VIGIL Trust Score for the AI Agent Economy
JAR824
0x36309c6e27fdce6f03ba86f514a6de4afe873f8f
Polymarket Trader
DANGER
High probability of further losses.
F
28 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
55
Discipline
44
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$-937.65
Win Rate
1%
Resolved Bets
616
Total Trades
3100
Volume
$1596
Markets
7
Brier Score
0.4096
Open Positions
4
Brier Skill
-999.0%
Log Loss
1.402
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101224%0%3.9%
0.10-0.205615%0%15.0%
0.20-0.302426%0%25.6%
0.30-0.403835%5%30.0%
0.40-0.503244%0%44.0%
0.50-0.604455%0%55.2%
0.60-0.705265%0%64.8%
0.70-0.804875%4%70.7%
0.80-0.904285%0%84.6%
0.90-1.0015896%0%96.2%
Calibration Error: 52.6%
Reliability (CAL)
0.4029
Lower = better calibrated
Resolution (RES)
0.0003
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.4019
Skill: -3478.1% vs naive — sensitive to rare events
Signals
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4096
⚠ Overconfidence bias: 0.526
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -6249.0% — 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: -$938 total PnL
⚠ Low win rate: 1%
⚠ PnL divergence: $1646 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
53d
Txns on Base
2973
Counterparties
101
USDC In
$10547
USDC Out
$9839
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $1645.94 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2973 txs
✓ Diverse counterparties: 101 unique addresses
✓ Significant USDC flow: $20,386
✓ Human-like transaction patterns
✓ Diverse trading network: 101 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 53 days, 2973 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $7,726 in / $0 out across 236 withdrawal tx since 2026-03-08.

3100 total trades across 7 markets.

616 bets on resolved markets available for calibration scoring.

Calibration error: 52.6% — needs improvement.

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

Brier Skill Score: -6249.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4029 RES=0.0003 UNC=0.0065.

Log loss: 1.4019 (skill: -3478.1% vs naive). Lower log loss = better calibration on rare events.

What Does F/28 Mean?

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

Confidence: F/28 [CI95: F→F, 26-29] (616 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: 2026-04-29T08:21:31.426Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket