Evidaxis
Dated record

llm-d

org · Inference & Serving, n = 14 · llm-d/llm-d · paper: not linked · as of

34.6 commits/week averaged over the trailing window (niche median 37.1). No paper is linked in OpenAlex. Dependents: no admitted own package. 4,801 GitHub stars, recorded, not scored. Measured for llm-d as of 2026-10-10; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 34.6 averaged, trailing window niche median 37.1 (n = 14) last commit week 2026-10-11 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 12 (n = 6) no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-10 niche median 14.5 (n = 8) no reading · deps.dev snapshot ·
stars 4,801 recorded, not scored niche median 13,402.5 (n = 14) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is llm-d still maintained?

Development velocity is the one measurable axis of three: 34.6 commits per week averaged over the trailing window (niche median 37.1/wk, n = 14).

GitHub averaged 34.6 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-11.

Commits in the latest captured week vs 4 weeks earlier: -34 · vs 26 weeks earlier: -36 · 52-week range: 0 to 101 commits in an individual week.

line chart: llm-d, weekly commits, 1 in latest week vs niche median 11.5, 2025-10-19 to 2026-10-11
llm-d averaged 34.6 commits a week, 0.9 times the niche median of 37.1. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-231113.25109.5
2026-08-302926.75123.5
2026-09-063824.75126.25
2026-09-133524127.75
2026-09-204219142.25
2026-09-272119.5146.25
2026-10-046827.75152.25
2026-10-1112.523
heatmap chart: llm-d, weeks with commits, 26 of 26, 2026-04-19 to 2026-10-11
26 of the last 26 captured weeks had commits for llm-d. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-199
2025-10-2615
2025-11-027
2025-11-092
2025-11-1620
2025-11-2319
2025-11-3011
2025-12-077
2025-12-142
2025-12-210
2025-12-280
2026-01-045
2026-01-113
2026-01-1813
2026-01-2531
2026-02-0123
2026-02-0829
2026-02-1524
2026-02-2226
2026-03-0119
2026-03-087
2026-03-1512
2026-03-2220
2026-03-2936
2026-04-0525
2026-04-1237
2026-04-1924
2026-04-2676
2026-05-0365
2026-05-1033
2026-05-1714
2026-05-2427
2026-05-3133
2026-06-0759
2026-06-1448
2026-06-2155
2026-06-2822
2026-07-0516
2026-07-1215
2026-07-1928
2026-07-2617
2026-08-0233
2026-08-09101
2026-08-1619
2026-08-2311
2026-08-3029
2026-09-0638
2026-09-1335
2026-09-2042
2026-09-2721
2026-10-0468
2026-10-111

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week34.64.310.57.4 to 41.3GitHub, trailing 12 weeks2026-10-10Public query32.4
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-10Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-10Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-10-10Public queryno reading
Stars4,801288no reading3,674 to 4,801GitHub stars, unscored2026-10-10Public query4,717

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How to cite llm-d's record?

Evidaxis. llm-d measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_KR3M8ESKAEW:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_KR3M8ESKAEW/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

How does llm-d compare with its niche?

14 systems in Inference & Serving; niche median 37.1 commits per week. The reader chooses the sort order.

dot plot chart: llm-d, averaged commits per week, 34.6 vs niche median 37.1, 2026-10-10
llm-d at 34.6 commits a week among 14 systems; niche median 37.1. GitHub, current cohort · .
All 14 systems, alphabetical; choose a heading to sort
AIBrix28.6no readingno reading5,132
FlashInfer89.34156,592
KTransformers4.311no reading19,598
llama.cpp138.8no reading75130,913
llm-d34.6no readingno reading4,801
LMCache39.62412,006
LMDeploy11no readingno reading8,104
Mooncake59.21306,772
Nano-vLLM0no readingno reading15,786
Ollama22.2no reading1,097182,835
SGLang518.21201437,031
TensorRT-LLM184.5no reading014,799
vLLM582.31,66915293,625
Xinference29.6no readingno reading9,609

