# Preval

**Canonical:** https://apis.io/providers/preval/  
**Website:** https://preval.dev/  
**APIs profiled:** 0

Preval provides AI agent observability platform that traces, evaluates, and optimizes large language model agents in production. It captures LLM calls, voice transcriptions, tool executions, and offers automated metrics, PII detection, prompt optimization, and a unified playground. Users can monitor agents across regions, get real‑time insights, and improve reliability before release.

## Kin Score — 16.4 / 100 (emerging)

Scored 2026-10-23 under rubric 0.25.0.

| Facet | Score |
|---|---|
| Discoverability | 44.6 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 16.7 |
| Access Clarity | 44.7 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 12.7 (matched via fallback).

## Agent readiness — 3.1 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | na |

## Security (1)

- **Preval Domain Security** — TLSv1.3 · HSTS

## Tags

Company, Artificial Intelligence, Observability, Monitoring, LLM

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/preval/). Scores are computed from the provider's own public artifacts under a published rubric.