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: 132 citing works indexed to date, including the current year. Dependents: no reading in the scored panel. 2,476 GitHub stars, recorded, not scored. Measured 2026-09-26 for Graphormer; sources linked below.

commits/wk 0.3 averaged, trailing window niche median 0 (n = 19) last commit week 2026-09-20 measured · GitHub ·
citations 132 all years, indexed to date niche median 433 (n = 19) measured · OpenAlex ·
direct dependents not in the scored panel partition 2026-09-26 niche median 5 (n = 2) no reading · deps.dev snapshot ·
stars 2,476 recorded, not scored niche median 1,859 (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.

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

line chart: Graphormer, weekly commits, 4 in latest week vs niche median 0, 2025-09-28 to 2026-09-20
Graphormer averaged 0.3 commits a week; niche median 0. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-02000
2026-08-09000
2026-08-16000
2026-08-23000
2026-08-30000
2026-09-06000
2026-09-13000
2026-09-20400
heatmap chart: Graphormer, weeks with commits, 2 of 26, 2026-03-29 to 2026-09-20
2 of the last 26 captured weeks had commits for Graphormer. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-280
2025-10-050
2025-10-120
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

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.30.20.30 to 0.3GitHub, trailing 12 weeks2026-09-26Public query0
Citing works1322no reading129 to 132OpenAlex, all years2026-09-26Public query131
Direct dependentsno readingno readingno readingno readingDirect dependents2026-09-26Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars2,4763no reading2,459 to 2,476GitHub stars, unscored2026-09-26Public query2,472

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How many citations does Graphormer have?

132 citing works indexed to date, including the current year (registry median 489 among systems with a scored citation axis); yearly slope over 6 completed years 0.068/yr.

bar chart: Graphormer, citing works, 132 vs niche median 433, 2020-2025 completed years
132 OpenAlex citing works for Graphormer; niche median 433. OpenAlex · .
OpenAlex citing works by completed calendar year
YearCiting works
20201
202114
202231
202330
202426
202522
Total indexed to date, including current year132

OpenAlex · period 2020 to 2025 · n = 6 years · method completed calendar years · updated · version 9d2fe956adbc-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 2026-09-26. 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 2026-09-26. urn:evidaxis:claim:e_8HVZ2FE02WG:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_8HVZ2FE02WG/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-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, 2026-09-26
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
AlphaFold33.416,030no reading8,590
BioEmu2.1287no reading883
Boltz048924,219
Chai-10433no reading2,000
DeepChem0.83,22487,019
DiffDock0361no reading1,576
DiffSBDD0232no reading531
ESM / ESMFold06,142no reading4,170
Foldseek2.52,617no reading1,299
gnina0907no reading982
Graphormer0.3132no reading2,476
LigandMPNN0225no reading637
OpenFold0505no reading3,433
ProteinMPNN02,108no reading1,859
Protenix0.2134no reading2,063
RFdiffusion0.12,270no reading3,058
SaProt0252no reading634
TorchDrug032no reading1,586
Uni-Mol0332no reading1,162

Evidaxis snapshot · period 2026-09-26 · n = 19 systems · method medians of measured values · updated · version 9d2fe956adbc-b1 · CSV for this niche

What changed since the last snapshot?

3 published readings changed between snapshots fcfd3a7ccdcb and 9d2fe956adbc.

slope chart: Graphormer, changed published values, 3, 2026-09-19 to 2026-09-26
3 published values changed for Graphormer since 2026-09-19. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week00.30.3
Citing works1311321
Direct dependentsno readingno readingno reading
Stars2,4722,4764

Evidaxis snapshots · period 2026-09-19 to 2026-09-26 · n = 17 partitions · method paired snapshot values · updated · version 9d2fe956adbc-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 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-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: package outside the frozen m3 panel (2026-07-21), a coverage state, not a measured zero. Unscored daily count: no reading (2026-09-26).

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 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 14 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 · 2026-09-26
Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 19 in cohort
percentile 89 within cohort p25 p50 p75 p0 p100
percentile
p89
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+3.08 within cohort, log-slope +0.013/wk.0+3.08
velocity z
+3.08 σ
slope
+0.013/wk
· Evidaxis snapshot · 2026-09-26
log-slope +0.013/wk
citation z
citation z gaugecitation z-0.23 within cohort, log-slope +0.068/yr.0-0.23
citation z
-0.23 σ
slope
+0.068/yr
· Evidaxis snapshot · 2026-09-26
log-slope +0.068/yr
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
19
systems measured
weekly commits
0.3
Development velocity axis: measured.
total citations
132
Citation axis: measured.
momentum
67.8
percentile p89
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: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 1 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: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 4 commits
weeks
26
peak/wk
4
active
2
total
5
· Evidaxis snapshot · 2026-09-26
citations by yeartotal 132
Citations by year2020: 1, 2021: 14, 2022: 31, 2023: 30, 2024: 26, 2025: 22, 2026: 8. Total 132 citations.2020: 1 citations2012021: 14 citations21142022: 31 citations22312023: 30 citations23302024: 26 citations24262025: 22 citations25222026: 8 citations268
total cites
132
years
7
latest yr
8
· Evidaxis snapshot · 2026-09-26
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +22.24, regime accelerating. prior slope +0.002, recent slope +0.053 per week. +0.002prior 39w+0.053recent 13w+22.24×
swing
+22.24×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
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 · · m3
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
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 17 of 17 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; 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
AlphaFold351.161
BioEmu84.8100
Boltz45.528
Chai-112.70
DeepChem6183
DiffDock47.544
DiffSBDD45.422
ESM / ESMFold54.572
Foldseek72.294
gnina40.117
Graphormer67.889
LigandMPNN46.133
OpenFold48.550
ProteinMPNN46.839
Protenix12.96
RFdiffusion32.611
SaProt54.978
TorchDrug48.656
Uni-Mol52.467

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt