Evidaxis

As of 2026-11-07: Browser Use (GUI & Computer-Use Agents) is under weekly measurement. Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

Browser Use

repo
GUI & Computer-Use Agents · n = 7 · browser-use/browser-use
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: not measurable ∅ Direct-dependents momentum (deps.dev): measured ×
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 7 in cohort
percentile 33 within cohort p25 p50 p75 p0 p100
percentile
p33
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.62 within cohort, log-slope -0.051/wk.0-1.62
velocity z
-1.62 σ
slope
-0.051/wk
log-slope -0.051/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.00 within cohort, log-slope +0.009/point.0+0.00
direct-dependents z
+0.00 σ
slope
+0.009/point
Direct-dependents axis: measured.
cohort
7
systems measured
weekly commits
31.9
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
39.9
percentile p33
commit heatmap, last 26 weeks31.9/wk
weekly commits, 26 weeks26 weeks of commits, peak 380 in a week, 25 active weeks, 1252 total.week 1: 3 commitsweek 2: 70 commitsweek 3: 6 commitsweek 4: 380 commitsweek 5: 55 commitsweek 6: 9 commitsweek 7: 11 commitsweek 8: 48 commitsweek 9: 73 commitsweek 10: 26 commitsweek 11: 67 commitsweek 12: 13 commitsweek 13: 80 commitsweek 14: 28 commitsweek 15: 21 commitsweek 16: 73 commitsweek 17: 91 commitsweek 18: 33 commitsweek 19: 7 commitsweek 20: 4 commitsweek 21: 35 commitsweek 22: 12 commitsweek 23: 95 commitsweek 24: 5 commitsweek 25: 7 commitsweek 26: 0 commits
weeks
26
peak/wk
380
active
25
total
1252
citations by yearCitation source: not measured.
Daily dependents count (unscored) 76 dependents 73 direct, 3 indirect · pypi/browser-use · deps.dev · the scored m5 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 +12.73, regime accelerating. prior slope -0.015, recent slope -0.196 per week. -0.015prior 39w-0.196recent 13w+12.73×
swing
+12.73×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value -0.025 with 95% CI -0.047 to -0.004, 50 degrees of freedom. CI spans zero.0-0.02595% CI -0.047, -0.004-0.047-0.004
sharpe
-0.025
95% ci
-0.047, -0.004
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 5 (2025-12-13), slope change +32.886 commits per week.2025-12-13
date
week
5 of 52
Δslope
+32.886/wk
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
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 · · m5

Daily dependents count (unscored)

Browser Use dependents over time18 points, range 65 to 76 dependents.
min
65 dependents
max
76 dependents
latest
76 dependents
points
18

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

Measurement states

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

Sources

browser-use/browser-use development-velocity axis

Others in GUI & Computer-Use Agents

Agent S GUI & Computer-Use Agents
1 of 3 axes measurable
68
p83
vel +1.47 cit no axis deps no axis
axis dials
+1.47 n/a n/a
Agent-E GUI & Computer-Use Agents
1 of 3 axes measurable
35
p0
vel -1.19 cit no axis deps no axis
axis dials
-1.19 n/a n/a
OmniParser GUI & Computer-Use Agents
1 of 3 axes measurable
55
p50
vel +0.37 cit no axis deps no axis
axis dials
+0.37 n/a n/a
OSWorld GUI & Computer-Use Agents
1 of 3 axes measurable
79
p100
vel +2.35 cit no axis deps no axis
axis dials
+2.35 n/a n/a
ShowUI GUI & Computer-Use Agents
1 of 3 axes measurable
38
p17
vel -0.94 cit no axis deps no axis
axis dials
-0.94 n/a n/a
UI-TARS Desktop GUI & Computer-Use Agents
2 of 3 axes measurable
59
p67
vel +1.43 cit no axis deps +0.00
axis dials
+1.43 n/a +0.00

Full GUI & Computer-Use Agents cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.00
OLS slope
+0.009
Theil-Sen slope
+0.009
Latest direct dependents
96
Confirmed-clean points
29
Reconstructed history points
15
As-of partition
2026-10-19
Fragility veto
inactive
Rising vote
no

This axis measures the trajectory of a system's own packages: declared in its own tree, published under that name, and not attributed by deps.dev to another repository. A package with no repository link is unverified and stays. The self-name exclusion list is fixed at the v2h.1 panel. Systems with no admitted package are not measured on this axis. Points that cannot be derived exactly are withheld, and the series restarts after a withheld point.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. m5 does not replay those partitions: each point is the stored system total, one package's unique_direct, or a complete sketch union, and a point that is not exact is withheld. Each record reports how many of its points are reconstructed history.

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. Browser Use measurement record. Snapshot 2026-11-07. https://evidaxis.org/e/e_1GSH6ZQHW7B/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_1GSH6ZQHW7B_20261107,
  title = {Browser Use measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_1GSH6ZQHW7B/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_1GSH6ZQHW7B 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, Browser Use, entity e_1GSH6ZQHW7B, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_1GSH6ZQHW7B:m5:2026-11-07