VIGIL Trust Score for the AI Agent Economy
Trader 0x9bfbb4...
0x9bfbb4565e7cd5aa50c17e46aadc4c049ac3dc47
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
20
Profitability
0
Consistency
39
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-6397.34
Win Rate
0%
Resolved Bets
997
Total Trades
3100
Volume
$26462
Markets
1391
Brier Score
0.35
Open Positions
0
Brier Skill
-40.0%
Log Loss
1.468
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102521%0%1.0%
0.10-0.201418%0%18.1%
0.20-0.303825%0%24.8%
0.30-0.405035%0%34.8%
0.40-0.5029545%0%44.9%
0.50-0.607553%0%52.5%
0.60-0.70963%0%63.3%
0.70-0.80476%0%75.5%
0.80-0.90286%0%85.7%
0.90-1.0025899%0%98.9%
Calibration Error: 47.1%
Reliability (CAL)
0.3496
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-40.0%
vs naive baseline
Log Loss
1.4684
Skill: -18470.3% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

4
Skill Score
18
Variance
Signals
✓ Well-diversified: 1391 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.471
⚠ Brier Skill Score: -40.0% — 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: -$6397 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $6397 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
90d
Txns on Base
3000
Counterparties
8
USDC In
$1491
USDC Out
$1491
Provenance
B (65)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL divergence: $6397.34 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Human-like transaction patterns
⚠ Counterparty concentration: 92% with top address
Reasoning

On-chain verification: wallet age 90 days, 3000 txs, provenance grade B. Bot score: 10/100, wash trading score: 50/100.

Polymarket on-chain coverage: $244 in / $0 out across 48 withdrawal tx since 2026-04-01.

3100 total trades across 1391 markets.

997 bets on resolved markets available for calibration scoring.

Calibration error: 47.1% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -40.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3496 RES=0.0000 UNC=0.0000.

Log loss: 1.4684 (skill: -18470.3% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.2 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 [CI95: F→D, 33-35] (997 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: 2026-06-30T14:19:59.187Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket