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 8 within cohort p25 p50 p75 p0 p100
percentile
p8
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-3.00 within cohort, log-slope -0.010/wk.0-3.00
velocity z
-3.00 σ
slope
-0.010/wk
log-slope -0.010/wk
citation z Citation axis: insufficient source coverage (source returned too few observations).
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
13
systems measured
weekly commits
0.8
Development velocity axis: measured.
total citations
n/a
Citation axis: insufficient source coverage (source returned too few observations).
momentum
12.5
percentile p8
commit heatmap, last 26 weeks0.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 8 in a week, 13 active weeks, 32 total.week 1: 1 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 1 commitsweek 6: 1 commitsweek 7: 8 commitsweek 8: 8 commitsweek 9: 0 commitsweek 10: 1 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 3 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 1 commitsweek 18: 1 commitsweek 19: 1 commitsweek 20: 1 commitsweek 21: 0 commitsweek 22: 4 commitsweek 23: 0 commitsweek 24: 1 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
8
active
13
total
32
citations by yearCitation axis: insufficient source coverage (source returned too few observations).

MiniCPM-V holds an Evidaxis momentum score of 12.5 of 100 on methodology m3, snapshot 2026-09-26, 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 +0.40, regime recent slope below prior window. prior slope +0.025, recent slope +0.010 per week. +0.025prior 39w+0.010recent 13w+0.40×
swing
+0.40×
regime
recent slope below prior window
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
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
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 · · m3

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: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: insufficient source coverage (source returned too few observations). Direct-dependents axis: outside the frozen panel; 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
50
p67
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
DeepSeek-VL2 Multimodal Foundation Models
1 of 3 axes measurable
50
p75
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
Eagle 2.5 Multimodal Foundation Models
1 of 3 axes measurable
13
p17
vel -3.00 cit no axis deps no axis
axis dials
-3.00 n/a n/a
FastVLM Multimodal Foundation Models
1 of 3 axes measurable
85
p100
vel +2.83 cit no axis deps no axis
axis dials
+2.83 n/a n/a
GLM-V Multimodal Foundation Models
1 of 3 axes measurable
13
p0
vel -3.00 cit no axis deps no axis
axis dials
-3.00 n/a n/a
InternVL Multimodal Foundation Models
1 of 3 axes measurable
50
p50
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a

Full Multimodal Foundation Models cohort →

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
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 m3 snapshot 9d2fe956adbc period 2026-w39 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, MiniCPM-V, entity e_3JZ11S1QS33, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_3JZ11S1QS33:m3:2026-09-26