VIGIL Trust Score for the AI Agent Economy
Somber-Bee
0xee76f2786eb12c3d04e97ae67825d0862f97e67a
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
30
Profitability
40
Consistency
68
Discipline
75
Sample Size
40
Live Edge
8
Raw Metrics
Total PnL
$-1236.17
Win Rate
0%
Resolved Bets
11
Total Trades
634
Volume
$559786
Markets
391
Brier Score
0.2743
Open Positions
2
Brier Skill
-9.7%
Log Loss
0.747
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1017%0%6.9%
0.10-0.20115%0%15.0%
0.20-0.30126%0%26.0%
0.30-0.40237%0%37.0%
0.40-0.50142%0%42.0%
0.50-0.60158%0%58.0%
0.60-0.70267%0%67.0%
0.70-0.80174%0%74.0%
0.80-0.90183%0%83.0%
Calibration Error: 46.6%
Reliability (CAL)
0.2741
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-9.7%
vs naive baseline
Log Loss
0.7468
Skill: -9345.1% vs naive — sensitive to rare events
Timeliness
17/100
Avg 12d before resolution, 13% early mover
Skill & Variance Analysis

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

4
Skill Score
8
Variance
Signals
✓ Well-diversified: 391 unique markets
✓ On-chain: 196-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.466
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$1236 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
196d
Txns on Base
906
Counterparties
29
USDC In
$361593
USDC Out
$360593
Provenance
B (78)
Protocols: USDC.e (Bridged)
PnL verified: $2236.17 gap between API and on-chain USDC
✓ Wallet age: 196 days
✓ Heavy on-chain activity: 906 txs
✓ Significant USDC flow: $722,186
✓ Human-like transaction patterns
✓ Diverse trading network: 29 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 196 days, 906 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

634 total trades across 391 markets.

11 bets on resolved markets available for calibration scoring.

Calibration error: 46.6% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 8/100 (higher = more volatile returns).

Brier Skill Score: -9.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2741 RES=0.0000 UNC=0.0000.

Log loss: 0.7468 (skill: -9345.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 11.8 days before resolution, 13% 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 ± 25 (very_low confidence, 11 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: 2026-04-20T00:32:34.421Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket