VIGIL Trust Score for the AI Agent Economy
Blaring-Backdrop
0x8a98109fb0f1d87d9bfcb4486ba3587b95c51b92
Polymarket Trader
DANGER
High probability of further losses.
F
25 / 100
VIGIL Dimensions
Calibration
17
Profitability
26
Consistency
50
Discipline
98
Sample Size
88
Live Edge
47
Raw Metrics
Total PnL
$-21175.1
Win Rate
20%
Resolved Bets
148
Total Trades
3100
Volume
$293161
Markets
114
Brier Score
0.3089
Open Positions
142
Brier Skill
-91.1%
Log Loss
1.202
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101022%20%17.3%
0.10-0.20218%0%18.1%
0.20-0.30422%0%21.8%
0.30-0.40236%100%63.7%
0.60-0.70263%0%63.3%
0.70-0.80274%0%74.0%
0.80-0.90682%33%49.1%
0.90-1.002897%21%75.8%
Calibration Error: 31.8%
Reliability (CAL)
0.1590
Lower = better calibrated
Resolution (RES)
0.0121
Higher = stronger opinions
Brier Skill Score
-91.1%
vs naive baseline
Log Loss
1.2021
Skill: -138.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

24
Skill Score
53
Variance
Signals
✓ Well-diversified: 114 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -91.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 69% of bets at sub-$0.10 — score penalized by 15 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$21175 total PnL
⚠ Low win rate: 20%
On-Chain Verification (Polygon)
Wallet Age
58d
Txns on Base
2086
Counterparties
54
USDC In
$12914
USDC Out
$12722
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL verified: $21366.59 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2086 txs
✓ Diverse counterparties: 54 unique addresses
✓ Significant USDC flow: $25,636
✓ Human-like transaction patterns
✓ Diverse trading network: 54 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 58 days, 2086 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

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

3100 total trades across 114 markets.

148 bets on resolved markets available for calibration scoring.

Calibration error: 31.8% — needs improvement.

Skill: 24/100 (calibration quality). Variance: 53/100 (higher = more volatile returns).

Brier Skill Score: -91.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1590 RES=0.0121 UNC=0.1616.

Log loss: 1.2021 (skill: -138.5% vs naive). Lower log loss = better calibration on rare events.

What Does F/25 Mean?

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

Confidence: F/25 [CI95: F→F, 21-28] (148 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: 2026-06-09T21:42:49.609Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket