VIGIL Trust Score for the AI Agent Economy
538340122
0xf850de6a5ee0a6161c6230af4e9b463f2cd96788
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
59 / 100
VIGIL Dimensions
Calibration
23
Profitability
100
Consistency
73
Discipline
92
Sample Size
100
Live Edge
39
Raw Metrics
Total PnL
$19340.6
Win Rate
0%
Resolved Bets
306
Total Trades
3100
Volume
$33697
Markets
111
Brier Score
0.312
Open Positions
16
Brier Skill
-24.8%
Log Loss
0.865
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10128%0%8.5%
0.10-0.202415%0%15.4%
0.20-0.304425%0%25.0%
0.30-0.402835%0%34.7%
0.40-0.504045%0%44.7%
0.50-0.603855%0%54.8%
0.60-0.704465%0%65.1%
0.70-0.804075%0%75.0%
0.80-0.902285%0%85.0%
0.90-1.001493%0%92.6%
Calibration Error: 50.5%
Reliability (CAL)
0.3112
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-24.8%
vs naive baseline
Log Loss
0.8648
Skill: -10836.8% vs naive — sensitive to rare events
Signals
✓ Net profitable: +$19341 total PnL
✓ Well-diversified: 111 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $16,635 total USDC.e received from Polymarket contracts across 35 tx (Polygon)
⚠ Overconfidence bias: 0.505
⚠ Brier Skill Score: -24.8% — 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
⚠ Low win rate: 0%
⚠ PnL divergence: $15412 gap between API and on-chain USDC flows
⚠ On-chain: wash trading signal — 100% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
22d
Txns on Base
3000
Counterparties
4
USDC In
$22335
USDC Out
$18406
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $15411.75 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $40,741
✓ Human-like transaction patterns
⚠ Young wallet: only 22 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 22 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $16,635 in / $0 out across 35 withdrawal tx since 2026-04-01.

3100 total trades across 111 markets.

306 bets on resolved markets available for calibration scoring.

Calibration error: 50.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 15/100 (higher = more volatile returns).

Brier Skill Score: -24.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3112 RES=0.0000 UNC=0.0000.

Log loss: 0.8648 (skill: -10836.8% vs naive). Lower log loss = better calibration on rare events.

What Does C/59 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/59 ± 3 (high confidence, 306 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: 2026-04-21T19:51:51.252Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket