Traceloop

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.

Traceloop publishes 4 APIs on the APIs.io network, including auto-monitor-setups API, evaluators API, metrics API, and 1 more. Tagged areas include LLM Observability, OpenTelemetry, AI Monitoring, Tracing, and Evaluation.

The Traceloop catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Traceloop’s developer surface includes authentication, documentation, engineering blog, pricing, and 10 more developer resources.

🌐 Visit website 📡 Source on GitHub

41.7/100 developing ▬ flat Agent 26/100 agent aware Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0

AccessFreemiumSelf serve⚡ Free to try

4 APIs

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

Kin Score

Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0

Composite quality — 41.7/100 · developing

Contract Quality 15.7 / 25

Developer Ergonomics 4.8 / 20

Access Clarity 7.9 / 20

Operational Transparency 4.8 / 13

Contract Governance 1.2 / 12

Discoverability 7.4 / 10

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Surface 0 / 5

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/traceloop: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 4

Individual APIs this provider publishes, each with its own machine-readable definition.

Rate Limits 1

Documented rate limits and quota policies.

Traceloop Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

JSON Schema 1

Standalone JSON Schema definitions for this provider's data models.

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrg

GitHubOrg

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 2

Status, limits, changes, and where to get help

StatusPage

StatusPage

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

Website

Website

LinkedIn

Blog

Blog

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

aid: traceloop
name: Traceloop
description: 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.
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/traceloop.png
url: https://raw.githubusercontent.com/api-evangelist/traceloop/refs/heads/main/apis.yml
created: 2026-06-13
modified: 2026-06-13
specificationVersion: '0.23'
tags:
- LLM Observability
- OpenTelemetry
- AI Monitoring
- Tracing
- Evaluation
- LLM Gateway
- Prompt Management
- Machine-Learning
tags_raw:
- LLM Observability
- OpenTelemetry
- AI Monitoring
- Tracing
- Evaluation
- LLM Gateway
- Prompt Management
- Machine Learning
apis:
- aid: traceloop:traceloop-auto-monitor-setups-api
  name: Traceloop auto-monitor-setups API
  description: The auto-monitor-setups API from Traceloop — 2 operation(s) for auto-monitor-setups.
  humanURL: https://www.traceloop.com/docs/api-reference/introduction
  baseURL: https://api.traceloop.com
  tags:
  - auto-monitor-setups
  properties:
  - type: OpenAPI
    url: openapi/traceloop-auto-monitor-setups-api-openapi.yml
  - type: Documentation
    url: https://www.traceloop.com/docs/api-reference/introduction
  - type: JSONSchema
    url: json-schema/traceloop-schema.json
  - type: Examples
    url: examples/traceloop-examples.yml
  - type: Vocabulary
    url: vocabulary/traceloop-vocabulary.yml
  - type: JSONLDContext
    url: json-ld/traceloop-context.jsonld
- aid: traceloop:traceloop-evaluators-api
  name: Traceloop evaluators API
  description: The evaluators API from Traceloop — 36 operation(s) for evaluators.
  humanURL: https://www.traceloop.com/docs/api-reference/introduction
  baseURL: https://api.traceloop.com
  tags:
  - Evaluators
  tags_raw:
  - evaluators
  properties:
  - type: OpenAPI
    url: openapi/traceloop-evaluators-api-openapi.yml
  - type: Documentation
    url: https://www.traceloop.com/docs/api-reference/introduction
  - type: JSONSchema
    url: json-schema/traceloop-schema.json
  - type: Examples
    url: examples/traceloop-examples.yml
  - type: Vocabulary
    url: vocabulary/traceloop-vocabulary.yml
  - type: JSONLDContext
    url: json-ld/traceloop-context.jsonld
- aid: traceloop:traceloop-metrics-api
  name: Traceloop metrics API
  description: The metrics API from Traceloop — 2 operation(s) for metrics.
  humanURL: https://www.traceloop.com/docs/api-reference/introduction
  baseURL: https://api.traceloop.com
  tags:
  - Metrics
  tags_raw:
  - metrics
  properties:
  - type: OpenAPI
    url: openapi/traceloop-metrics-api-openapi.yml
  - type: Documentation
    url: https://www.traceloop.com/docs/api-reference/introduction
  - type: JSONSchema
    url: json-schema/traceloop-schema.json
  - type: Examples
    url: examples/traceloop-examples.yml
  - type: Vocabulary
    url: vocabulary/traceloop-vocabulary.yml
  - type: JSONLDContext
    url: json-ld/traceloop-context.jsonld
- aid: traceloop:traceloop-organizations-api
  name: Traceloop organizations API
  description: The organizations API from Traceloop — 1 operation(s) for organizations.
  humanURL: https://www.traceloop.com/docs/api-reference/introduction
  baseURL: https://api.traceloop.com
  tags:
  - Organization
  tags_raw:
  - organizations
  properties:
  - type: OpenAPI
    url: openapi/traceloop-organizations-api-openapi.yml
  - type: Documentation
    url: https://www.traceloop.com/docs/api-reference/introduction
  - type: JSONSchema
    url: json-schema/traceloop-schema.json
  - type: Examples
    url: examples/traceloop-examples.yml
  - type: Vocabulary
    url: vocabulary/traceloop-vocabulary.yml
  - type: JSONLDContext
    url: json-ld/traceloop-context.jsonld
common:
- type: AgenticAccess
  url: agentic-access/traceloop-agentic-access.yml
- type: DomainSecurity
  url: security/traceloop-domain-security.yml
- type: Authentication
  url: authentication/traceloop-authentication.yml
- type: Website
  url: https://www.traceloop.com/
- type: Documentation
  url: https://docs.traceloop.com/
- type: GitHubOrg
  url: https://github.com/traceloop
- type: LinkedIn
  url: https://www.linkedin.com/company/traceloop
- type: Blog
  url: https://www.traceloop.com/blog
- type: Pricing
  url: https://www.traceloop.com/pricing
- type: StatusPage
  url: https://status.traceloop.com/
- type: X
  url: https://twitter.com/traceloopdev
- type: Plans
  url: plans/traceloop-plans-pricing.yml
- type: RateLimits
  url: rate-limits/traceloop-rate-limits.yml
- type: FinOps
  url: finops/traceloop-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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