VIGIL Trust Score for the AI Agent Economy
fastlifefastprofit
0xeb6f3b008fb1601c0cc9ed57ceb56c9e6f9e5597
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
51 / 100
VIGIL Dimensions
Calibration
29
Profitability
0
Consistency
91
Discipline
80
Sample Size
100
Live Edge
84
Raw Metrics
Total PnL
$-42957.06
Win Rate
0%
Resolved Bets
996
Total Trades
3100
Volume
$22796
Markets
244
Brier Score
0.2715
Open Positions
4
Brier Skill
-8.6%
Log Loss
0.771
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10425%0%5.3%
0.10-0.205814%0%14.3%
0.20-0.3010625%0%25.4%
0.30-0.4011635%0%35.2%
0.40-0.5021645%0%45.3%
0.50-0.6020054%0%54.2%
0.60-0.7010664%0%64.3%
0.70-0.808275%0%74.8%
0.80-0.904684%0%84.5%
0.90-1.002495%0%94.8%
Calibration Error: 47.8%
Reliability (CAL)
0.2707
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-8.6%
vs naive baseline
Log Loss
0.7710
Skill: -9650.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
25
Variance
Signals
✓ Strong live edge: 4 open positions trending profitable
✓ Well-diversified: 244 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.477
⚠ 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: -$42957 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $44257 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
11d
Txns on Base
2001
Counterparties
1
USDC In
$7199
USDC Out
$5899
Provenance
C (51)
Protocols: USDC, USDC.e (Bridged)
PnL divergence: $44256.87 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2001 txs
✓ Significant USDC flow: $13,097
✓ Human-like transaction patterns
⚠ Young wallet: only 11 days old
⚠ Limited counterparties: only 1 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ No contract interactions despite activity — possible EOA-only transfers
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 11 days, 2001 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

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

3100 total trades across 244 markets.

996 bets on resolved markets available for calibration scoring.

Calibration error: 47.8% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -8.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2707 RES=0.0000 UNC=0.0000.

Log loss: 0.7710 (skill: -9650.4% vs naive). Lower log loss = better calibration on rare events.

What Does C/51 Mean?

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

Confidence: C/51 [CI95: C→C, 50-52] (996 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: 2026-06-30T10:13:59.681Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket