VIGIL Trust Score for the AI Agent Economy
alwaysLastInLife
0xf3a710078c35b891cc0ce98c1badaa023a4f2fd8
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
58 / 100
VIGIL Dimensions
Calibration
32
Profitability
100
Consistency
78
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$44666.84
Win Rate
0%
Resolved Bets
404
Total Trades
3100
Volume
$50658
Markets
98
Brier Score
0.2691
Open Positions
0
Brier Skill
-7.7%
Log Loss
0.776
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10227%0%7.3%
0.10-0.206616%0%15.5%
0.20-0.306425%0%25.1%
0.30-0.405634%0%34.5%
0.40-0.502844%0%43.8%
0.50-0.604255%0%55.0%
0.60-0.703665%0%65.1%
0.70-0.803074%0%74.2%
0.80-0.903885%0%84.9%
0.90-1.002292%0%92.4%
Calibration Error: 44.8%
Reliability (CAL)
0.2684
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-7.7%
vs naive baseline
Log Loss
0.7759
Skill: -9713.0% 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
20
Variance
Signals
✓ Net profitable: +$44667 total PnL
✓ Well-diversified: 98 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $13,283 total USDC.e received from Polymarket contracts across 30 tx (Polygon)
⚠ Overconfidence bias: 0.448
⚠ 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%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $40444 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
26d
Txns on Base
3000
Counterparties
4
USDC In
$18083
USDC Out
$13861
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $40444.46 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $31,944
✓ Human-like transaction patterns
⚠ Young wallet: only 26 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 26 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $13,283 in / $0 out across 30 withdrawal tx since 2026-04-01.

3100 total trades across 98 markets.

404 bets on resolved markets available for calibration scoring.

Calibration error: 44.8% — needs improvement.

Skill: 6/100 (calibration quality). Variance: 20/100 (higher = more volatile returns).

Brier Skill Score: -7.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2684 RES=0.0000 UNC=0.0000.

Log loss: 0.7759 (skill: -9713.0% vs naive). Lower log loss = better calibration on rare events.

What Does C/58 Mean?

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

Confidence: C/58 [CI95: C→C, 57-59] (404 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: 2026-04-26T08:58:18.877Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket