Evidaxis

MiniCPM-V

repo
Multimodal Foundation Models · n = 13 · OpenBMB/MiniCPM-V
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable — 1 of 3 axes measurable

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 13 in cohort
percentile 17 within cohort p25 p50 p75 p0 p100
percentile
p17
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-2.76 within cohort, log-slope -0.007/wk.0-2.76
velocity z
-2.76 σ
slope
-0.007/wk
log-slope -0.007/wk
citation z Citation axis: insufficient source coverage (source returned too few observations).
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
13
systems measured
weekly commits
2.6
Development velocity axis: measured.
total citations
n/a
Citation axis: insufficient source coverage (source returned too few observations).
momentum
15.5
percentile p17
commit heatmap, last 26 weeks2.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 22 in a week, 13 active weeks, 55 total.week 1: 8 commitsweek 2: 8 commitsweek 3: 0 commitsweek 4: 1 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 3 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 1 commitsweek 12: 1 commitsweek 13: 1 commitsweek 14: 1 commitsweek 15: 0 commitsweek 16: 4 commitsweek 17: 0 commitsweek 18: 1 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 22 commitsweek 24: 2 commitsweek 25: 2 commitsweek 26: 0 commits
weeks
26
peak/wk
22
active
13
total
55
citations by yearCitation axis: insufficient source coverage (source returned too few observations).

MiniCPM-V holds an Evidaxis momentum score of 15.5 of 100 on methodology m5, snapshot 2026-11-07, 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.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +4.81, regime accelerating. prior slope +0.008, recent slope +0.040 per week. +0.008prior 39w+0.040recent 13w+4.81×
swing
+4.81×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit Sharpereserved: <26 non-zero commit weeks
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-10-17), slope change -6.556 commits per week.2026-10-17
date
week
49 of 52
Δslope
-6.556/wk
snapshot 1 of 1 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
commit weeks
52
citation years
3
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m5

Reconstructed history

MiniCPM-V reconstructed weekly commits18 points, range 1 to 28 commits/wk.
min
1 commits/wk
max
28 commits/wk
latest
1 commits/wk
points
18

Weekly commits over the past year, reconstructed from git history (GitHub commit_activity). This is reconstructed, not a point-in-time capture. Evidaxis captures the Type-2 signals (watchers, issues, dependents) live and never backfills them; those are the moat.

Measurement states

MiniCPM-V is under weekly measurement. History: 19 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: insufficient source coverage (source returned too few observations). Direct-dependents axis: no admitted own package; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

OpenBMB/MiniCPM-V development-velocity axis
OpenAlex paper citation-momentum axis

Others in Multimodal Foundation Models

DeepSeek-OCR Multimodal Foundation Models
1 of 3 axes measurable
53
p67
vel +0.22 cit no axis deps no axis
axis dials
+0.22 n/a n/a
DeepSeek-VL2 Multimodal Foundation Models
1 of 3 axes measurable
49
p33
vel -0.05 cit no axis deps no axis
axis dials
-0.05 n/a n/a
Eagle 2.5 Multimodal Foundation Models
1 of 3 axes measurable
11
p8
vel -3.11 cit no axis deps no axis
axis dials
-3.11 n/a n/a
FastVLM Multimodal Foundation Models
1 of 3 axes measurable
88
p100
vel +3.01 cit no axis deps no axis
axis dials
+3.01 n/a n/a
GLM-V Multimodal Foundation Models
1 of 3 axes measurable
85
p83
vel +2.81 cit no axis deps no axis
axis dials
+2.81 n/a n/a
InternVL Multimodal Foundation Models
1 of 3 axes measurable
51
p42
vel +0.07 cit no axis deps no axis
axis dials
+0.07 n/a n/a

Full Multimodal Foundation Models cohort →

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
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
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

entity_id e_3JZ11S1QS33 methodology m5 snapshot 868e3c39d9c7 period 2026-w45 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m5, never edited by hand. Cite as: “Evidaxis, MiniCPM-V, entity e_3JZ11S1QS33, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_3JZ11S1QS33:m5:2026-11-07