Weekly Active Users
14,820
+6.1% vs prev 30d
Submissions / day
312
+2.4%
Removal rate
11.7%
-0.9pp
Modqueue dwell p50
4m 12s
-37% vs legacy
Mod-action p50 latency
820ms
-41% vs legacy
Mod hours saved / wk
9.4h
vs legacy AssistantBOT
Submission cadence vs removals · 30d
Hourly bucketed. Orange line = mod-action p50 latency overlay (right axis).
submissions
removals
action latency p50
Flair cohorts · removal vs engagement
Cohort = posts grouped by submission-time flair. Sorted by volume.
| Flair | Posts | Removed | Avg score | Share |
|---|
| Biology | 2,140 | 9.1% | 184 |
|
| Physics | 1,820 | 7.4% | 212 |
|
| Astronomy | 1,506 | 10.2% | 301 |
|
| Medicine | 1,344 | 18.6% | 97 |
|
| Chemistry | 982 | 6.8% | 156 |
|
| (no flair) | 612 | 34.2% | 22 |
|
Modqueue funnel · last 30d
Drop-off from submission → resolution.
Submitted9,360
Auto-flagged3,182
Mod reviewed2,061
Action taken1,094
Appealed221
Reinstated63
Rule-trigger heatstrip · top 8
Per-rule fire counts × week. Darker = more.
Legacy AssistantBOT vs Devvit port
Same rule corpus, same host sub. Lower is better for latency.
| Metric | Legacy | Devvit | Δ |
|---|
| Action latency p50 | 1.39s | 0.82s | -41% |
| Action latency p95 | 4.10s | 1.74s | -58% |
| Modqueue dwell p50 | 6m 42s | 4m 12s | -37% |
| Mod hrs/wk (host) | 22.1h | 12.7h | -9.4h |
| Stat report freshness | 24h wiki | live | ∞ |
| Rule parity coverage | 100% | 96.4% | 3 left |
| Install steps | ~14 (host+keys) | 1 (Devvit) | -13 |
Top contributors · 30d
Posters by net contribution score (posts × score − removed × penalty).
| User | Posts | Comments | Removed | Score | Trend |
|---|
| u/quark_neutron | 14 | 206 | 0 | 4,812 | |
| u/biome_curator | 9 | 184 | 1 | 3,402 | |
| u/m_dwarf | 11 | 92 | 0 | 2,910 | |
| u/synth_chem | 6 | 140 | 2 | 2,108 | |
| u/lab_protocol | 4 | 118 | 0 | 1,744 | |
Mod retention cohort · weekly
% of mods who took ≥1 action that week. Cohort = signup month.
Source: Devvit Reddit API + modlog stream + imported legacy AssistantBOT CSV baseline
Refresh: real-time (post/comment submit triggers) · 5 min (aggregate rollups)
Parity test matrix: 278/288 rules green · 3 pending (custom regex flair) · 7 deprecated
Eligibility: host sub r/askscience WAU 14.8k · written consent on file · ported from kungming2/Artemis