Evidaxis snapshot · period 2026-10-10 · n = 14 systems · method medians of measured values · updated · version ad5e404d4f82-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: llm-d, changed published values, 2, 2026-10-03 to 2026-10-10
2 published values changed for llm-d since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week32.434.62.2
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars4,7174,80184

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 17 partitions · method paired snapshot values · updated · version ad5e404d4f82-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for llm-d, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: no admitted own package, a coverage state, not a measured zero. Unscored daily count: no reading (2026-10-10).

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 15 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

llm-d

org
Inference & Serving · n = 14 · llm-d/llm-d
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - 1 of 3 axes measurable

· Evidaxis snapshot · 2026-10-10
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 14 in cohort
percentile 8 within cohort p25 p50 p75 p0 p100
percentile
p8
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.38 within cohort, log-slope -0.029/wk.0-1.38
velocity z
-1.38 σ
slope
-0.029/wk
· Evidaxis snapshot · 2026-10-10
log-slope -0.029/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
14
systems measured
weekly commits
34.6
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
32.8
percentile p8
commit heatmap, last 26 weeks34.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 101 in a week, 26 active weeks, 930 total.week 1: 24 commitsweek 2: 76 commitsweek 3: 65 commitsweek 4: 33 commitsweek 5: 14 commitsweek 6: 27 commitsweek 7: 33 commitsweek 8: 59 commitsweek 9: 48 commitsweek 10: 55 commitsweek 11: 22 commitsweek 12: 16 commitsweek 13: 15 commitsweek 14: 28 commitsweek 15: 17 commitsweek 16: 33 commitsweek 17: 101 commitsweek 18: 19 commitsweek 19: 11 commitsweek 20: 29 commitsweek 21: 38 commitsweek 22: 35 commitsweek 23: 42 commitsweek 24: 21 commitsweek 25: 68 commitsweek 26: 1 commits
weeks
26
peak/wk
101
active
26
total
930
· Evidaxis snapshot · 2026-10-10
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -1.19, regime recent slope sign differs from prior window. prior slope +0.052, recent slope -0.062 per week. +0.052prior 39w-0.062recent 13w-1.19×
swing
-1.19×
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 +0.034 with 95% CI +0.006 to +0.062, 50 degrees of freedom. CI excludes zero.0+0.03495% CI +0.006, +0.062+0.006+0.062
sharpe
+0.034
95% ci
+0.006, +0.062
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
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 17 of 17 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
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

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

sparkline chart: llm-d, reconstructed commits, 35, 2025-w39 to 2026-w37
llm-d has 35 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w3921
2025-w4017
2025-w416
2025-w429
2025-w4315
2025-w447
2025-w452
2025-w4620
2025-w4719
2025-w4811
2025-w497
2025-w502
2026-w015
2026-w023
2026-w0313
2026-w0431
2026-w0523
2026-w0629
2026-w0724
2026-w0826
2026-w0919
2026-w107
2026-w1112
2026-w1220
2026-w1336
2026-w1425
2026-w1537
2026-w1624
2026-w1776
2026-w1865
2026-w1933
2026-w2014
2026-w2127
2026-w2233
2026-w2359
2026-w2448
2026-w2555
2026-w2622
2026-w2716
2026-w2815
2026-w2928
2026-w3017
2026-w3133
2026-w32101
2026-w3319
2026-w3411
2026-w3529
2026-w3638
2026-w3735
Peer signals
SystemMomentumPercentile
AIBrix66.3100
FlashInfer57.677
KTransformers42.338
llama.cpp53.269
llm-d32.88
LMCache4446
LMDeploy27.20
Mooncake5885
Nano-vLLM37.915
Ollama50.554
SGLang5362
TensorRT-LLM41.731
vLLM41.723
Xinference58.792

Evidaxis · period 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt