As of 2026-10-10: 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

gate: 0 of 3 axes

Gate: not computable — 1 of 3 axes measurable

position in cohort distribution one of 13 in cohort

percentile: p8

momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable

velocity z

velocity z: -2.81 σ
slope: -0.006/wk

log-slope -0.006/wk

citation z

∅no citation axis

Citation source: not measured.

direct-dependents z

∅no citation axis

Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.

cohort

systems measured

weekly commits

Development velocity axis: measured.

total citations

n/a

Citation source: not measured.

momentum

14.9

percentile p8

commit heatmap, last 26 weeks0/wk

weeks: 26
peak/wk: 1
active: 1
total: 1

citations by yearCitation source: not measured.

∅Citation source: not measured.

Daily dependents count (unscored) 6 dependents 2 direct, 4 indirect · npm/moondream · deps.dev · the scored m4 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.

swing: +0.00×
regime: recent slope below prior window
windows: 13w vs 39w

snapshot 1 of 1 · 2026-10-10 · m4

commit Sharpereserved: <26 non-zero commit weeks

changepoint: none detected

snapshot 1 of 1 · 2026-10-10 · 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 · 2026-10-10 · m4

axis alpha vs cohort reserved

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

status: reserved
value: insufficient data

snapshot 1 of 1 · 2026-10-10 · m4

gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status: reserved
value: insufficient history

snapshot 1 of 1 · 2026-10-10 · m4

methodology gate snapshot 1 of 1 · 2026-10-10 · 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 · 2026-10-10 · m4

Daily dependents count (unscored)

min: 6 dependents
max: 6 dependents
latest: 6 dependents
points: 15

Downstream packages depending on npm/moondream (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m4 uses weekly partitions.

Measurement states

moondream is under weekly measurement. History: 15 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: minimum of 14 usable points of the new quantity 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

p67

vel +0.63 cit no axis deps no axis

axis dials

n/a n/a

DeepSeek-VL2 Multimodal Foundation Models

1 of 3 axes measurable

p42

vel -0.13 cit no axis deps no axis

axis dials

n/a n/a

Eagle 2.5 Multimodal Foundation Models

1 of 3 axes measurable

vel -3.32 cit no axis deps no axis

axis dials

n/a n/a

FastVLM Multimodal Foundation Models

1 of 3 axes measurable

p100

vel +3.04 cit no axis deps no axis

axis dials

n/a n/a

GLM-V Multimodal Foundation Models

1 of 3 axes measurable

p83

vel +2.46 cit no axis deps no axis

axis dials

n/a n/a

InternVL Multimodal Foundation Models

1 of 3 axes measurable

p50

vel +0.20 cit no axis deps no axis

axis dials

n/a n/a

Full Multimodal Foundation Models cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 usable points of the new quantity 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: 26
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 2026-10-10. https://evidaxis.org/e/e_7X1NF3PMZZM/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_7X1NF3PMZZM_20261010,
  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 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, moondream, entity e_7X1NF3PMZZM, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_7X1NF3PMZZM:m4:2026-10-10