity axis: measured.
total citations
125
Citation axis: measured.
momentum
67.9
percentile p100
commit heatmap, last 26 weeks0.3/wk
weekly commits, 26 weeks26 weeks of commits, peak 4 in a week, 2 active weeks, 5 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 1 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 4 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
4
active
2
total
5
· Evidaxis snapshot · 2026-10-10
citations by yeartotal 125
Citations by year2020: 1, 2021: 12, 2022: 29, 2023: 26, 2024: 27, 2025: 22, 2026: 8. Total 125 citations.2020: 1 citations2012021: 12 citations21122022: 29 citations22292023: 26 citations23262024: 27 citations24272025: 22 citations25222026: 8 citations268
total cites
125
years
7
latest yr
8
· Evidaxis snapshot · 2026-10-10
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +13.51, regime accelerating. prior slope +0.002, recent slope +0.027 per week. +0.002prior 39w+0.027recent 13w+13.51×
swing
+13.51×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit Sharpereserved: <26 non-zero commit weeks
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m4
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
commit weeks
52
citation years
7
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 19 of 19 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Peer signals
SystemMomentumPercentile
AlphaFold349.461
BioEmu5889
Boltz55.478
Chai-14233
DeepChem40.122
DiffDock47.650
DiffSBDD41.228
ESM / ESMFold57.583
Foldseek38.817
gnina27.16
Graphormer67.9100
LigandMPNN42.539
OpenFold50.867
ProteinMPNN47.344
Protenix13.20
RFdiffusion32.311
SaProt5894
TorchDrug48.656
Uni-Mol53.372

Evidaxis · period 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt