VIGIL Trust Score for the AI Agent Economy
Anonn0011
0xdccf58e54674cb2a8c0e6254f86f88e8973417cc
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
52 / 100
VIGIL Dimensions
Calibration
10
Profitability
41
Consistency
60
Discipline
75
Sample Size
100
Live Edge
100
Raw Metrics
Total PnL
$48.04
Win Rate
0%
Resolved Bets
476
Total Trades
2678
Volume
$6530
Markets
971
Brier Score
0.4195
Open Positions
2
Brier Skill
-67.8%
Log Loss
1.171
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.1024%0%3.5%
0.10-0.20414%0%14.3%
0.20-0.301526%0%25.7%
0.30-0.403835%0%35.1%
0.40-0.508046%0%45.6%
0.50-0.608355%0%54.9%
0.60-0.708765%0%64.7%
0.70-0.807175%0%74.8%
0.80-0.905985%0%84.8%
0.90-1.003795%0%94.7%
Calibration Error: 61.9%
Reliability (CAL)
0.4187
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-67.8%
vs naive baseline
Log Loss
1.1705
Skill: -14703.4% vs naive — sensitive to rare events
Timeliness
4/100
Avg 4d before resolution, 0% early mover
Signals
✓ Net profitable: +$48 total PnL
✓ Well-diversified: 971 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4195
⚠ Overconfidence bias: 0.619
⚠ Brier Skill Score: -67.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2343
Counterparties
3
USDC In
$5416
USDC Out
$5339
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $28.95 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2343 txs
✓ Significant USDC flow: $10,755
✓ Human-like transaction patterns
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 50% with top address
Reasoning

On-chain verification: wallet age 21 days, 2343 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

2678 total trades across 971 markets.

476 bets on resolved markets available for calibration scoring.

Calibration error: 61.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -67.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4187 RES=0.0000 UNC=0.0000.

Log loss: 1.1705 (skill: -14703.4% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.3 days before resolution, 0% early mover.

What Does C/52 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/52 ± 3 (high confidence, 476 resolved bets). This score is highly reliable — enough resolved bets to be confident.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T01:46:02.327Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket