Evidaxis

moondream

model
Multimodal Foundation Models · n = 13 · m87-labs/moondream
Single-axis · conf low
momentum
momentum 14.9 of 100 14.9 /100
momentum
14.9/100
pctile
p17
convergence gate
Convergence gate: velocity only, citation axis absent × ∅
gate
0 of 2 axes

velocity only, citation axis absent.

gate shut
position in cohort distribution one of 13 in cohort
percentile 17 within cohort p25 p50 p75 p0 p100
percentile
p17
momentum is the combined velocity and citation signal, percentile within cohort
velocity z
velocity z gaugevelocity z-2.81 within cohort, log-slope -0.001/wk.0-2.81
velocity z
-2.81 σ
slope
-0.001/wk
log-slope -0.001/wk
convergence planefull gate = rising
moondream on the convergence plane moondream at velocity z -2.81 and citation z no axis, against 0 dual-axis cohort peers. single-axis: citation axis absent, excluded from the plane. z>=1 median velocity z → citation z ↑
velocity z
-2.81
citation z
no axis
peers
12

single-axis: citation axis absent, excluded from the plane.

citation z no citation axis
cohort
13
systems measured
weekly commits
0
not rising
total citations
n/a
no axis
momentum
14.9
percentile p17
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: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 1 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 yearno axis
adoption 6 dependents 2 direct, 4 indirect · npm/moondream · deps.dev · adoption signal, not part of the momentum score

moondream holds an Evidaxis momentum score of 14.9 of 100 on methodology m2, snapshot 2026-08-08, measured within the Multimodal Foundation Models cohort (n = 13). No axis is currently rising within the cohort, and no second (citation) axis is available, so it sits below the two-axis gate.

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 decelerating. prior slope +0.002, recent slope +0.000 per week. +0.002prior 39w+0.000recent 13w+0.00×
swing
+0.00×
regime
decelerating
windows
13w vs 39w
snapshot 1 of 1 · · m2
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 · · m2
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m2
methodology gate snapshot 1 of 1 · · m2
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 · · m2

Adoption trend

moondream dependents over time6 points, range 6 to 6 dependents.
min
6 dependents
max
6 dependents
latest
6 dependents
points
6

Downstream packages depending on npm/moondream (deps.dev), captured point-in-time each snapshot. An adoption signal, not part of the momentum score.

Verdict

moondream is tracked. No axis is currently rising relative to its cohort, and it has no second (citation) axis available.

Path to Rising: needs development velocity to recover (at least 5 commits per week and a positive within-cohort slope); a second measurable axis to exist (no academic paper is currently tracked).

Sources

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

Embed this badge

Evidaxis single-axis, moondream
[![Evidaxis: moondream](https://evidaxis.org/badge/e_7X1NF3PMZZM/2026-w32.svg)](https://evidaxis.org/e/e_7X1NF3PMZZM)

Others in Multimodal Foundation Models

DeepSeek-OCR Multimodal Foundation Models
Single-axis
58
p75
vel +0.63 cit no axis
axis dials
+0.63 n/a
DeepSeek-VL2 Multimodal Foundation Models
Single-axis
49
p42
vel -0.12 cit no axis
axis dials
-0.12 n/a
Eagle 2.5 Multimodal Foundation Models
Single-axis
83
p100
vel +2.64 cit no axis
axis dials
+2.64 n/a
FastVLM Multimodal Foundation Models
Single-axis
51
p50
vel +0.04 cit no axis
axis dials
+0.04 n/a
GLM-V Multimodal Foundation Models
Single-axis
6
p0
vel -3.54 cit no axis
axis dials
-3.54 n/a
InternVL Multimodal Foundation Models
Single-axis
53
p58
vel +0.20 cit no axis
axis dials
+0.20 n/a

Full Multimodal Foundation Models cohort →

entity_id e_7X1NF3PMZZM methodology m2 snapshot 035a72a81e59 period 2026-w32 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m2, never edited by hand. Cite as: “Evidaxis, moondream, entity e_7X1NF3PMZZM, snapshot 2026-w32.”

Durable reference (format-independent): urn:evidaxis:claim:e_7X1NF3PMZZM:m2:2026-08-08