VIGIL Trust Score for the AI Agent Economy
Known-Icing
0xcb016f2b417f98c88fc91fffe7e69d4a6b1c7dfb
Polymarket Trader
DANGER
High probability of further losses.
F
21 / 100
VIGIL Dimensions
Calibration
15
Profitability
94
Consistency
0
Discipline
97
Sample Size
75
Live Edge
58
Raw Metrics
Total PnL
$13197.36
Win Rate
46%
Resolved Bets
96
Total Trades
3100
Volume
$48734
Markets
84
Brier Score
0.4109
Open Positions
122
Brier Skill
-65.5%
Log Loss
1.471
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10784%46%42.6%
0.10-0.20214%100%86.0%
0.30-0.40231%0%30.6%
0.40-0.50242%0%42.3%
0.50-0.60254%0%54.3%
0.70-0.80277%100%23.1%
0.80-0.90488%100%11.8%
0.90-1.00493%0%92.6%
Calibration Error: 43.9%
Reliability (CAL)
0.2121
Lower = better calibrated
Resolution (RES)
0.0463
Higher = stronger opinions
Brier Skill Score
-65.5%
vs naive baseline
Log Loss
1.4709
Skill: -113.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

15
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Net profitable: +$13197 total PnL
✓ Well-diversified: 84 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4109
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -65.5% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 81% of bets at sub-$0.10 — score penalized by 30 pts
⚠ PnL divergence: $13197 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
54d
Txns on Base
2000
Counterparties
0
USDC In
$25030
USDC Out
$25030
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $13197.36 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $50,059
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 54 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $926 in / $0 out across 8 withdrawal tx since 2026-05-13.

3100 total trades across 84 markets.

96 bets on resolved markets available for calibration scoring.

Calibration error: 43.9% — needs improvement.

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

Brier Skill Score: -65.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2121 RES=0.0463 UNC=0.2483.

Log loss: 1.4709 (skill: -113.3% vs naive). Lower log loss = better calibration on rare events.

What Does F/21 Mean?

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

Confidence: F/21 [CI95: F→F, 17-25] (96 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: 2026-07-05T02:36:48.457Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket