VIGIL Trust Score for the AI Agent Economy
BadFallen
0x3048d65321be3497164cdfc2996f94f98a2e7537
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
56 / 100
VIGIL Dimensions
Calibration
19
Profitability
34
Consistency
64
Discipline
86
Sample Size
100
Live Edge
80
Raw Metrics
Total PnL
$-1071.06
Win Rate
0%
Resolved Bets
270
Total Trades
3100
Volume
$37224
Markets
262
Brier Score
0.3388
Open Positions
4
Brier Skill
-35.5%
Log Loss
0.920
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1026%0%6.0%
0.10-0.203216%0%15.8%
0.20-0.303424%0%23.8%
0.30-0.402833%0%33.2%
0.40-0.502645%0%45.4%
0.50-0.602255%0%55.2%
0.60-0.703265%0%64.8%
0.70-0.805076%0%76.0%
0.80-0.904083%0%82.7%
0.90-1.00496%0%96.0%
Calibration Error: 52.7%
Reliability (CAL)
0.3381
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-35.5%
vs naive baseline
Log Loss
0.9200
Skill: -11534.5% vs naive — sensitive to rare events
Signals
✓ Strong live edge: 4 open positions trending profitable
✓ Well-diversified: 262 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.527
⚠ Brier Skill Score: -35.5% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$1071 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2000
Counterparties
0
USDC In
$350
USDC Out
$350
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL verified: $1071.06 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 21 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 21 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 262 markets.

270 bets on resolved markets available for calibration scoring.

Calibration error: 52.7% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -35.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3381 RES=0.0000 UNC=0.0000.

Log loss: 0.9200 (skill: -11534.5% vs naive). Lower log loss = better calibration on rare events.

What Does C/56 Mean?

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

Confidence: C/56 [CI95: C→C, 55-57] (270 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: 2026-07-01T05:56:04.117Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket