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 77 within cohort p25 p50 p75 p0 p100
percentile
p77
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.01 within cohort, log-slope +0.023/wk.0+0.01
velocity z
+0.01 σ
slope
+0.023/wk
log-slope +0.023/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.77 within cohort, log-slope +0.026/point.0+0.77
direct-dependents z
+0.77 σ
slope
+0.026/point
Direct-dependents axis: measured.
cohort
14
systems measured
weekly commits
162.9
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
54.9
percentile p77
commit heatmap, last 26 weeks162.9/wk
weekly commits, 26 weeks26 weeks of commits, peak 199 in a week, 26 active weeks, 3593 total.week 1: 116 commitsweek 2: 129 commitsweek 3: 157 commitsweek 4: 123 commitsweek 5: 99 commitsweek 6: 129 commitsweek 7: 98 commitsweek 8: 57 commitsweek 9: 135 commitsweek 10: 108 commitsweek 11: 71 commitsweek 12: 121 commitsweek 13: 128 commitsweek 14: 167 commitsweek 15: 160 commitsweek 16: 125 commitsweek 17: 141 commitsweek 18: 135 commitsweek 19: 140 commitsweek 20: 162 commitsweek 21: 160 commitsweek 22: 199 commitsweek 23: 190 commitsweek 24: 172 commitsweek 25: 185 commitsweek 26: 186 commits
weeks
26
peak/wk
199
active
26
total
3593
citations by yearCitation source: not measured.

llama.cpp holds an Evidaxis momentum score of 54.9 of 100 on methodology m5, snapshot 2026-11-07, 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 +3.30, regime accelerating. prior slope +0.007, recent slope +0.024 per week. +0.007prior 39w+0.024recent 13w+3.30×
swing
+3.30×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.058 with 95% CI +0.035 to +0.082, 50 degrees of freedom. CI excludes zero.0+0.05895% CI +0.035, +0.082+0.035+0.082
sharpe
+0.058
95% ci
+0.035, +0.082
dof
50
snapshot 1 of 1 · · m5
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 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
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 · · m5

Measurement states

llama.cpp is under weekly measurement. History: 19 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
58
p85
vel +0.66 cit no axis deps no axis
axis dials
+0.66 n/a n/a
FlashInfer Inference & Serving
2 of 3 axes measurable
63
p100
vel +2.70 cit no axis deps -0.67
axis dials
+2.70 n/a -0.67
KTransformers Inference & Serving
1 of 3 axes measurable
42
p23
vel -0.66 cit no axis deps no axis
axis dials
-0.66 n/a n/a
llm-d Inference & Serving
1 of 3 axes measurable
41
p8
vel -0.73 cit no axis deps no axis
axis dials
-0.73 n/a n/a
LMCache Inference & Serving
1 of 3 axes measurable
49
p46
vel -0.11 cit no axis deps no axis
axis dials
-0.11 n/a n/a
LMDeploy Inference & Serving
1 of 3 axes measurable
33
p0
vel -1.34 cit no axis deps no axis
axis dials
-1.34 n/a n/a

Full Inference & Serving cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.77
OLS slope
+0.026
Theil-Sen slope
+0.025
Latest direct dependents
78
Confirmed-clean points
29
Reconstructed history points
15
As-of partition
2026-10-19
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. m5 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 m5 snapshot 868e3c39d9c7 period 2026-w45 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m5, never edited by hand. Cite as: “Evidaxis, llama.cpp, entity e_Z7YDNC4F139, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_Z7YDNC4F139:m5:2026-11-07