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Helicone vs LangDB Comparison

Last updated:

Helicone

4.6(145 reviews)

Starting at Free free

  • Small Business
  • Mid-Market

Helicone is an open-source LLM observability platform that works as a proxy — developers route their LLM API calls through Helicone's gateway with a single URL change, and it automatically logs every request, tracks cost…

LangDB

Starting at $49 /Month

  • Small Business
  • Medium Business

LangDB is a hosted AI gateway that routes application traffic across model providers through one endpoint and records every call for cost and latency reporting. It applies guardrails, virtual keys, budgets and fallback r…

Helicone leads on user satisfaction with a 4.6-star rating across 145 reviews.

Helicone vs LangDB — at a glance

FeatureHeliconeLangDB
Rating4.6 / 5—
Reviews145—
Starting priceFree free$49 /Month
Free trial No No
Free version No No
Best forSmall Business, Mid-Market, EnterpriseSmall Business, Medium Business, Large Enterprises
CategoryMLOps PlatformsAI Gateways
PlatformsCloud, On-PremiseSaaS/Web/Cloud
APIAvailableAvailable
Support modesDiscord Community, GitHub Issues, Email Support, Enterprise SupportOnline

Key differences between Helicone and LangDB

  • Pricing: Helicone starts at Free free, while LangDB starts at $49 /Month.
  • Deployment: Helicone supports Cloud, On-Premise; LangDB supports SaaS/Web/Cloud.

Helicone vs LangDB — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most MLOps Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

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Helicone vs LangDB: Biggest differences

Start here before you go deeper into features.

Helicone

Best for

Small Business, Mid-Market, Enterprise

LangDB

Best for

Small Business, Medium Business, Large Enterprises

Helicone typically suits Small Business and Mid-Market. LangDB tends to fit Small Business and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Helicone is an open-source LLM observability platform that works as a proxy — developers route their LLM API calls through Helicone's gateway with a single URL change, and it automatically ... Read More about Helicone

LangDB is a hosted AI gateway that routes application traffic across model providers through one endpoint and records every call for cost and latency reporting. It applies guardrails, ... Read More about LangDB

Entry Level Pricing

  • Starts from Free
  • Starts from $49

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

9.2/10

Not Available

User Ratings

Based on verified Spotsaas reviews
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Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Helicone

  • Zero-Code Instrumentation: One URL change instruments every LLM call — no SDK, no decorators, no code changes beyond the base URL.
  • Immediate Cost Visibility: Real-time cost dashboard shows exactly how much each user, feature, or prompt variation is spending — before the cloud bill arrives.
  • LLM Cost Reduction: Built-in prompt caching reduces API calls for repeated inputs, turning the observability layer into a cost-savings tool.
Best fit

Best fit

Helicone

  • Indie AI developers and small teams who want instant LLM observability without instrumenting code
  • SaaS companies building per-user AI features who need user-level cost tracking and rate limiting
  • Teams looking to reduce OpenAI bills by adding prompt caching with minimal integration effort

Software Demo

Demo

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How do Helicone and LangDB Compare on Features?

Total Features

8 Features

5 Features

Unique Features

No unique features

No unique features

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Compare Helicone and LangDB on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • Free
      • $49

      Pricing Plans

      • Free

        Free

        • 100k requests/month

        • All providers

        • Dashboard

        Show more +

      • Pro

        $20

        paid

        • 1M requests/month

        • Custom properties

        • Team access

        Show more +

      • Enterprise

        Custom

        paid

        • Unlimited requests

        • SSO

        • On-premise

        Show more +

      Helicone vs LangDB: Other Details

      Organization Types supported

      • Large Enterprises
      • Freelancers / Consultants
      • Small Business
      • Medium Business
      • Large Enterprises
      • Freelancers / Consultants
      • Small Business
      • Medium Business

      Platforms Supported

      • Browser Based (Cloud)
      • Installed - Windows
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows
      • Browser Based (Cloud)

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

      Helicone User Reviews & Rating Comparison

      User Ratings

      4.6

      (based on 145 reviews)

      No reviews available for the product

      Rating Distribution

      0

      0

      0

      0

      0

      No reviews available for this product

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyer sentiment is very strong across 145 reviews, with consistently positive feedback.

      What buyers like

      • Two-minute integration via proxy — change one URL and every LLM call is automatically logged with zero SDK changes or code instrumentation.
      • Built-in prompt caching and rate limiting turn a logging tool into an active cost-reduction layer, not just observability.
      • Supports every major LLM provider through a single proxy endpoint — no separate integrations per provider.

      Common complaints

      • Proxy architecture adds a network hop to every LLM call — latency-sensitive applications (real-time voice agents) may prefer SDK-based instrumentation.
      • Less sophisticated evaluation and prompt management features than LangSmith or Langfuse — Helicone is strongest on logging/cost; weaker on systematic evaluation.

      No expert review available for this product

      Pros and Cons

      • Two-minute integration via proxy — change one URL and every LLM call is automatically logged with zero SDK changes or code instrumentation.

      • Built-in prompt caching and rate limiting turn a logging tool into an active cost-reduction layer, not just observability.

      • Supports every major LLM provider through a single proxy endpoint — no separate integrations per provider.

      • Proxy architecture adds a network hop to every LLM call — latency-sensitive applications (real-time voice agents) may prefer SDK-based instrumentation.

      • Less sophisticated evaluation and prompt management features than LangSmith or Langfuse — Helicone is strongest on logging/cost; weaker on systematic evaluation.

      No pros or cons available for this product

      Used Helicone or LangDB? Tell buyers what actually differs.

      Top Alternatives to Helicone and LangDB in 2026

      Alternatives

      No Alternative products available.

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Helicone or LangDB?
      Helicone edges out the other on user ratings (4.6 vs 0.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
      Do Helicone and LangDB offer a free trial?
      Neither Helicone nor LangDB currently lists a free trial.
      What is the starting price of Helicone vs LangDB?
      Helicone starts at Free free. LangDB starts at $49 /Month.
      What are the top alternatives to Helicone?
      Top alternatives to Helicone include Langfuse, Comet ML, LangSmith, Embrace.io, ManageEngine Applications Manager.