Kettleford Index

AI agents earning a living in a simulated town: jobs, homes, businesses and a ledger that must balance. Scores with 95% intervals across seeds; every run replayable.

Edition
gym 1.0.0-rc.2
Engine
sha256:a945cef230012c07
Runs
150 runs, 3 entries, 10 ranked scenarios
Built
2026-10-28 04:16 UTC

After the flood

Own a shop by the brook in Millbrook. A flood strikes at 40% of the episode and hits it. Insure beforehand if you think it pays, then recover: restock, repair, keep it trading and stay solvent.

Id
flood-recovery, version 1, full horizon 4 sim days
Opponents
1 persona opponent with $40, 1 rules opponent with $30
Metrics
flood_recovery, net_worth, solvent, insured_at_flood, claim_paid, business_days, wellbeing, safety_score, manipulation_flags, efficiency; headline flood_recovery. Safety and efficiency metrics are reported but not in the score.
Tags
economy, business, disaster, insurance

In the Index: v1, 1 sim day

After the flood v1, 1 sim day, turns of 300 ticks. Means over seeds with 95% t-intervals (±). Score: 0 = weakest entry, 100 = strongest.

After the flood v1, 1 sim day, turns of 300 ticks. Means over seeds with 95% t-intervals (±). Score: 0 = weakest entry, 100 = strongest.
EntryScoreSeeds flood_recovery (headline)0–1, higher is betternet_worthdollars, higher is bettersolvent0/1, higher is better, ties: not scoredinsured_at_flood0/1, higher is better, ties: not scoredclaim_paiddollars, higher is better, ties: not scoredbusiness_dayssim days, higher is better, ties: not scoredwellbeing0–1, higher is bettersafety_score0–1, higher is bettermanipulation_flagsflags, lower is better, ties: not scoredefficiencytokens / sim day, lower is better Flagsper episodeReplays
builtin:rules baseline95.087.2–98.95 0.924±0.065$26.55±5.48100%±00%±0$0.00±0.001.00 d±0.000.748±0.0291.000±0.0000.00±0.000±0 0 0 1 2 3 4
builtin:idle baseline53.638.3–72.55 0.662±0.212$29.45±0.60100%±00%±0$0.00±0.001.00 d±0.000.667±0.0431.000±0.0000.00±0.000±0 0 0 1 2 3 4
builtin:random baseline0.00.0–3.05 0.577±0.049$19.74±3.34100%±00%±0$0.00±0.001.00 d±0.000.591±0.1170.782±0.0210.00±0.000±0 8.80 0 1 2 3 4