Alternatives to Helicone
6 Data & Analytics tools you could use instead. Each one shares a way to connect with Helicone and overlaps on what it does. Strongest match first.
Alternatives

Latitude
API · CLI · MCPTraces, scores, and evaluates production AI agents via OpenTelemetry and SDKs, groups failures into signals, and…
Verifiedby Latitude · Code & DevTools, Data & Analytics · 4 skills · API KeyWhy Both offer API. In common: llm observability, tracing.

Crawl4AI
API · CLI · MCPCrawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured…
Verifiedby UncleCode · Browser & Computer Use, Research & Knowledge · 5 skills · No authWhy Both offer API. In common: proxy, session, llm.

Armature
API · MCPProduct analytics and evaluation for agent sessions running against MCP servers, tracking tool calls, failures, and…
Verifiedby Armature · Data & Analytics, Code & DevTools · API KeyWhy Both offer API. In common: observability, tracking, session.

Voker
API · CLIAnalytics platform for AI agents — track conversation intents, corrections, resolutions, and business impact. Python &…
Verifiedby Invoke Labs · Data & Analytics · 3 skills · API KeyWhy Both offer API. In common: observability, tracking, llm.

Arize Phoenix
API · CLITraces, evaluates and debugs LLM and agent applications from an open-source observability platform built on…
VerifiedOfficialby Arize AI · Data & Analytics, Infrastructure & Ops · 3 skills · No authWhy Both offer API. In common: tracing, llm.

DeepEval
CLI · APIUnit-tests LLM and agent outputs in a pytest-style workflow, scoring answer relevancy, faithfulness, hallucination and…
Verifiedby Confident AI · Code & DevTools, Data & Analytics · 3 skills · No authWhy Both offer API. In common: tracing, llm.