VIGIL Trust Score for the AI Agent Economy
CramSchoolClub01
0x7dfc8aa22f2d4d6f9cbf55cf86682a4d2477f54e
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
22
Profitability
0
Consistency
75
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-49831.74
Win Rate
0%
Resolved Bets
156
Total Trades
3100
Volume
$232704
Markets
86
Brier Score
0.3172
Open Positions
0
Brier Skill
-26.9%
Log Loss
0.924
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10141%0%1.1%
0.10-0.20216%0%16.4%
0.20-0.302027%0%27.0%
0.30-0.401434%0%34.2%
0.40-0.501246%0%46.3%
0.50-0.603255%0%55.1%
0.60-0.702864%0%64.0%
0.70-0.802475%0%74.9%
0.80-0.90489%0%88.5%
0.90-1.00699%0%99.0%
Calibration Error: 50.8%
Reliability (CAL)
0.3167
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-26.9%
vs naive baseline
Log Loss
0.9240
Skill: -11585.9% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 86 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
✓ On-chain: $205,465 total USDC.e received from Polymarket contracts across 59 tx (Polygon)
⚠ Overconfidence bias: 0.508
⚠ Brier Skill Score: -26.9% — 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
⚠ Net loss: -$49832 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $65671 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
7d
Txns on Base
2193
Counterparties
30
USDC In
$239730
USDC Out
$223891
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $65670.79 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2193 txs
✓ Significant USDC flow: $463,621
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 7 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 7 days, 2193 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $205,465 in / $0 out across 59 withdrawal tx since 2026-04-18.

3100 total trades across 86 markets.

156 bets on resolved markets available for calibration scoring.

Calibration error: 50.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 31/100 (higher = more volatile returns).

Brier Skill Score: -26.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3167 RES=0.0000 UNC=0.0000.

Log loss: 0.9240 (skill: -11585.9% vs naive). Lower log loss = better calibration on rare events.

What Does F/33 Mean?

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

Confidence: F/33 [CI95: F→D, 31-35] (156 resolved bets). Moderate confidence — score may shift as 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: 2026-04-25T08:57:33.009Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket