Evidaxis
Dated record

CAMEL

repo · Agent Frameworks, n = 17 · camel-ai/camel · paper: W4362508448 · as of

5.2 commits/week averaged over the trailing window (niche median 21.5). OpenAlex: 102 citing works indexed to date, including the current year. deps.dev: 14 direct dependents. 17,776 GitHub stars, recorded, not scored. Measured for CAMEL as of 2026-09-26; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 5.2 averaged, trailing window niche median 21.5 (n = 17) last commit week 2026-09-20 measured · GitHub ·
citations 102 all years, indexed to date niche median 60 (n = 5) measured · OpenAlex ·
direct dependents 14 partition 2026-09-07 niche median 151 (n = 17) measured · deps.dev snapshot ·
stars 17,776 recorded, not scored niche median 29,503 (n = 17) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error README badge

Is CAMEL still maintained?

5.2 commits per week averaged over the trailing window (niche median 21.5/wk, n = 17).

GitHub averaged 5.2 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-20.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: -3 · 52-week range: 0 to 35 commits in an individual week.

line chart: CAMEL, weekly commits, 1 in latest week vs niche median 12, 2025-09-28 to 2026-09-20
CAMEL averaged 5.2 commits a week, 0.2 times the niche median of 21.5. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-023058
2026-08-091166
2026-08-164271
2026-08-231139
2026-08-307060
2026-09-0611240
2026-09-130037
2026-09-201186
heatmap chart: CAMEL, weeks with commits, 24 of 26, 2026-03-29 to 2026-09-20
24 of the last 26 captured weeks had commits for CAMEL. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-287
2025-10-0524
2025-10-1219
2025-10-1923
2025-10-2612
2025-11-0218
2025-11-0911
2025-11-1621
2025-11-2321
2025-11-3032
2025-12-0725
2025-12-1435
2025-12-2111
2025-12-2820
2026-01-0422
2026-01-1117
2026-01-1825
2026-01-2510
2026-02-0130
2026-02-0819
2026-02-1512
2026-02-228
2026-03-0123
2026-03-0811
2026-03-1510
2026-03-224
2026-03-291
2026-04-051
2026-04-127
2026-04-1913
2026-04-263
2026-05-030
2026-05-1021
2026-05-173
2026-05-2410
2026-05-315
2026-06-077
2026-06-142
2026-06-2112
2026-06-281
2026-07-059
2026-07-128
2026-07-1911
2026-07-266
2026-08-023
2026-08-091
2026-08-164
2026-08-231
2026-08-307
2026-09-0611
2026-09-130
2026-09-201

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week5.2-0.2-10.75.2 to 22.4GitHub, trailing 12 weeks2026-09-26Public query5.2
Citing works1023no reading99 to 102OpenAlex, all years2026-09-26Public query102
Direct dependents14no readingno reading14 to 14Direct dependents2026-09-07Public query14
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars17,776124no reading17,308 to 17,776GitHub stars, unscored2026-09-26Public query17,745

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How many citations does CAMEL have?

102 citing works indexed to date, including the current year (registry median 489 among systems with a scored citation axis); yearly slope over 3 completed years 0.777/yr.

bar chart: CAMEL, citing works, 102 vs niche median 60, 2023-2025 completed years
102 OpenAlex citing works for CAMEL; niche median 60. OpenAlex · .
OpenAlex citing works by completed calendar year
YearCiting works
202310
202427
202551
Total indexed to date, including current year102

OpenAlex · period 2023 to 2025 · n = 3 years · method completed calendar years · updated · version 9d2fe956adbc-b1 · CSV by year

Other indexes count differently. A citation count is the number of citing works an index links to a record on a date; this page counts OpenAlex links to W4362508448 as of 2026-09-26. Check the same work: OpenAlex W4362508448 · Semantic Scholar search · Google Scholar search. Seeing a different number? Report the missing work id.

How to cite CAMEL's record?

Evidaxis. CAMEL measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_VBBNJDDB0DA:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_VBBNJDDB0DA/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

Is anyone using CAMEL?

14 packages depend on CAMEL directly (deps.dev, 2026-09-07; niche median 151).

sparkline chart: CAMEL, direct dependents, 14 vs niche median 151, 2026-08-31 to 2026-09-07
14 direct dependents on deps.dev for CAMEL; niche median 151. deps.dev weekly package union · .
Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
2026-09-071423m3 package union

Daily dependents (unscored): no reading. 17,776 GitHub stars, recorded, not scored.

deps.dev · period 2026-09-07 · n = 23 partitions · method m3 package union · updated · version 9d2fe956adbc-b1 · CSV

How does CAMEL compare with its niche?

17 systems in Agent Frameworks; niche median 21.5 commits per week. The reader chooses the sort order.

dot plot chart: CAMEL, averaged commits per week, 5.2 vs niche median 21.5, 2026-09-26
CAMEL at 5.2 commits a week among 17 systems; niche median 21.5. GitHub, current cohort · .
All 17 systems, alphabetical; choose a heading to sort
AgentScope21.593032,410
Agno28no reading11142,351
AutoGen0no reading15161,178
CAMEL5.21021417,776
CrewAI24.2no reading34259,063
DSPy13.56016638,344
Google ADK106.2no reading21821,651
LangGraph8.2no reading1,73942,326
Letta0.6581324,896
Mastra422.2no reading41628,346
MetaGPT01531170,633
Microsoft Agent Framework68.8no reading2113,814
OpenAI Agents SDK59.6no reading35229,709
PydanticAI98no reading72420,195
Qwen-Agent0no reading817,128
smolagents0.7no reading9529,503
Strands Agents55.5no reading2068,453

Evidaxis snapshot · period 2026-09-26 · n = 17 systems · method medians of measured values · updated · version 9d2fe956adbc-b1 · CSV for this niche

What changed since the last snapshot?

