VIGIL Trust Score for the AI Agent Economy
BigFishSushiChief
0x9b9ff79cdc3c6dc3abbc494b06ea577567bea26a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
38
Profitability
100
Consistency
71
Discipline
92
Sample Size
100
Live Edge
70
Raw Metrics
Total PnL
$179568.75
Win Rate
0%
Resolved Bets
980
Total Trades
3100
Volume
$175234
Markets
116
Brier Score
0.0162
Open Positions
20
Brier Skill
-299.3%
Log Loss
0.073
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.109641%0%0.7%
0.20-0.30226%0%26.2%
0.70-0.80270%0%70.5%
0.80-0.90289%0%88.8%
0.90-1.001096%0%96.0%
Calibration Error: 2.0%
Reliability (CAL)
0.0122
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-299.3%
vs naive baseline
Log Loss
0.0726
Skill: -173.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

58
Skill Score
42
Variance
Signals
✓ Strong Brier score: 0.0162
✓ Strong live edge: 20 open positions trending profitable
✓ Net profitable: +$179569 total PnL
✓ Well-diversified: 116 unique markets
✓ On-chain: human-like trading patterns
⚠ Brier Skill Score: -299.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 98% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
⚠ PnL divergence: $95419 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
49d
Txns on Base
2857
Counterparties
31
USDC In
$564044
USDC Out
$479895
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $95419.44 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2857 txs
✓ Significant USDC flow: $1,043,939
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 49 days, 2857 txs, provenance grade B. Bot score: 0/100, wash trading score: 20/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 116 markets.

980 bets on resolved markets available for calibration scoring.

Calibration error: 2.0% — excellent.

Skill: 58/100 (calibration quality). Variance: 42/100 (higher = more volatile returns).

Brier Skill Score: -299.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0122 RES=0.0000 UNC=0.0041.

Log loss: 0.0726 (skill: -173.9% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/38 ± 3 (high confidence, 980 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: 2026-04-21T15:16:34.416Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket