VIGIL Trust Score for the AI Agent Economy
Kosher-Airfield
0x172b6b47cccc681c12246db1ec09f64a83dfa4c4
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
3
Profitability
39
Consistency
59
Discipline
75
Sample Size
60
Live Edge
38
Raw Metrics
Total PnL
$-16.42
Win Rate
0%
Resolved Bets
32
Total Trades
2000
Volume
$4782
Markets
561
Brier Score
0.4743
Open Positions
2
Brier Skill
-89.7%
Log Loss
1.316
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1012%0%1.8%
0.10-0.20113%0%13.0%
0.20-0.30125%0%25.0%
0.30-0.40135%0%35.0%
0.40-0.50445%0%44.9%
0.50-0.60352%0%51.6%
0.60-0.70565%0%64.6%
0.70-0.80575%0%75.0%
0.80-0.90885%0%85.3%
0.90-1.00394%0%93.7%
Calibration Error: 64.7%
Reliability (CAL)
0.4737
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-89.7%
vs naive baseline
Log Loss
1.3158
Skill: -16540.0% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 561 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4743
⚠ Overconfidence bias: 0.647
⚠ Brier Skill Score: -89.7% — 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
2372
Counterparties
3
USDC In
$5527
USDC Out
$5470
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $73.73 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2372 txs
✓ Significant USDC flow: $10,997
✓ Human-like transaction patterns
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 52% with top address
Reasoning

On-chain verification: wallet age 21 days, 2372 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

2000 total trades across 561 markets.

32 bets on resolved markets available for calibration scoring.

Calibration error: 64.7% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -89.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4737 RES=0.0000 UNC=0.0000.

Log loss: 1.3158 (skill: -16540.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.1 days before resolution, 0% early mover.

What Does F/34 Mean?

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

Confidence: F/34 ± 15 (low confidence, 32 resolved bets). Low confidence — take this score with a grain of salt until more markets resolve.

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: 2026-04-20T01:42:28.212Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket