Evidaxis

llama.cpp

repo reference measurement
Inference & Serving · n = 14 · 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 14 in cohort
percentile 69 within cohort p25 p50 p75 p0 p100
percentile
p69
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.16 within cohort, log-slope +0.003/wk.0-0.16
velocity z
-0.16 σ
slope
+0.003/wk
log-slope +0.003/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.67 within cohort, log-slope +0.027/point.0+0.67
direct-dependents z
+0.67 σ
slope
+0.027/point
Direct-dependents axis: measured.
cohort
14
systems measured
weekly commits
138.8
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
53.2
percentile p69
commit heatmap, last 26 weeks138.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 200 in a week, 26 active weeks, 3196 total.week 1: 115 commitsweek 2: 88 commitsweek 3: 105 commitsweek 4: 116 commitsweek 5: 129 commitsweek 6: 157 commitsweek 7: 123 commitsweek 8: 99 commitsweek 9: 129 commitsweek 10: 98 commitsweek 11: 57 commitsweek 12: 135 commitsweek 13: 109 commitsweek 14: 71 commitsweek 15: 121 commitsweek 16: 128 commitsweek 17: 167 commitsweek 18: 160 commitsweek 19: 125 commitsweek 20: 141 commitsweek 21: 135 commitsweek 22: 140 commitsweek 23: 162 commitsweek 24: 160 commitsweek 25: 200 commitsweek 26: 26 commits
weeks
26
peak/wk
200
active
26
total
3196
citations by yearCitation source: not measured.

llama.cpp holds an Evidaxis momentum score of 53.2 of 100 on methodology m4, snapshot 2026-10-10, measured within the Inference & Serving cohort (n = 14). 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 -1.58, regime recent slope sign differs from prior window. prior slope +0.010, recent slope -0.015 per week. +0.010prior 39w-0.015recent 13w-1.58×
swing
-1.58×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value +0.026 with 95% CI +0.008 to +0.044, 50 degrees of freedom. CI excludes zero.0+0.02695% CI +0.008, +0.044+0.008+0.044
sharpe
+0.026
95% ci
+0.008, +0.044
dof
50
snapshot 1 of 1 · · m4
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 · · 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 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
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 · · m4

Measurement states

llama.cpp is under weekly measurement. History: 15 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
66
p100
vel +1.30 cit no axis deps no axis
axis dials
+1.30 n/a n/a
FlashInfer Inference & Serving
2 of 3 axes measurable
58
p77
vel +2.18 cit no axis deps -0.97
axis dials
+2.18 n/a -0.97
KTransformers Inference & Serving
1 of 3 axes measurable
42
p38
vel -0.62 cit no axis deps no axis
axis dials
-0.62 n/a n/a
llm-d Inference & Serving
1 of 3 axes measurable
33
p8
vel -1.38 cit no axis deps no axis
axis dials
-1.38 n/a n/a
LMCache Inference & Serving
1 of 3 axes measurable
44
p46
vel -0.48 cit no axis deps no axis
axis dials
-0.48 n/a n/a
LMDeploy Inference & Serving
1 of 3 axes measurable
27
p0
vel -1.82 cit no axis deps no axis
axis dials
-1.82 n/a n/a

Full Inference & Serving cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.67
OLS slope
+0.027
Theil-Sen slope
+0.026
Latest direct dependents
75
Confirmed-clean points
26
Reconstructed history points
15
As-of partition
2026-09-28
Fragility veto
inactive
Rising vote
no

This axis measures the trajectory of a system's own packages: declared in its own tree, published under that name, and not attributed by deps.dev to another repository. A package with no repository link is unverified and stays. The self-name exclusion list is fixed at the v2h.1 panel. Systems with no admitted package are not measured on this axis. Points that cannot be derived exactly are withheld, and the series restarts after a withheld point.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. m4 does not replay those partitions: each point is the stored system total, one package's unique_direct, or a complete sketch union, and a point that is not exact is withheld. 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 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, llama.cpp, entity e_Z7YDNC4F139, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_Z7YDNC4F139:m4:2026-10-10