predict_liquidation_probability
shallowio.advalorem.mev/intelligence · Verify this server
Get a structured liquidation probability prediction for a specific borrower or the top candidates. Returns: health_factor, cross_probability (0–1), estimated_ev_usd, lead_time_estimate_s (how long until crossing at current oracle velocity), oracle_velocity (|Δprice|/min on collateral asset), and a human-readable verdict. This is the core moat tool — it exposes the prediction layer that drives bundle decisions. Call this before submit_bundle to confirm the opportunity is still live and to size your bribe correctly. Full probability model with confidence intervals available at /intelligence/liquidation-waves with x402 payment ($0.50).
1 trials · measured 8 days ago
predict_liquidation_probability scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.advalorem.mev/intelligence, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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