Evidaxis

llama.cpp

repo reference measurement
Inference & Serving · n = 13 · ggml-org/llama.cpp
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: not computable — reference measurement Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): measured ×
gate
0 of 3 axes

Gate: not computable — reference measurement

Gate: not computable — reference measurement
position in cohort distribution one of 13 in cohort
percentile 67 within cohort p25 p50 p75 p0 p100
percentile
p67
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.17 within cohort, log-slope +0.012/wk.0-0.17
velocity z
-0.17 σ
slope
+0.012/wk
log-slope +0.012/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.22 within cohort, log-slope +0.028/point.0+0.22
direct-dependents z
+0.22 σ
slope
+0.028/point
Direct-dependents axis: measured.
cohort
13
systems measured
weekly commits
132.6
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
50.3
percentile p67
commit heatmap, last 26 weeks132.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 167 in a week, 26 active weeks, 3129 total.week 1: 117 commitsweek 2: 117 commitsweek 3: 88 commitsweek 4: 115 commitsweek 5: 88 commitsweek 6: 105 commitsweek 7: 116 commitsweek 8: 129 commitsweek 9: 157 commitsweek 10: 123 commitsweek 11: 99 commitsweek 12: 129 commitsweek 13: 98 commitsweek 14: 57 commitsweek 15: 135 commitsweek 16: 109 commitsweek 17: 71 commitsweek 18: 121 commitsweek 19: 128 commitsweek 20: 167 commitsweek 21: 160 commitsweek 22: 125 commitsweek 23: 141 commitsweek 24: 135 commitsweek 25: 140 commitsweek 26: 159 commits
weeks
26
peak/wk
167
active
26
total
3129
citations by yearCitation source: not measured.

llama.cpp holds an Evidaxis momentum score of 50.3 of 100 on methodology m3, snapshot 2026-09-26, measured within the Inference & Serving cohort (n = 13). Axis coverage: 2 of 3 axes measurable. Gate: not computable — reference measurement

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 +4.00, regime accelerating. prior slope +0.013, recent slope +0.052 per week. +0.013prior 39w+0.052recent 13w+4.00×
swing
+4.00×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.047 with 95% CI +0.027 to +0.068, 50 degrees of freedom. CI excludes zero.0+0.04795% CI +0.027, +0.068+0.027+0.068
sharpe
+0.047
95% ci
+0.027, +0.068
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 5 (2025-11-01), slope change +12.831 commits per week.2025-11-01
date
week
5 of 52
Δslope
+12.831/wk
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
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Measurement states

llama.cpp is under weekly measurement. History: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: measured. Gate: not computable — reference measurement

Sources

ggml-org/llama.cpp development-velocity axis

Others in Inference & Serving

AIBrix Inference & Serving
1 of 3 axes measurable
59
p83
vel +0.71 cit no axis deps no axis
axis dials
+0.71 n/a n/a
KTransformers Inference & Serving
1 of 3 axes measurable
31
p8
vel -1.54 cit no axis deps no axis
axis dials
-1.54 n/a n/a
llm-d Inference & Serving
1 of 3 axes measurable
37
p17
vel -1.08 cit no axis deps no axis
axis dials
-1.08 n/a n/a
LMCache Inference & Serving
1 of 3 axes measurable
50
p58
vel +0.01 cit no axis deps no axis
axis dials
+0.01 n/a n/a
LMDeploy Inference & Serving
1 of 3 axes measurable
50
p50
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
Mooncake Inference & Serving
1 of 3 axes measurable
70
p100
vel +1.59 cit no axis deps no axis
axis dials
+1.59 n/a n/a

Full Inference & Serving cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.22
OLS slope
+0.028
Theil-Sen slope
+0.027
Latest direct dependents
68
Confirmed-clean points
23
Reconstructed history points
15
As-of partition
2026-09-07
Fragility veto
inactive
Rising vote
no

This axis measures the frozen-panel trajectory of the package set selected and linkage-verified as of 2026-07-21. Systems outside that panel are not measured on this axis. Residual survivorship beyond the frozen universe is disclosed, not denied.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. Each record reports how many of its points are reconstructed history.

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_Z7YDNC4F139 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, llama.cpp, entity e_Z7YDNC4F139, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_Z7YDNC4F139:m3:2026-09-26