Evidaxis

TensorRT-LLM

repo
Inference & Serving · n = 13 · NVIDIA/TensorRT-LLM
Single-axis · conf low
momentum
momentum 49.9 of 100 49.9 /100
momentum
49.9/100
pctile
p42
convergence gate
Convergence gate: velocity only, citation axis absent × ∅
gate
0 of 2 axes

velocity only, citation axis absent.

gate shut
position in cohort distribution one of 13 in cohort
percentile 42 within cohort p25 p50 p75 p0 p100
percentile
p42
momentum is the combined velocity and citation signal, percentile within cohort
velocity z
velocity z gaugevelocity z-0.01 within cohort, log-slope +0.024/wk.0-0.01
velocity z
-0.01 σ
slope
+0.024/wk
log-slope +0.024/wk
convergence planefull gate = rising
TensorRT-LLM on the convergence plane TensorRT-LLM at velocity z -0.01 and citation z no axis, against 0 dual-axis cohort peers. single-axis: citation axis absent, excluded from the plane. z>=1 median velocity z → citation z ↑
velocity z
-0.01
citation z
no axis
peers
12

single-axis: citation axis absent, excluded from the plane.

citation z no citation axis
cohort
13
systems measured
weekly commits
152.5
not rising
total citations
n/a
no axis
momentum
49.9
percentile p42
commit heatmap, last 26 weeks152.5/wk
weekly commits, 26 weeks26 weeks of commits, peak 178 in a week, 26 active weeks, 3435 total.week 1: 104 commitsweek 2: 64 commitsweek 3: 117 commitsweek 4: 129 commitsweek 5: 126 commitsweek 6: 124 commitsweek 7: 61 commitsweek 8: 113 commitsweek 9: 103 commitsweek 10: 102 commitsweek 11: 143 commitsweek 12: 118 commitsweek 13: 134 commitsweek 14: 167 commitsweek 15: 159 commitsweek 16: 156 commitsweek 17: 137 commitsweek 18: 163 commitsweek 19: 77 commitsweek 20: 129 commitsweek 21: 149 commitsweek 22: 177 commitsweek 23: 170 commitsweek 24: 170 commitsweek 25: 165 commitsweek 26: 178 commits
weeks
26
peak/wk
178
active
26
total
3435
citations by yearno axis
adoption 0 dependents 0 direct · pypi/tensorrt-llm · deps.dev · adoption signal, not part of the momentum score

TensorRT-LLM holds an Evidaxis momentum score of 49.9 of 100 on methodology m2, snapshot 2026-08-08, measured within the Inference & Serving cohort (n = 13). No axis is currently rising within the cohort, and no second (citation) axis is available, so it sits below the two-axis gate.

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 +3.41, regime accelerating. prior slope +0.004, recent slope +0.013 per week. +0.004prior 39w+0.013recent 13w+3.41×
swing
+3.41×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m2
commit-axis Sharpe log-linear slope over residual std, value +0.037 with 95% CI +0.016 to +0.058, 50 degrees of freedom. CI excludes zero.0+0.03795% CI +0.016, +0.058+0.016+0.058
sharpe
+0.037
95% ci
+0.016, +0.058
dof
50
snapshot 1 of 1 · · m2
commit changepoint52 weekly commit points. Changepoint at week 6 (2025-09-20), slope change +11.678 commits per week.2025-09-20
date
week
6 of 52
Δslope
+11.678/wk
snapshot 1 of 1 · · m2
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m2
methodology gate snapshot 1 of 1 · · m2
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 · · m2

Adoption trend

TensorRT-LLM dependents over time6 points, range 0 to 0 dependents.
min
0 dependents
max
0 dependents
latest
0 dependents
points
6

Downstream packages depending on pypi/tensorrt-llm (deps.dev), captured point-in-time each snapshot. An adoption signal, not part of the momentum score.

Verdict

TensorRT-LLM is tracked. No axis is currently rising relative to its cohort, and it has no second (citation) axis available.

Path to Rising: needs development velocity to turn positive within its cohort; a second measurable axis to exist (no academic paper is currently tracked).

Sources

NVIDIA/TensorRT-LLM development-velocity axis

Embed this badge

Evidaxis single-axis, TensorRT-LLM
[![Evidaxis: TensorRT-LLM](https://evidaxis.org/badge/e_9SWWW2SWASG/2026-w32.svg)](https://evidaxis.org/e/e_9SWWW2SWASG)

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axis dials
+0.04 n/a
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46
p33
vel -0.34 cit no axis
axis dials
-0.34 n/a

Full Inference & Serving cohort →

entity_id e_9SWWW2SWASG methodology m2 snapshot 035a72a81e59 period 2026-w32 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m2, never edited by hand. Cite as: “Evidaxis, TensorRT-LLM, entity e_9SWWW2SWASG, snapshot 2026-w32.”

Durable reference (format-independent): urn:evidaxis:claim:e_9SWWW2SWASG:m2:2026-08-08