Evidaxis

As of 2026-09-26: moondream (Multimodal Foundation Models) is under weekly measurement. Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

moondream

model
Multimodal Foundation Models · n = 13 · m87-labs/moondream
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 25 within cohort p25 p50 p75 p0 p100
percentile
p25
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-2.56 within cohort, log-slope -0.005/wk.0-2.56
velocity z
-2.56 σ
slope
-0.005/wk
log-slope -0.005/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.
cohort
13
systems measured
weekly commits
0
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
18.0
percentile p25
commit heatmap, last 26 weeks0/wk
weekly commits, 26 weeks26 weeks of commits, peak 1 in a week, 1 active weeks, 1 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 1 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 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: 0 commits
weeks
26
peak/wk
1
active
1
total
1
citations by yearCitation source: not measured.
Daily dependents count (unscored) 6 dependents 2 direct, 4 indirect · npm/moondream · deps.dev · the scored m3 axis uses weekly partitions

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 +0.00, regime recent slope below prior window. prior slope -0.000, recent slope +0.000 per week. -0.000prior 39w+0.000recent 13w+0.00×
swing
+0.00×
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
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 · · m3

Daily dependents count (unscored)

moondream dependents over time13 points, range 6 to 6 dependents.
min
6 dependents
max
6 dependents
latest
6 dependents
points
13

Downstream packages depending on npm/moondream (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m3 uses weekly partitions.

Measurement states

moondream is under weekly measurement. History: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met. Gate: not computable — 1 of 3 axes measurable

Sources

m87-labs/moondream development-velocity axis
moondream.ai homepage

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: minimum of 14 clean points and 5 latest dependents not met.

Coverage state
below_floor
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
4
Confirmed-clean points
23
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

Cite this measurement

Plain citation

Evidaxis. moondream measurement record. Snapshot 2026-09-26. https://evidaxis.org/e/e_7X1NF3PMZZM/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_7X1NF3PMZZM_20260926,
  title = {moondream measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_7X1NF3PMZZM/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_7X1NF3PMZZM 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, moondream, entity e_7X1NF3PMZZM, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_7X1NF3PMZZM:m3:2026-09-26