VIGIL Trust Score for the AI Agent Economy
Key-Nudge
0xa6e2fbf43e456c88446dd697f33af4dd5f6985a3
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
9
Profitability
19
Consistency
62
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-736.39
Win Rate
0%
Resolved Bets
468
Total Trades
3100
Volume
$7067
Markets
818
Brier Score
0.4224
Open Positions
0
Brier Skill
-69.0%
Log Loss
1.195
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1044%0%4.0%
0.10-0.20416%0%16.4%
0.20-0.301325%0%25.1%
0.30-0.405435%0%35.4%
0.40-0.505546%0%45.6%
0.50-0.609556%0%55.6%
0.60-0.707665%0%64.7%
0.70-0.807075%0%74.8%
0.80-0.905385%0%84.9%
0.90-1.004495%0%95.0%
Calibration Error: 61.8%
Reliability (CAL)
0.4216
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-69.0%
vs naive baseline
Log Loss
1.1954
Skill: -15018.1% vs naive — sensitive to rare events
Timeliness
4/100
Avg 5d before resolution, 0% early mover
Signals
✓ Well-diversified: 818 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4224
⚠ Overconfidence bias: 0.618
⚠ Brier Skill Score: -69.0% — 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: -$736 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
27d
Txns on Base
2410
Counterparties
5
USDC In
$5738
USDC Out
$5646
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $828.66 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2410 txs
✓ Significant USDC flow: $11,384
✓ Human-like transaction patterns
⚠ Young wallet: only 27 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 51% with top address
Reasoning

On-chain verification: wallet age 27 days, 2410 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

Polymarket on-chain coverage: $4,590 in / $0 out across 194 withdrawal tx since 2026-03-29.

3100 total trades across 818 markets.

468 bets on resolved markets available for calibration scoring.

Calibration error: 61.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -69.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4216 RES=0.0000 UNC=0.0000.

Log loss: 1.1954 (skill: -15018.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.5 days before resolution, 0% early mover.

What Does F/33 Mean?

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

Confidence: F/33 [CI95: F→F, 32-34] (468 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: 2026-04-26T09:31:12.808Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket