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CompareLangSmith vs Portkey

LangSmith vs Portkey

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 Portkey.

LangSmith

Tracing, evaluation and deployment platform for LLM agents

Freemium · $39/mo
Visit LangSmith Details
Portkey

AI gateway with observability, guardrails and prompt management

Freemium · $49/mo
Visit Portkey Details
VS

At a glance

LangSmith
Portkey

Best for

Tracing, evaluation and deployment platform for LLM agents
AI gateway with observability, guardrails and prompt management

Category

Models & APIs
Models & APIs

Pricing model

Freemium
Freemium

Starting price

$39/mo
$49/mo

Free plan

Yes
Yes

Made by

LangChain
Portkey (Palo Alto Networks)

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
  • Universal LLM API
  • Fallbacks and load balancing
  • Logs and traces
  • Guardrails
  • Prompt management
  • Budgets and rate limits
LangSmith compared with Portkey
FeatureLangSmithPortkey
Best forTracing, evaluation and deployment platform for LLM agentsAI gateway with observability, guardrails and prompt management
CategoryModels & APIsModels & APIs
Pricing modelFreemiumFreemium
Starting price$39/mo$49/mo
Free planYesYes
Made byLangChainPortkey (Palo Alto Networks)
Based inUnited StatesUnited States
RatingNo ratings yetNo ratings yet
Key features
  • Agent tracing
  • Datasets and evaluators
  • Prompt hub
  • Agent deployment
  • Online monitoring
  • Universal LLM API
  • Fallbacks and load balancing
  • Logs and traces
  • Guardrails
  • Prompt management
  • Budgets and rate limits

Pricing compared

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

LangSmithCheaper
Portkey

Free plan

Yes
Yes

Cheapest paid plan

$39/mo · Plus
$49/mo · Production

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

3 plans

  • Developer

    Free

    • 10k recorded logs per month
    • 3-day log retention
    • AI gateway and observability
    • Community support
  • Production

    $49/mo

    • 100k recorded logs per month
    • $9 per extra 100k requests
    • 30-day log retention
    • Alerts and traces
  • Enterprise

    Custom

    • 10M+ recorded logs per month
    • SSO and RBAC
    • Custom guardrails
    • Self-hosting
Portkey 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

Portkey

  • One API for many model providers
  • Request flow isn't cut at log limits
  • Self-hosting option for enterprises
  • Free plan keeps logs only 3 days
  • SSO and RBAC need Enterprise
  • Brand is shifting under Palo Alto Networks

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 Portkey if you want:

  • One API for many model providers
  • Request flow isn't cut at log limits
  • Self-hosting option for enterprises

Watch out: free plan keeps logs only 3 days.

LangSmith vs Portkey FAQ

What is the difference between LangSmith and Portkey?

LangSmith: Tracing, evaluation and deployment platform for LLM agents. Portkey: AI gateway with observability, guardrails and prompt management. Both are models & apis tools.

Is LangSmith or Portkey cheaper?

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

Do LangSmith and Portkey have free plans?

LangSmith: Yes. Portkey: Yes.

Who makes LangSmith?

LangSmith is made by LangChain, based in United States.

Who makes Portkey?

Portkey is made by Portkey (Palo Alto Networks), based in United States.

Which should I choose, LangSmith or Portkey?

Choose LangSmith if you value detailed agent traces and strong langgraph integration. Choose Portkey if you value one api for many model providers and request flow isn't cut at log limits.

More comparisons

LangSmith alternatives

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

Portkey alternatives

  • Portkey vs Orq.ai
  • Portkey vs LangWatch
  • Portkey vs AgentOps
  • Portkey vs Latitude
  • Portkey vs Weights & Biases

Compare LangSmith with another tool

First tool
LangSmith
vs