VIGIL Trust Score for the AI Agent Economy
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0xc76f85c258044adea3167f4ee7b29c24c4eba5db
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
53 / 100
VIGIL Dimensions
Calibration
3
Profitability
100
Consistency
79
Discipline
90
Sample Size
100
Live Edge
32
Raw Metrics
Total PnL
$18094.02
Win Rate
1%
Resolved Bets
366
Total Trades
3100
Volume
$18254
Markets
116
Brier Score
0.2734
Open Positions
8
Brier Skill
-999.0%
Log Loss
0.762
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1087%0%6.8%
0.10-0.203415%0%15.1%
0.20-0.306426%0%25.7%
0.30-0.405836%0%35.6%
0.40-0.504444%0%44.0%
0.50-0.603655%0%54.6%
0.60-0.703265%0%64.6%
0.70-0.805276%4%72.5%
0.80-0.903683%6%77.9%
0.90-1.00294%0%93.6%
Calibration Error: 46.5%
Reliability (CAL)
0.2622
Lower = better calibrated
Resolution (RES)
0.0004
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.7619
Skill: -1165.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

4
Skill Score
25
Variance
Signals
✓ Net profitable: +$18094 total PnL
✓ Well-diversified: 116 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.465
⚠ Brier Skill Score: -2429.3% — 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
⚠ Low win rate: 1%
⚠ PnL divergence: $13796 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
27d
Txns on Base
3000
Counterparties
4
USDC In
$11712
USDC Out
$7414
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $13795.78 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $19,125
✓ Human-like transaction patterns
⚠ Young wallet: only 27 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 27 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $6,412 in / $0 out across 24 withdrawal tx since 2026-03-31.

3100 total trades across 116 markets.

366 bets on resolved markets available for calibration scoring.

Calibration error: 46.5% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -2429.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2622 RES=0.0004 UNC=0.0108.

Log loss: 0.7619 (skill: -1165.1% vs naive). Lower log loss = better calibration on rare events.

What Does C/53 Mean?

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

Confidence: C/53 [CI95: C→C, 52-54] (366 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: 2026-04-27T08:52:16.480Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket