FRENES

LLMOps and observability

Helicone: review, pricing, data and alternatives

Helicone records model requests and responses and measures costs and response times. It serves people who want to inspect agent execution, test instructions or switch providers after a failure. A free tier exists; the first paid plan costs $79 per month. Access and transparency score: 61/100, #12 of 18 in its category.

Free tierOpen sourceAPIHosting not disclosed

What is Helicone?

Helicone records model requests and responses and measures costs and response times. It serves people who want to inspect agent execution, test instructions or switch providers after a failure.

According to its documentation, Helicone lets you:

  • record model requests and responses
  • measure costs and response times
  • examine an agent's execution steps
  • test different instructions
  • switch to another provider in case of failure

We file it under LLMOps and observability, the category of tools to evaluate, monitor and debug AI apps, and it also overlaps with model APIs and platforms. The category lists 18 verified tools on this site.

The publisher is Helicone, Inc., based in United States.

Who is it for?

It is mostly useful to these profiles: developers and data analysts. The need it covers is simple to state: evaluate, monitor and debug AI apps.

Helicone is a good candidate if:

  • you want to try before paying
  • you plan to connect it to your tools or automations through its API
  • you want to read the code or host it yourself

Before deciding, run a trial on a real task and measure the time saved: it is the only criterion that really counts.

How much does Helicone cost?

Pricing model: open source (public code). A free plan is offered, usually limited in volume or features.

The first paid plan costs $79 per month (Pro; additional charges related to requests and storage may apply), according to the pricing page, checked on October 24, 2026.

Per month, that is more expensive than the category median ($49 per month, based on tools with a published price).

EvaligoEvaligo : $7$7LunaryLunary : $20$20Maxim AIMaxim AI : $29$29Prisma AIRS AI Gateway — PortkeyPrisma AIRS AI Gateway — Portkey : $49$49HeliconeHelicone : $79$79LLM StatsLLM Stats : $99$99OvermindOvermind : $120$120
First paid plan, per month (dollars or euros, annual plans divided by 12). Sample of 12 tools out of 13.

To estimate what the same work would cost done directly with an AI model, use our API price calculator. Prices change often: always check the official site before subscribing.

Data and privacy

The publisher does not clearly state where data is hosted. Assume your content may leave your region.

For professional use, check that a data processing agreement (DPA) is offered, and do not send customers' personal data or confidential documents without one.

No export feature is documented: keep a copy of your content elsewhere.

Three habits apply to every AI tool:

  • turn off the use of your content for training if the option exists
  • use a work account separate from your personal account
  • review everything the tool produces before publishing or sending it

Platforms, languages and API

Helicone runs on: web browser and API.

Interface languages: English.

A public API lets you call it from your own programs or an automation tool, and plug it into an AI agent.

The source code is public: HeliconeHelicone/helicone.

How we scored it

Our 61/100 score does not judge output quality: it measures what can be publicly verified about access to the tool, its openness and how far the publisher can be trusted.

Helicone score breakdown
CriterionPointsWhat counts
Access25/30free tier, published price, French interface
Openness20/30API, data export, open code
Trust16/40identified publisher, declared hosting, age, presence in reference lists
LangfuseLangfuse : 9595LangSmithLangSmith : 8585OpikOpik : 8383Arize PhoenixArize Phoenix : 8181OvermindOvermind : 7878MLflowMLflow : 7878RespanRespan : 7171Prisma AIRS AI Gateway — PortkeyPrisma AIRS AI Gateway — Portkey : 7171LunaryLunary : 6868TruLensTruLens : 6868HeliconeHelicone : 6161
Helicone ranks #12 of 18. The category's top ten are shown.

The full calculation is explained on our method page.

Comparison with alternatives

Helicone against other tools in the lLMOps and observability category:

Comparison within the category
ToolFreeEntry priceAPIScore
HeliconeYes$79 per monthYes61
LangfuseYes$29 per monthYes95
LangSmithYes$39 per monthYes85
OpikYes$19 per monthYes83
Arize PhoenixYesnot publishedYes81
OvermindYes$120 per monthYes78
MLflowYesnot publishedYes78
RespanYes$199 per monthYes71

Verdict

Helicone is a decent option; compare its price and terms with the category leaders.

Strengths

  • Free tier to try it
  • Public API
  • Public source code

Limitations

  • More expensive than its category median
  • Data hosting not disclosed
  • Data export not documented

Avoid if…

  • You handle sensitive personal data without a processing agreement
  • You need to easily retrieve your full history

Frequently asked questions

Is Helicone free?

Yes, a free plan exists, with usage limits. The first paid plan costs $79 per month.

Where is Helicone data stored?

The publisher does not clearly say so in its public documentation.

Does Helicone have an API?

Yes, a public API is documented.

What are the alternatives to Helicone?

In the same category: Langfuse, LangSmith, Opik, and Arize Phoenix.

Helicone or Langfuse: which one to choose?

Helicone starts at $79 per month, Langfuse at $29 per month and our score is 61/100 for Helicone and 95/100 for Langfuse. Try both on the same task before paying.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score