Alpaca Finance
Moderate trust profile for this defi protocol. TrustGrade score 74/100 (Grade B).
Score Breakdown
How the TrustGrade algorithm computed this score.
Wilson Score Lower Bound
95% confidence interval lower bound on positive outcome rate. Penalizes small samples automatically.
Bayesian Posterior
Beta(α,β) posterior mean with sceptical prior. Adjusts observed rate toward conservative estimate.
Incident Penalty
Compound penalty: 1−(1−s)². 10% incidents → 19% penalty. 30% → 51%.
Volume Bonus
Log-credibility bonus: log₁₀(n)×k. More data = more confidence, diminishing returns.
Signal Contributions
Each signal's contribution to the final score. Positive = trust-building. Negative = risk-indicating.
| Signal | Value | Weight | Contribution | Visualization |
|---|---|---|---|---|
| TVL Stability (30-day) | 68.0% | ±7 | +2.52 | |
| Audit Coverage | 85.0% | ±8 | +5.60 | |
| Exploit History | 80.0% | ±9 | +5.40 | |
| Team Transparency | 70.0% | ±4 | +1.60 | |
| Governance Decentralization | 55.0% | ±5 | +0.50 | |
| Leverage Risk Management | 72.0% | ±4 | +1.76 |
Why this grade?
Moderate trust profile for this defi protocol. TrustGrade score 74/100 (Grade B).
The TrustGrade algorithm combines the Wilson score lower bound (which requires substantial evidence to score high), a Bayesian posterior (which shrinks toward a conservative estimate when sample sizes are small), a compound incident penalty (which grows faster than linear), a log-credibility volume bonus, and 6 weighted optional signals specific to defi protocols.
Use this score
Query the TrustGrade API or embed a badge on your site.
API Query
curl -s https://api.trustgrade.ai/v1/score/defi_protocol/Alpaca%20Finance \
-H "Authorization: Bearer $TRUSTGRADE_KEY" | jq .{
"entity": "Alpaca Finance",
"type": "defi_protocol",
"score": 74,
"grade": "B",
"confidence": 0.827,
"summary": "Moderate trust profile for this defi protocol. TrustGrade score 74/100 (Grade B).",
"breakdown": {
"wilson": 0.8101,
"bayesian": 0.7667,
"incidentPenalty": 0.04,
"volumeBonus": 5
},
"computedAt": "2026-07-21T00:00:00.000Z"
}Embed Badge
<script src="https://trustgrade.ai/widget.js"></script>
<div data-trustgrade="defi_protocol:Alpaca%20Finance" data-size="medium"></div>