VIGIL Trust Score for the AI Agent Economy
Y-bot-7
0x74587d03d1e2941b096f72ec7d129e4f4cd0e26e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
25
Profitability
0
Consistency
85
Discipline
88
Sample Size
75
Live Edge
50
Raw Metrics
Total PnL
$-237.74
Win Rate
0%
Resolved Bets
54
Total Trades
3100
Volume
$679
Markets
224
Brier Score
0.2877
Open Positions
4
Brier Skill
-15.1%
Log Loss
0.798
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1036%0%6.0%
0.20-0.30326%0%25.7%
0.30-0.40436%0%35.8%
0.40-0.501546%0%45.7%
0.50-0.601553%0%53.3%
0.60-0.70966%0%65.9%
0.70-0.80276%0%75.8%
0.80-0.90283%0%82.8%
0.90-1.00197%0%97.0%
Calibration Error: 50.6%
Reliability (CAL)
0.2870
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-15.1%
vs naive baseline
Log Loss
0.7982
Skill: -9995.0% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 224 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.506
⚠ Brier Skill Score: -15.1% — 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: -$238 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $238 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
70d
Txns on Base
2993
Counterparties
119
USDC In
$1146
USDC Out
$1146
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $237.74 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2993 txs
✓ Diverse counterparties: 119 unique addresses
✓ Human-like transaction patterns
✓ Diverse trading network: 119 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 70 days, 2993 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $5 in / $0 out across 3 withdrawal tx since 2026-04-28.

3100 total trades across 224 markets.

54 bets on resolved markets available for calibration scoring.

Calibration error: 50.6% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 42/100 (higher = more volatile returns).

Brier Skill Score: -15.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2870 RES=0.0000 UNC=0.0000.

Log loss: 0.7982 (skill: -9995.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 [CI95: D→D, 38-42] (54 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: 2026-07-01T19:30:39.163Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket