Evidaxis

Browser Use

repo
GUI & Computer-Use Agents · n = 7 · browser-use/browser-use
Single-axis · conf low
momentum
momentum 22.3 of 100 22.3 /100
momentum
22.3/100
pctile
p17
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 7 in cohort
percentile 17 within cohort p25 p50 p75 p0 p100
percentile
p17
momentum is the combined velocity and citation signal, percentile within cohort
velocity z
velocity z gaugevelocity z-2.21 within cohort, log-slope -0.037/wk.0-2.21
velocity z
-2.21 σ
slope
-0.037/wk
log-slope -0.037/wk
convergence planefull gate = rising
Browser Use on the convergence plane Browser Use at velocity z -2.21 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
-2.21
citation z
no axis
peers
6

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

citation z no citation axis
cohort
7
systems measured
weekly commits
68.7
not rising
total citations
n/a
no axis
momentum
22.3
percentile p17
commit heatmap, last 26 weeks68.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 380 in a week, 26 active weeks, 1640 total.week 1: 168 commitsweek 2: 64 commitsweek 3: 50 commitsweek 4: 60 commitsweek 5: 58 commitsweek 6: 105 commitsweek 7: 100 commitsweek 8: 104 commitsweek 9: 28 commitsweek 10: 20 commitsweek 11: 31 commitsweek 12: 12 commitsweek 13: 13 commitsweek 14: 3 commitsweek 15: 70 commitsweek 16: 6 commitsweek 17: 380 commitsweek 18: 55 commitsweek 19: 9 commitsweek 20: 11 commitsweek 21: 48 commitsweek 22: 73 commitsweek 23: 25 commitsweek 24: 60 commitsweek 25: 13 commitsweek 26: 74 commits
weeks
26
peak/wk
380
active
26
total
1640
citations by yearno axis
adoption 73 dependents 70 direct, 5 indirect · pypi/browser-use · deps.dev · adoption signal, not part of the momentum score

Browser Use holds an Evidaxis momentum score of 22.3 of 100 on methodology m2, snapshot 2026-08-08, measured within the GUI & Computer-Use Agents cohort (n = 7). 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 -1.25, regime reversing. prior slope -0.054, recent slope +0.067 per week. -0.054prior 39w+0.067recent 13w-1.25×
swing
-1.25×
regime
reversing
windows
13w vs 39w
snapshot 1 of 1 · · m2
commit-axis Sharpe log-linear slope over residual std, value -0.040 with 95% CI -0.064 to -0.017, 50 degrees of freedom. CI spans zero.0-0.04095% CI -0.064, -0.017-0.064-0.017
sharpe
-0.040
95% ci
-0.064, -0.017
dof
50
snapshot 1 of 1 · · m2
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 · · 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

Browser Use dependents over time5 points, range 65 to 73 dependents.
min
65 dependents
max
73 dependents
latest
73 dependents
points
5

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

Verdict

Browser Use 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

browser-use/browser-use development-velocity axis

Embed this badge

Evidaxis single-axis, Browser Use
[![Evidaxis: Browser Use](https://evidaxis.org/badge/e_1GSH6ZQHW7B/2026-w32.svg)](https://evidaxis.org/e/e_1GSH6ZQHW7B)

Others in GUI & Computer-Use Agents

Agent S GUI & Computer-Use Agents
Single-axis
54
p83
vel +0.31 cit no axis
axis dials
+0.31 n/a
Agent-E GUI & Computer-Use Agents
Single-axis
44
p67
vel -0.48 cit no axis
axis dials
-0.48 n/a
OmniParser GUI & Computer-Use Agents
Single-axis
62
p100
vel +0.98 cit no axis
axis dials
+0.98 n/a
OSWorld GUI & Computer-Use Agents
Single-axis
8
p0
vel -3.38 cit no axis
axis dials
-3.38 n/a
ShowUI GUI & Computer-Use Agents
Single-axis
43
p50
vel -0.54 cit no axis
axis dials
-0.54 n/a
UI-TARS Desktop GUI & Computer-Use Agents
Single-axis
36
p33
vel -1.13 cit no axis
axis dials
-1.13 n/a

Full GUI & Computer-Use Agents cohort →

entity_id e_1GSH6ZQHW7B 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, Browser Use, entity e_1GSH6ZQHW7B, snapshot 2026-w32.”

Durable reference (format-independent): urn:evidaxis:claim:e_1GSH6ZQHW7B:m2:2026-08-08