Evidaxis
Dated record

llm-d

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

35.9 commits/week averaged over the trailing window (niche median 52.8). No paper is linked in OpenAlex. Dependents: no admitted own package. 5,162 GitHub stars, recorded, not scored. Measured for llm-d as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 35.9 averaged, trailing window niche median 52.8 (n = 14) last commit week 2026-11-01 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 48 (n = 7) no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 niche median 14.5 (n = 8) no reading · deps.dev snapshot ·
stars 5,162 recorded, not scored niche median 13,666.5 (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: 35.9 commits per week averaged over the trailing window (niche median 52.8/wk, n = 14).

GitHub averaged 35.9 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-11-01.

Commits in the latest captured week vs 4 weeks earlier: -47 · vs 26 weeks earlier: -44 · 52-week range: 0 to 119 commits in an individual week.

line chart: llm-d, weekly commits, 21 in latest week vs niche median 68.5, 2025-11-09 to 2026-11-01
llm-d averaged 35.9 commits a week, 0.7 times the niche median of 52.8. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-09-133524127.75
2026-09-204219142.25
2026-09-272120.25146.25
2026-10-046833152.25
2026-10-1111949.25183
2026-10-18923202
2026-10-251916.75260
2026-11-012117242.25
heatmap chart: llm-d, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for llm-d. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
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
2026-10-11119
2026-10-189
2026-10-2519
2026-11-0121

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week35.9-0.959.4 to 44.4GitHub, trailing 12 weeks2026-11-07Public query42.5
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars5,162361no reading3,674 to 5,162GitHub stars, unscored2026-11-07Public query5,098

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite llm-d's record?

Evidaxis. llm-d measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_KR3M8ESKAEW:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_KR3M8ESKAEW/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-b1

How does llm-d compare with its niche?

14 systems in Inference & Serving; niche median 52.8 commits per week. The reader chooses the sort order.

dot plot chart: llm-d, averaged commits per week, 35.9 vs niche median 52.8, 2026-11-07
llm-d at 35.9 commits a week among 14 systems; niche median 52.8. GitHub, current cohort · .
All 14 systems, alphabetical; choose a heading to sort
AIBrix41.97no reading5,182
FlashInfer242.848156,867
KTransformers4.415no reading19,659
llama.cpp162.9no reading78133,585
llm-d35.9no readingno reading5,162
LMCache56.827412,302
LMDeploy11.2no readingno reading8,134
Mooncake67.49606,995
Nano-vLLM0no readingno reading16,327
Ollama26.1no reading1,114186,153
SGLang678.62671438,537
TensorRT-LLM212.8no reading015,031
vLLM855.82,09315596,482
Xinference48.8no readingno reading9,646

Evidaxis snapshot · period 2026-11-07 · n = 14 systems · method medians of measured values · updated · version 868e3c39d9c7-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: llm-d, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for llm-d since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week42.535.9-6.6
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars5,0985,16264

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 21 partitions · method paired snapshot values · updated · version 868e3c39d9c7-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 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-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
Weekly direct dependentsoutside panel
Daily package dependents (unscored)no reading captured

Dependents: no admitted own package, a coverage state, not a measured zero. Unscored daily count: no reading (2026-11-07).

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 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 19 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 · 2026-11-07
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 · 2026-11-07
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.73 within cohort, log-slope -0.000/wk.0-0.73
velocity z
-0.73 σ
slope
-0.000/wk
· Evidaxis snapshot · 2026-11-07
log-slope -0.000/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
35.9
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
40.9
percentile p8
commit heatmap, last 26 weeks35.9/wk
weekly commits, 26 weeks26 weeks of commits, peak 119 in a week, 26 active weeks, 932 total.week 1: 33 commitsweek 2: 14 commitsweek 3: 27 commitsweek 4: 33 commitsweek 5: 59 commitsweek 6: 48 commitsweek 7: 55 commitsweek 8: 22 commitsweek 9: 16 commitsweek 10: 15 commitsweek 11: 28 commitsweek 12: 17 commitsweek 13: 33 commitsweek 14: 101 commitsweek 15: 19 commitsweek 16: 11 commitsweek 17: 29 commitsweek 18: 38 commitsweek 19: 35 commitsweek 20: 42 commitsweek 21: 21 commitsweek 22: 68 commitsweek 23: 119 commitsweek 24: 9 commitsweek 25: 19 commitsweek 26: 21 commits
weeks
26
peak/wk
119
active
26
total
932
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -0.54, regime recent slope sign differs from prior window. prior slope +0.052, recent slope -0.028 per week. +0.052prior 39w-0.028recent 13w-0.54×
swing
-0.54×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.041 with 95% CI +0.008 to +0.073, 50 degrees of freedom. CI excludes zero.0+0.04195% CI +0.008, +0.073+0.008+0.073
sharpe
+0.041
95% ci
+0.008, +0.073
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
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 21 of 21 · · m5

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
AIBrix58.285
FlashInfer62.7100
KTransformers41.723
llama.cpp54.977
llm-d40.98
LMCache48.646
LMDeploy33.30
Mooncake5154
Nano-vLLM41.415
Ollama51.162
SGLang51.969
TensorRT-LLM45.238
vLLM43.731
Xinference6192

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt