Evidaxis

Letta

repo
Agent Frameworks · n = 17 · letta-ai/letta
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: measured × Citation momentum: measured × Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: computed weekly across the cohort; no convergence event this week

Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 17 in cohort
percentile 31 within cohort p25 p50 p75 p0 p100
percentile
p31
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.76 within cohort, log-slope -0.003/wk.0-0.76
velocity z
-0.76 σ
slope
-0.003/wk
log-slope -0.003/wk
citation z
citation z gaugecitation z+0.00 within cohort, log-slope +1.327/yr.0+0.00
citation z
+0.00 σ
slope
+1.327/yr
log-slope +1.327/yr
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
17
systems measured
weekly commits
0.3
Development velocity axis: measured.
total citations
359
Citation axis: measured.
momentum
45.2
percentile p31
commit heatmap, last 26 weeks0.3/wk
weekly commits, 26 weeks26 weeks of commits, peak 2 in a week, 8 active weeks, 11 total.week 1: 1 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 1 commitsweek 8: 1 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 2 commitsweek 13: 0 commitsweek 14: 2 commitsweek 15: 0 commitsweek 16: 1 commitsweek 17: 0 commitsweek 18: 2 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 1 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
2
active
8
total
11
citations by yeartotal 359
Citations by year2023: 4, 2024: 33, 2025: 70, 2026: 252. Total 359 citations.2023: 4 citations2342024: 33 citations24332025: 70 citations25702026: 252 citations26252
total cites
359
years
4
latest yr
252
Daily dependents count (unscored) 1 dependents 1 direct · pypi/letta · deps.dev · the scored m5 axis uses weekly partitions

Letta holds an Evidaxis momentum score of 45.2 of 100 on methodology m5, snapshot 2026-11-07, measured within the Agent Frameworks cohort (n = 17). Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

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 +0.34, regime recent slope below prior window. prior slope -0.142, recent slope -0.048 per week. -0.142prior 39w-0.048recent 13w+0.34×
swing
+0.34×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value -0.100 with 95% CI -0.152 to -0.049, 50 degrees of freedom. CI spans zero.0-0.10095% CI -0.152, -0.049-0.152-0.049
sharpe
-0.100
95% ci
-0.152, -0.049
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
4
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

Reconstructed history

Letta reconstructed weekly commits35 points, range 1 to 103 commits/wk.
min
1 commits/wk
max
103 commits/wk
latest
2 commits/wk
points
35

Weekly commits over the past year, reconstructed from git history (GitHub commit_activity). This is reconstructed, not a point-in-time capture. Evidaxis captures the Type-2 signals (watchers, issues, dependents) live and never backfills them; those are the moat.

Daily dependents count (unscored)

Letta dependents over time9 points, range 1 to 1 dependents.
min
1 dependents
max
1 dependents
latest
1 dependents
points
9

Downstream packages depending on pypi/letta (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m5 uses weekly partitions.

Measurement states

Letta is under weekly measurement. History: 19 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: measured. Direct-dependents axis: no admitted own package; not measured. Gate: computed weekly across the cohort; no convergence event this week

Sources

letta-ai/letta development-velocity axis
OpenAlex paper citation-momentum axis

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
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
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

entity_id e_15264R968MN 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, Letta, entity e_15264R968MN, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_15264R968MN:m5:2026-11-07