1 published readings changed between snapshots fcfd3a7ccdcb and 9d2fe956adbc.

slope chart: CAMEL, changed published values, 1, 2026-09-19 to 2026-09-26
1 published values changed for CAMEL since 2026-09-19. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week5.25.20
Citing works1021020
Direct dependents14140
Stars17,74517,77631

Evidaxis snapshots · period 2026-09-19 to 2026-09-26 · n = 16 partitions · method paired snapshot values · updated · version 9d2fe956adbc-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

Paper reference on file: arXiv:2303.17760.

What is not measured for CAMEL, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Daily dependents (unscored)no reading captured

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 13 weekly observations; minimum 4. Axis coverage: 3 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

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

CAMEL

repo
Agent Frameworks · n = 17 · camel-ai/camel
3 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): measured ×
gate
0 of 3 axes

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

· Evidaxis snapshot · 2026-09-26
Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 17 in cohort
percentile 38 within cohort p25 p50 p75 p0 p100
percentile
p38
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.63 within cohort, log-slope -0.012/wk.0-0.63
velocity z
-0.63 σ
slope
-0.012/wk
· Evidaxis snapshot · 2026-09-26
log-slope -0.012/wk
citation z
citation z gaugecitation z+0.00 within cohort, log-slope +0.777/yr.0+0.00
citation z
+0.00 σ
slope
+0.777/yr
· Evidaxis snapshot · 2026-09-26
log-slope +0.777/yr
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.76 within cohort, log-slope +0.037/point.0+0.76
direct-dependents z
+0.76 σ
slope
+0.037/point
· Evidaxis snapshot · 2026-09-26
Direct-dependents axis: measured.
cohort
17
systems measured
weekly commits
5.2
Development velocity axis: measured.
total citations
102
Citation axis: measured.
momentum
50.6
percentile p38
commit heatmap, last 26 weeks5.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 21 in a week, 24 active weeks, 148 total.week 1: 1 commitsweek 2: 1 commitsweek 3: 7 commitsweek 4: 13 commitsweek 5: 3 commitsweek 6: 0 commitsweek 7: 21 commitsweek 8: 3 commitsweek 9: 10 commitsweek 10: 5 commitsweek 11: 7 commitsweek 12: 2 commitsweek 13: 12 commitsweek 14: 1 commitsweek 15: 9 commitsweek 16: 8 commitsweek 17: 11 commitsweek 18: 6 commitsweek 19: 3 commitsweek 20: 1 commitsweek 21: 4 commitsweek 22: 1 commitsweek 23: 7 commitsweek 24: 11 commitsweek 25: 0 commitsweek 26: 1 commits
weeks
26
peak/wk
21
active
24
total
148
· Evidaxis snapshot · 2026-09-26
citations by yeartotal 102
Citations by year2023: 10, 2024: 27, 2025: 51, 2026: 14. Total 102 citations.2023: 10 citations23102024: 27 citations24272025: 51 citations25512026: 14 citations2614
total cites
102
years
4
latest yr
14
· Evidaxis snapshot · 2026-09-26
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +1.80, regime accelerating. prior slope -0.042, recent slope -0.076 per week. -0.042prior 39w-0.076recent 13w+1.80×
swing
+1.80×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value -0.056 with 95% CI -0.074 to -0.037, 50 degrees of freedom. CI spans zero.0-0.05695% CI -0.074, -0.037-0.074-0.037
sharpe
-0.056
95% ci
-0.074, -0.037
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
methodology gate snapshot 1 of 1 · · m3
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 16 of 16 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.76
OLS slope
+0.037
Theil-Sen slope
+0.035
Latest direct dependents
14
Confirmed-clean points
23
Reconstructed history points
15
As-of partition
2026-09-07
Fragility veto
inactive
Rising vote
no

This axis measures the frozen-panel trajectory of the package set selected and linkage-verified as of 2026-07-21. Systems outside that panel are not measured on this axis. Residual survivorship beyond the frozen universe is disclosed, not denied.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. 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

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

sparkline chart: CAMEL, reconstructed commits, 1, 2025-w39 to 2026-w38
CAMEL has 1 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w397
2025-w4024
2025-w4119
2025-w4223
2025-w4312
2025-w4418
2025-w4511
2025-w4621
2025-w4721
2025-w4832
2025-w4925
2025-w5035
2025-w5111
2025-w5220
2026-w0122
2026-w0217
2026-w0325
2026-w0410
2026-w0530
2026-w0619
2026-w0712
2026-w088
2026-w0923
2026-w1011
2026-w1110
2026-w124
2026-w131
2026-w141
2026-w157
2026-w1613
2026-w173
2026-w1921
2026-w203
2026-w2110
2026-w225
2026-w237
2026-w242
2026-w2512
2026-w261
2026-w279
2026-w288
2026-w2911
2026-w306
2026-w313
2026-w321
2026-w334
2026-w341
2026-w357
2026-w3611
2026-w381
Peer signals
SystemMomentumPercentile
AgentScope79.8100
Agno45.625
AutoGen47.931
CAMEL50.638
CrewAI54.350
DSPy54.962
Google ADK61.781
LangGraph40.812
Letta40.50
Mastra57.375
MetaGPT53.844
Microsoft Agent Framework70.594
OpenAI Agents SDK5769
PydanticAI62.188
Qwen-Agent43.919
smolagents40.76
Strands Agents54.656

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt