VIGIL Trust Score for the AI Agent Economy
Trader 0xc68038...
0xc68038358abf75c1dfa1f55ce8af2182716e458f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
0
Profitability
39
Consistency
50
Discipline
90
Sample Size
40
Live Edge
39
Raw Metrics
Total PnL
$-13.42
Win Rate
8%
Resolved Bets
24
Total Trades
595
Volume
$2799
Markets
51
Brier Score
0.4243
Open Positions
28
Brier Skill
-455.5%
Log Loss
1.239
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1015%0%5.0%
0.30-0.40336%0%35.7%
0.40-0.50647%17%30.2%
0.50-0.60253%0%52.6%
0.60-0.70366%0%66.4%
0.70-0.80279%0%78.5%
0.80-0.90189%0%89.4%
0.90-1.00694%17%77.5%
Calibration Error: 54.6%
Reliability (CAL)
0.3521
Lower = better calibrated
Resolution (RES)
0.0069
Higher = stronger opinions
Brier Skill Score
-455.5%
vs naive baseline
Log Loss
1.2392
Skill: -332.0% 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).

1
Skill Score
76
Variance
Signals
✓ Well-diversified: 51 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4243
⚠ Overconfidence bias: 0.546
⚠ High luck component: 76/100 — returns may not persist
⚠ Brier Skill Score: -455.5% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 8%
⚠ On-chain: wallet only 1 days old on Polygon
⚠ On-chain: wash trading signal — 77% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
1d
Txns on Base
880
Counterparties
4
USDC In
$2133
USDC Out
$2130
Provenance
C (50)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $16.33 gap between API and on-chain USDC
✓ Heavy on-chain activity: 880 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 1 days old — possible sybil
⚠ Wash trading signal: 77% of txs with single counterparty
Reasoning

On-chain verification: wallet age 1 days, 880 txs, provenance grade C. Bot score: 10/100, wash trading score: 80/100.

Polymarket on-chain coverage: $91 in / $0 out across 14 withdrawal tx since 2026-04-24.

595 total trades across 51 markets.

24 bets on resolved markets available for calibration scoring.

Calibration error: 54.6% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 76/100 (higher = more volatile returns).

Brier Skill Score: -455.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3521 RES=0.0069 UNC=0.0764.

Log loss: 1.2392 (skill: -332.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.5 days before resolution, 0% early mover.

What Does D/36 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: INS (24 resolved bets — insufficient data for grade CI). 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: 2026-04-25T04:52:03.499Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket