# Traceloop

**Canonical:** https://apis.io/providers/traceloop/  
**Website:** https://www.traceloop.com/  
**APIs profiled:** 4

Traceloop is an LLM reliability and observability platform built on OpenTelemetry that provides full visibility into every prompt, response, and failure across AI pipelines. The platform enables teams to monitor LLM quality in production, detect model drift and hallucinations, run automated evaluations via LLM-as-a-judge, and enforce quality gates in CI/CD workflows. Traceloop exposes a REST API for managing auto-monitor setups, running 40+ built-in evaluators (safety, faithfulness, PII, toxicity, structural validation), querying metrics and span warehouse data, and administering organizations and environments. The open-source OpenLLMetry SDK integrates in one line of code across Python, TypeScript, Go, and Ruby with support for 20+ LLM providers and major orchestration frameworks.

## Kin Score — 41.7 / 100 (developing)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 41.7).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 62.8 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 36.8 |
| Developer Ergonomics | 23.8 |
| Commercial Clarity | 39.5 |
| Access Clarity | 39.5 |

## Agent readiness — 25.5 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| 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 |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (4)

- **Traceloop auto-monitor-setups API** — The auto-monitor-setups API from Traceloop — 2 operation(s) for auto-monitor-setups.
- **Traceloop evaluators API** — The evaluators API from Traceloop — 36 operation(s) for evaluators.
- **Traceloop metrics API** — The metrics API from Traceloop — 2 operation(s) for metrics.
- **Traceloop organizations API** — The organizations API from Traceloop — 1 operation(s) for organizations.

## Agentic access (1)

- **Traceloop Agentic Access** — 44 operations · 41 acting

## Security (2)

- **Traceloop Authentication** — apiKey · 1 scheme
- **Traceloop Domain Security** — TLSv1.3 · DMARC

## Plans (1)

- **Traceloop Plans Pricing**

## Tags

LLM Observability, OpenTelemetry, AI Monitoring, Tracing, Evaluation, LLM Gateway, Prompt Management, Machine-Learning

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