Evidaxis

As of 2026-09-26: TensorRT-LLM (Inference & Serving) is under weekly measurement. Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

TensorRT-LLM

repo
Inference & Serving · n = 13 · NVIDIA/TensorRT-LLM
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

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 13 in cohort
percentile 75 within cohort p25 p50 p75 p0 p100
percentile
p75
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.48 within cohort, log-slope +0.025/wk.0+0.48
velocity z
+0.48 σ
slope
+0.025/wk
log-slope +0.025/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.
cohort
13
systems measured
weekly commits
191.2
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
56.0
percentile p75
commit heatmap, last 26 weeks191.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 236 in a week, 26 active weeks, 4144 total.week 1: 113 commitsweek 2: 103 commitsweek 3: 102 commitsweek 4: 143 commitsweek 5: 118 commitsweek 6: 134 commitsweek 7: 167 commitsweek 8: 159 commitsweek 9: 156 commitsweek 10: 137 commitsweek 11: 163 commitsweek 12: 77 commitsweek 13: 129 commitsweek 14: 149 commitsweek 15: 177 commitsweek 16: 170 commitsweek 17: 170 commitsweek 18: 165 commitsweek 19: 181 commitsweek 20: 198 commitsweek 21: 204 commitsweek 22: 236 commitsweek 23: 229 commitsweek 24: 204 commitsweek 25: 222 commitsweek 26: 138 commits
weeks
26
peak/wk
236
active
26
total
4144
citations by yearCitation source: not measured.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/tensorrt-llm · deps.dev · the scored m3 axis uses weekly partitions

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 +1.85, regime accelerating. prior slope +0.009, recent slope +0.017 per week. +0.009prior 39w+0.017recent 13w+1.85×
swing
+1.85×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.060 with 95% CI +0.038 to +0.082, 50 degrees of freedom. CI excludes zero.0+0.06095% CI +0.038, +0.082+0.038+0.082
sharpe
+0.060
95% ci
+0.038, +0.082
dof
50
snapshot 1 of 1 · · m3
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 · · 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

Daily dependents count (unscored)

TensorRT-LLM dependents over time13 points, range 0 to 0 dependents.
min
0 dependents
max
0 dependents
latest
0 dependents
points
13

Downstream packages depending on pypi/tensorrt-llm (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m3 uses weekly partitions.

Measurement states

TensorRT-LLM is under weekly measurement. History: 10 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met. Gate: not computable — 1 of 3 axes measurable

Sources

NVIDIA/TensorRT-LLM 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
llama.cpp Inference & Serving
2 of 3 axes measurable
50
p67
vel -0.17 cit no axis deps +0.22
axis dials
-0.17 n/a +0.22
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

Full Inference & Serving cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.

Coverage state
below_floor
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
0
Confirmed-clean points
23
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
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

Cite this measurement

Plain citation

Evidaxis. TensorRT-LLM measurement record. Snapshot 2026-09-26. https://evidaxis.org/e/e_9SWWW2SWASG/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_9SWWW2SWASG_20260926,
  title = {TensorRT-LLM measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_9SWWW2SWASG/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_9SWWW2SWASG 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, TensorRT-LLM, entity e_9SWWW2SWASG, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_9SWWW2SWASG:m3:2026-09-26