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PromptLayer
PromptLayer

PromptLayer Review: Prompt Management, Evals and LLM Observability

Prompt management, evaluation and observability platform for teams building with AI

PromptLayer homepage screenshot
Freemium

Pricing model

$49/mo

Starting Price

Yes

Free Plan

United States

Headquarters

On this page

On this page

Who Makes PromptLayer and How Much Does It Cost?

Quick answer

PromptLayer is a prompt engineering platform for teams building AI products. It gives you a prompt registry to version and edit prompts without code, evaluations to test them, and observability to track every LLM request. There is a free plan, and the Pro plan costs $49 a month.

DeveloperPromptLayer
HeadquartersNew York, United States
Founded2022
PricingFree plan; Pro from $49/mo
PlatformsWeb app, API, Python and JavaScript SDKs
Best forAI engineering teams, product managers and prompt engineers

What is PromptLayer?

PromptLayer sits between your app and AI models such as OpenAI, Anthropic and Google. It logs every request and response, so you can see what your prompts are doing, how much they cost and how fast they run.

Its visual prompt registry lets non-technical teammates, like product managers or domain experts, edit and test prompts without touching the codebase. Evaluations help you compare prompt versions before you ship them.

PromptLayer key features

01

Prompt registry

Store, version and manage prompts like a CMS.

02

Visual editor

Edit prompts and templates without changing code.

03

Version control

Compare versions and roll back safely.

04

Evaluations

Test prompts on datasets and score the results.

05

Observability

Log and search every LLM request and response.

06

Cost and latency tracking

Monitor spend and speed across models.

07

A/B testing

Release prompt versions to part of your traffic.

08

Agent workflows

Build and test multi-step AI agents.

09

Multi-model support

Works with OpenAI, Anthropic, Google and more.

PromptLayer pricing plans (2026)

PromptLayer has a free plan for small projects and paid plans for growing teams.

Free

$0

Limited requests, prompts and short data retention for testing.

Most popular

Pro

$49/mo

More requests, unlimited prompts and longer history for small teams.

Team

$500/mo

Higher limits, more seats and collaboration for larger teams.

Prices checked in October 2026 (USD). Extra requests may be billed as overage, and Enterprise plans with self-hosting are custom. Confirm on the official PromptLayer pricing page.

How to use PromptLayer

  1. 1
    Go to promptlayer.com and sign up for free.
  2. 2
    Install the Python or JavaScript SDK and add your API key.
  3. 3
    Create a prompt template in the prompt registry.
  4. 4
    Run your app and review requests in the dashboard.
  5. 5
    Set up evaluations to test new prompt versions before release.

Who should use PromptLayer?

AI engineers

Track and debug LLM calls in production.

Product managers

Edit prompts without waiting for code changes.

Prompt engineers

Version, test and compare prompts.

Startups

Ship AI features faster with less risk.

Pros and cons

What we like

  • Easy prompt versioning and editing
  • Lets non-developers improve prompts
  • Good logging and cost tracking
  • Free plan to start

Watch out for

  • Pro plan is pricey for solo users
  • Large jump in price to the Team plan
  • Needs some setup with SDKs
  • Mostly useful for teams building AI apps

Best PromptLayer alternatives

ChatGPTGeneral AI assistant for writing and testing prompts.
PoeCompare prompts across many AI models in one app.
LangSmithLLM tracing and evaluation platform from LangChain.
LangfuseOpen-source LLM observability and prompt management.
Our verdict

PromptLayer is a strong prompt management tool for teams building AI products. It makes prompts easy to version, test and monitor, and lets non-engineers help. Start free, then move to Pro when your app is in production.

PromptLayer FAQs

What is PromptLayer?

PromptLayer is a platform to manage, version, evaluate and monitor AI prompts and LLM requests.

Is PromptLayer free?

Yes. PromptLayer has a free plan with limited requests and data retention.

How much does PromptLayer cost?

The Pro plan costs about $49/month and the Team plan about $500/month. Enterprise is custom.

Which AI models does PromptLayer support?

It works with major providers such as OpenAI, Anthropic and Google.

Do I need to code to use PromptLayer?

Developers set up the SDK, but non-technical teammates can edit prompts in the visual editor.

What are good PromptLayer alternatives?

Popular alternatives include LangSmith and the open-source Langfuse.

What Can PromptLayer Do?

Latest News

No news in the last 30 days.

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