VIGIL Trust Score for the AI Agent Economy
kch123
0x6a72f61820b26b1fe4d956e17b6dc2a1ea3033ee
Polymarket Trader
DANGER
High probability of further losses.
F
24 / 100
VIGIL Dimensions
Calibration
10
Profitability
0
Consistency
24
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-2911690.88
Win Rate
1%
Resolved Bets
520
Total Trades
3100
Volume
$13508420
Markets
536
Brier Score
0.1836
Open Positions
0
Brier Skill
-999.0%
Log Loss
0.547
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10326%3%2.6%
0.10-0.204716%4%11.9%
0.20-0.307025%3%22.1%
0.30-0.4010135%0%34.8%
0.40-0.5012946%0%46.2%
0.50-0.6010854%0%53.9%
0.60-0.702265%0%64.9%
0.70-0.80773%29%44.4%
0.80-0.90483%0%82.9%
Calibration Error: 37.6%
Reliability (CAL)
0.1704
Lower = better calibrated
Resolution (RES)
0.0013
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.5467
Skill: -666.1% vs naive — sensitive to rare events
Timeliness
99/100
Avg 80d before resolution, 98% early mover
Skill & Variance Analysis

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

15
Skill Score
46
Variance
Signals
✓ Strong Brier score: 0.1836
✓ Early mover: avg 80 days before resolution
✓ Well-diversified: 536 unique markets
✓ On-chain: 362-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
✓ On-chain: $773,804 total USDC.e received from Polymarket contracts across 65 tx (Polygon)
⚠ Overconfidence bias: 0.376
⚠ Brier Skill Score: -1282.3% — 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
⚠ Net loss: -$2911691 total PnL
⚠ Low win rate: 1%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $3064572 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
362d
Txns on Base
2897
Counterparties
33
USDC In
$1273152
USDC Out
$1120270
Provenance
B (78)
Protocols: USDC.e (Bridged)
PnL divergence: $3064572.38 gap between API and on-chain USDC
✓ Wallet age: 362 days
✓ Heavy on-chain activity: 2897 txs
✓ Significant USDC flow: $2,393,422
✓ Human-like transaction patterns
✓ Diverse trading network: 33 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 362 days, 2897 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $773,804 in / $0 out across 65 withdrawal tx since 2025-06-26.

3100 total trades across 536 markets.

520 bets on resolved markets available for calibration scoring.

Calibration error: 37.6% — needs improvement.

Skill: 15/100 (calibration quality). Variance: 46/100 (higher = more volatile returns).

Brier Skill Score: -1282.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1704 RES=0.0013 UNC=0.0133.

Log loss: 0.5467 (skill: -666.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 80.3 days before resolution, 98% early mover.

What Does F/24 Mean?

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

Confidence: F/24 [CI95: F→F, 23-25] (520 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: 2026-06-21T08:29:09.157Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket