🧠 OpenClaw Memory Compaction Analysis

Measuring information loss across 12 compaction events | Context window: 200k tokens

12
Compaction Events
20.5%
Avg Retention Score
144.6k
Avg Tokens Dropped
90.3%
Avg Utilization Before
📉 Token Utilization vs Retention Score (per compaction)
📊 Retention Score by Probe Type
🗺️ Compaction Timeline — Utilization Before & After
📋 Per-Compaction Detail
# Timestamp Tokens Before Tokens After Utilization Probes Retention Summary Len
12026-02-16 02:56125,11624,54762.6%955.8%5,098
22026-02-16 20:43187,66080,10693.8%11.1%10,779
32026-02-17 09:01198,52029,89099.3%616.8%15,108
42026-02-17 09:03198,52029,89099.3%616.9%14,407
52026-02-17 10:10180,92831,19590.5%540.2%18,484
62026-02-17 10:12180,92831,19590.5%540.2%17,246
72026-02-19 18:57180,53132,03090.3%40.5%15,873
82026-02-19 18:59180,53132,03090.3%40.5%15,950
92026-02-21 20:20181,39432,70490.7%425.4%16,819
102026-02-22 08:09181,39432,70490.7%425.4%16,410
112026-02-23 06:36185,47837,39292.7%911.4%20,770
122026-02-23 08:38185,47837,39292.7%911.4%19,507