VIGIL Trust Score for the AI Agent Economy
5f5a
0xa42f127d7e8df9f16881ffcc9ed0bc0326875f5a
Polymarket Trader
DANGER
High probability of further losses.
F
17 / 100
VIGIL Dimensions
Calibration
0
Profitability
31
Consistency
7
Discipline
98
Sample Size
100
Live Edge
52
Raw Metrics
Total PnL
$-939.55
Win Rate
59%
Resolved Bets
424
Total Trades
3100
Volume
$20644
Markets
181
Brier Score
0.5094
Open Positions
322
Brier Skill
-109.8%
Log Loss
2.147
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102763%67%63.9%
0.10-0.203813%16%2.4%
0.20-0.301623%50%27.1%
0.30-0.40832%25%7.4%
0.40-0.50443%0%43.2%
0.50-0.60656%33%22.2%
0.60-0.70463%0%63.0%
0.80-0.901685%38%47.8%
0.90-1.005697%71%25.7%
Calibration Error: 49.5%
Reliability (CAL)
0.2926
Lower = better calibrated
Resolution (RES)
0.0343
Higher = stronger opinions
Brier Skill Score
-109.8%
vs naive baseline
Log Loss
2.1472
Skill: -216.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

6
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Well-diversified: 181 unique markets
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.5094
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -109.8% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 65% of bets at sub-$0.10 — score penalized by 15 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$940 total PnL
⚠ PnL divergence: $10587 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 60)
On-Chain Verification (Polygon)
Wallet Age
172d
Txns on Base
2991
Counterparties
33
USDC In
$17503
USDC Out
$7856
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $10586.62 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2991 txs
✓ Significant USDC flow: $25,359
✓ Diverse trading network: 33 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 119 burst txs, median interval 8s
Reasoning

On-chain verification: wallet age 172 days, 2991 txs, provenance grade B. Bot score: 60/100, wash trading score: 0/100.

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

3100 total trades across 181 markets.

424 bets on resolved markets available for calibration scoring.

Calibration error: 49.5% — needs improvement.

Skill: 6/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -109.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2926 RES=0.0343 UNC=0.2428.

Log loss: 2.1472 (skill: -216.4% vs naive). Lower log loss = better calibration on rare events.

What Does F/17 Mean?

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

Confidence: F/17 [CI95: F→F, 15-19] (424 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: 2026-06-30T14:23:44.160Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket