VIGIL Trust Score for the AI Agent Economy
melchior1248
0x36901eb0f21519cc9055662a6d2483e96da1e16f
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
58 / 100
VIGIL Dimensions
Calibration
67
Profitability
100
Consistency
100
Discipline
97
Sample Size
100
Live Edge
84
Raw Metrics
Total PnL
$631392.61
Win Rate
1%
Resolved Bets
902
Total Trades
3100
Volume
$26331
Markets
224
Brier Score
0.0067
Open Positions
98
Brier Skill
-0.7%
Log Loss
0.044
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.108422%0%2.4%
0.10-0.204010%5%5.4%
0.20-0.30224%0%23.8%
0.30-0.40237%0%36.9%
0.40-0.50246%0%45.7%
0.50-0.601050%0%50.0%
0.90-1.00492%100%7.9%
Calibration Error: 3.3%
Reliability (CAL)
0.0044
Lower = better calibrated
Resolution (RES)
0.0045
Higher = stronger opinions
Brier Skill Score
-0.7%
vs naive baseline
Log Loss
0.0437
Skill: -9.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

57
Skill Score
64
Variance
Signals
✓ Strong Brier score: 0.0067
✓ Strong live edge: 98 open positions trending profitable
✓ Net profitable: +$631393 total PnL
✓ Well-diversified: 224 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $11,871 total USDC.e received from Polymarket contracts across 78 tx (Polygon)
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Penny-lottery strategy: 93% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Low win rate: 1%
⚠ PnL divergence: $622146 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
127d
Txns on Base
2000
Counterparties
0
USDC In
$53850
USDC Out
$44604
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $622146.2 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $98,454
✓ 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 127 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $11,871 in / $35,610 out across 78 withdrawal tx since 2026-01-10.

3100 total trades across 224 markets.

902 bets on resolved markets available for calibration scoring.

Calibration error: 3.3% — excellent.

Skill: 57/100 (calibration quality). Variance: 64/100 (higher = more volatile returns).

Brier Skill Score: -0.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0044 RES=0.0045 UNC=0.0066.

Log loss: 0.0437 (skill: -9.3% 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, 58-58] (902 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: 2026-05-16T20:22:43.549Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket