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-2.31 within cohort, log-slope -0.030/wk.0-2.31
velocity z
-2.31 σ
slope
-0.030/wk
log-slope -0.030/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
0.7
Development velocity axis: measured.
total citations
n/a
Citation axis: insufficient source coverage (source returned too few observations).
momentum
21.1
percentile p17
commit heatmap, last 26 weeks0.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 8 in a week, 12 active weeks, 31 total.week 1: 0 commitsweek 2: 1 commitsweek 3: 1 commitsweek 4: 8 commitsweek 5: 8 commitsweek 6: 0 commitsweek 7: 1 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 3 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 1 commitsweek 15: 1 commitsweek 16: 1 commitsweek 17: 1 commitsweek 18: 0 commitsweek 19: 4 commitsweek 20: 0 commitsweek 21: 1 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
8
active
12
total
31
citations by yearCitation axis: insufficient source coverage (source returned too few observations).

MiniCPM-V holds an Evidaxis momentum score of 21.1 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.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -5.67, regime recent slope sign differs from prior window. prior slope +0.013, recent slope -0.074 per week. +0.013prior 39w-0.074recent 13w-5.67×
swing
-5.67×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit Sharpereserved: <26 non-zero commit weeks
commit changepoint52 weekly commit points. Changepoint at week 19 (2026-02-21), slope change -0.836 commits per week.2026-02-21
date
week
19 of 52
Δslope
-0.836/wk
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
gate ETA reserved

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
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 · · m4

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: 15 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
58
p67
vel +0.63 cit no axis deps no axis
axis dials
+0.63 n/a n/a
DeepSeek-VL2 Multimodal Foundation Models
1 of 3 axes measurable
48
p42
vel -0.13 cit no axis deps no axis
axis dials
-0.13 n/a n/a
Eagle 2.5 Multimodal Foundation Models
1 of 3 axes measurable
9
p0
vel -3.32 cit no axis deps no axis
axis dials
-3.32 n/a n/a
FastVLM Multimodal Foundation Models
1 of 3 axes measurable
88
p100
vel +3.04 cit no axis deps no axis
axis dials
+3.04 n/a n/a
GLM-V Multimodal Foundation Models
1 of 3 axes measurable
81
p83
vel +2.46 cit no axis deps no axis
axis dials
+2.46 n/a n/a
InternVL Multimodal Foundation Models
1 of 3 axes measurable
52
p50
vel +0.20 cit no axis deps no axis
axis dials
+0.20 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 m4 snapshot ad5e404d4f82 period 2026-w41 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m4, never edited by hand. Cite as: “Evidaxis, MiniCPM-V, entity e_3JZ11S1QS33, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_3JZ11S1QS33:m4:2026-10-10