VIGIL Trust Score for the AI Agent Economy
PachincoMan
0xb8ac63f5152081649e84e4b2273f03e3424e2995
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
11
Profitability
0
Consistency
57
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-8724.81
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$9691
Markets
875
Brier Score
0.4076
Open Positions
0
Brier Skill
-63.0%
Log Loss
1.263
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101805%0%4.7%
0.10-0.2014814%0%14.4%
0.20-0.305426%0%26.0%
0.30-0.403834%0%34.4%
0.40-0.503244%0%44.3%
0.50-0.604256%0%55.5%
0.60-0.704866%0%65.7%
0.70-0.809275%0%75.2%
0.80-0.9016486%0%85.9%
0.90-1.0020295%0%95.0%
Calibration Error: 52.8%
Reliability (CAL)
0.4069
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-63.0%
vs naive baseline
Log Loss
1.2628
Skill: -15870.6% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 875 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4076
⚠ Overconfidence bias: 0.528
⚠ Brier Skill Score: -63.0% — 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: -$8725 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $8760 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
93d
Txns on Base
2000
Counterparties
0
USDC In
$3806
USDC Out
$3771
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $8759.94 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 93 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $2,209 in / $0 out across 112 withdrawal tx since 2026-04-05.

3100 total trades across 875 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 52.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 29/100 (higher = more volatile returns).

Brier Skill Score: -63.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4069 RES=0.0000 UNC=0.0000.

Log loss: 1.2628 (skill: -15870.6% vs naive). Lower log loss = better calibration on rare events.

What Does F/34 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/34 [CI95: F→D, 33-35] (1000 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: 2026-07-04T00:25:07.023Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket