Multimodal Foundation Models · n = 13 ·zai-org/GLM-V
1 of 3 axes measurable · conf low
convergence gate
gate
0 of 3 axes
Gate: not computable — 1 of 3 axes measurable
Gate: not computable — 1 of 3 axes measurable
position in cohort distributionone of 13 in cohort
percentile
p83
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z
+2.46 σ
slope
+0.008/wk
log-slope +0.008/wk
citation z
∅no citation axis
Citation source: not measured.
direct-dependents z
∅no citation axis
Direct-dependents axis: no admitted own package; not measured.
cohort
13
systems measured
weekly commits
0.3
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
80.7
percentile p83
commit heatmap, last 26 weeks0.3/wk
weeks
26
peak/wk
2
active
6
total
7
citations by yearCitation source: not measured.
∅Citation source: not measured.
GLM-V holds an Evidaxis momentum score of 80.7 of 100 on methodology m4, snapshot 2026-10-10, measured within the Multimodal Foundation Models cohort (n = 13). Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable
Derived signals
second-order reads, computed from the published series
Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state
until the data supports them. A reserved signal shows its reason, never a fabricated number.
How these are computed.
swing
+3.67×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 ·· m4
commit Sharpereserved: <26 non-zero commit weeks
changepoint
none detected
snapshot 1 of 1 ·· m4
code-leads-citation lagreserved
reserved: citation series too short / axis absent for cross-correlation
status
reserved
value
insufficient data
snapshot 1 of 1 ·· m4
axis alpha vs cohortreserved
reserved: cohort N too small for regression (power ~0)
status
reserved
value
insufficient data
snapshot 1 of 1 ·· m4
gate ETAreserved
reserved: needs snapshot history (1 snapshot exists)
status
reserved
value
insufficient history
snapshot 1 of 1 ·· m4
methodology gate
snapshot 1 of 1 ·· m4
commit weeks
52
citation years
0
shipped
2
reserved
4
shipped
recency-swing
commit-changepoint
reserved
commit-sharpe
code-leads-citation-lag
axis-alpha
gate-eta
snapshot 1 of 1 ·· m4
Measurement states
GLM-V is under weekly measurement. History: 14 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: no admitted own package; not measured. Gate: not computable — 1 of 3 axes measurable