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CompareLangSmith vs PromptLayer

LangSmith vs PromptLayer

A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. LangSmith has the lower starting price: about $39 a month, against $49 for PromptLayer.

LangSmith

Tracing, evaluation and deployment platform for LLM agents

Freemium · $39/mo
Visit LangSmith Details
PromptLayer

Prompt management and evals for teams where non-engineers edit prompts

Freemium · $49/mo
Visit PromptLayer Details
VS

At a glance

LangSmith
PromptLayer

Best for

Tracing, evaluation and deployment platform for LLM agents
Prompt management and evals for teams where non-engineers edit prompts

Category

Models & APIs
Models & APIs

Pricing model

Freemium
Freemium

Starting price

$39/mo
$49/mo

Free plan

Yes
Yes

Made by

LangChain
PromptLayer

Based in

United States
United States

Rating

No ratings yet
No ratings yet

Key features

  • Agent tracing
  • Datasets and evaluators
  • Prompt hub
  • Agent deployment
  • Online monitoring
  • Prompt registry
  • Visual prompt editor
  • Evaluation pipelines
  • Request logging
  • Release labels
LangSmith compared with PromptLayer
FeatureLangSmithPromptLayer
Best forTracing, evaluation and deployment platform for LLM agentsPrompt management and evals for teams where non-engineers edit prompts
CategoryModels & APIsModels & APIs
Pricing modelFreemiumFreemium
Starting price$39/mo$49/mo
Free planYesYes
Made byLangChainPromptLayer
Based inUnited StatesUnited States
RatingNo ratings yetNo ratings yet
Key features
  • Agent tracing
  • Datasets and evaluators
  • Prompt hub
  • Agent deployment
  • Online monitoring
  • Prompt registry
  • Visual prompt editor
  • Evaluation pipelines
  • Request logging
  • Release labels

Pricing compared

LangSmith has the lower starting price: about $39 a month, against $49 for PromptLayer.

LangSmithCheaper
PromptLayer

Free plan

Yes
Yes

Cheapest paid plan

$39/mo · Plus
$49/mo · Pro

Top plan

Custom · Enterprise
Custom · Enterprise

Free trial

–
–

3 plans

  • Developer

    Free

    • 1 seat
    • 5k base traces / month, then pay as you go
    • Community support
  • Plus

    $39/mo

    • Per seat
    • 10k base traces / month, then pay as you go
    • Access to Deployment and Engine
    • Unlimited seats
  • Enterprise

    Custom

    • Self-hosted and hybrid deployment
    • Custom SSO, ABAC and RBAC
    • Support SLA
LangSmith pricing

4 plans

  • Free

    Free

    • 5 users
    • 2.5K requests/month
    • 1 workspace
  • Pro

    $49/mo

    • Unlimited workspaces and playgrounds
    • 150MB max per dataset
    • Overage $0.003 per request
  • Team

    $500/mo

    • 25 users
    • 100K+ requests/month
    • Overage $0.002 per request
  • Enterprise

    Custom

    • Custom limits
    • RBAC and deployment approvals
    • HIPAA with BAA
PromptLayer pricing

Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.

Pros and cons

LangSmith

  • Detailed agent traces
  • Strong LangGraph integration
  • Works with any framework
  • Per-seat pricing adds up
  • Trace retention costs extra
  • Self-hosting is enterprise-only

PromptLayer

  • Friendly for non-engineers
  • Simple prompt versioning
  • Backtests on real traffic
  • Less depth on agent tracing
  • Limits on lower plans
  • Smaller ecosystem

Which one should you choose?

Choose LangSmith if you want:

  • Detailed agent traces
  • Strong LangGraph integration
  • Works with any framework

Watch out: per-seat pricing adds up.

Choose PromptLayer if you want:

  • Friendly for non-engineers
  • Simple prompt versioning
  • Backtests on real traffic

Watch out: less depth on agent tracing.

LangSmith vs PromptLayer FAQ

What is the difference between LangSmith and PromptLayer?

LangSmith: Tracing, evaluation and deployment platform for LLM agents. PromptLayer: Prompt management and evals for teams where non-engineers edit prompts. Both are models & apis tools.

Is LangSmith or PromptLayer cheaper?

LangSmith has the lower starting price: about $39 a month, against $49 for PromptLayer.

Do LangSmith and PromptLayer have free plans?

LangSmith: Yes. PromptLayer: Yes.

Who makes LangSmith?

LangSmith is made by LangChain, based in United States.

Who makes PromptLayer?

PromptLayer is made by PromptLayer, based in United States.

Which should I choose, LangSmith or PromptLayer?

Choose LangSmith if you value detailed agent traces and strong langgraph integration. Choose PromptLayer if you value friendly for non-engineers and simple prompt versioning.

More comparisons

LangSmith alternatives

  • LangSmith vs Arthur
  • LangSmith vs AgentOps
  • LangSmith vs Weights & Biases
  • LangSmith vs Langfuse
  • LangSmith vs Opik

PromptLayer alternatives

  • PromptLayer vs Langfuse
  • PromptLayer vs Weights & Biases
  • PromptLayer vs Arthur
  • PromptLayer vs Opik
  • PromptLayer vs Arize AI

Compare LangSmith with another tool

First tool
LangSmith
vs