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LangSmith vs Promptly AI Comparison

Last updated:

LangSmith

4.5(310 reviews)

Starting at Free free

  • Small Business
  • Mid-Market

LangSmith is the LLMOps observability and evaluation platform built by LangChain for teams developing production LLM applications. It provides tracing, debugging, and evaluation for any LLM application — not just LangCha…

Promptly AI

Starting at $99.99 /month

  • Large Enterprises
  • Medium Business

Promptly is a no-code platform that allows users to build AI-powered web apps, chatbots, Slack apps, and Discord bots. Users can use their data to power these AI applications, embed them in websites, or integrate them in…

LangSmith leads on user satisfaction with a 4.5-star rating across 310 reviews.

LangSmith vs Promptly AI — at a glance

FeatureLangSmithPromptly AI
Rating4.5 / 5—
Reviews310—
Starting priceFree free$99.99 /month
Free trial No No
Free version No No
Best forSmall Business, Mid-Market, EnterpriseLarge Enterprises, Medium Business, Small Business
CategoryMLOps PlatformsGenerative AI Infrastructure Software
PlatformsCloud, On-PremiseSaaS/Web/Cloud
APIAvailableAvailable
Support modesDiscord Community, Help Center, Email Support, Enterprise SupportOnline
Data residency—US

Key differences between LangSmith and Promptly AI

  • Pricing: LangSmith starts at Free free, while Promptly AI starts at $99.99 /month.
  • Target audience: LangSmith is built for Small Business and Mid-Market, while Promptly AI targets Large Enterprises and Medium Business.
  • Deployment: LangSmith supports Cloud, On-Premise; Promptly AI supports SaaS/Web/Cloud.

LangSmith vs Promptly AI — 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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LangSmith vs Promptly AI: Biggest differences

Start here before you go deeper into features.

LangSmith

Best for

Small Business, Mid-Market, Enterprise

Promptly AI

Best for no-code AI chatbots integrated with Slack and Discord.

Choose if
  • You need to quickly build AI-powered web apps or chatbots without coding.
  • Your team uses Slack or Discord and wants embedded AI tools in those platforms.
  • You are a medium-sized Martech, SaaS, or Sales Automation business seeking productivity gains.
Consider alternatives if
  • You require highly customized AI model training beyond standard provider models.
  • Your organization does not use Slack or Discord workflows extensively.

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

Description

LangSmith is the LLMOps observability and evaluation platform built by LangChain for teams developing production LLM applications. It provides tracing, debugging, and evaluation for any LLM ... Read More about LangSmith

Promptly is a no-code platform that allows users to build AI-powered web apps, chatbots, Slack apps, and Discord bots. Users can use their data to power these AI applications, embed them in ... Read More about Promptly AI

Entry Level Pricing

  • Starts from Free
  • Starts from $99.99 , monthly

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

9.0/10

Not Available

User Ratings

Based on verified Spotsaas reviews

Best Company Size

—
50 to 500 employeesMedium Business
Get pricing help
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

LangSmith

  • Debug LLM Failures Fast: Full call traces with inputs, outputs, latency, and token counts for every LLM call — no more guessing why an AI chain failed.
  • Prevent Prompt Regressions: Automated evaluation runs on datasets catch quality regressions when prompts change, before they reach users.
  • Monitor Production AI Quality: Real-time dashboards track LLM latency, error rates, and output quality — the same visibility layer backend engineers expect for APIs.

Promptly AI

  • Clear Communication: With Promptly AI, teams can easily improve their communication workflows. I've seen how it allows smooth interactions, reducing miscommunication and keeping everyone aligned.
  • Boosted Productivity: By automating routine tasks and providing intelligent suggestions, Promptly AI allows your team to focus on what truly matters. Managers often report significant time savings, leading to improved overall productivity.
  • Data-Driven Insights: Promptly AI analyzes conversation trends and user behavior, delivering actionable insights that help administrators make informed decisions. Identify areas for improvement quickly and easily.
Best fit

Best fit

LangSmith

  • AI engineering teams debugging complex multi-step LLM chains that produce unexpected outputs
  • Teams running systematic evaluation of prompt changes before deploying to production
  • ML platform teams building shared observability infrastructure for multiple AI product teams

Promptly AI

  • 50 to 500 employees
  • Martech, SaaS, Consulting, Sales Automation, and Revtech
  • Sales Managers, Account Executives, Business Development Representatives, Marketing Specialists, and Customer Success Managers
Watchouts

Reasons buyers look elsewhere

Promptly AI

  • Lacks specific integrations with tools like Slack, Zapier, or HubSpot that larger teams depend on
  • Pricing starts at $99/month — teams on tighter budgets often switch to ChatGPT Plus ($20/month) or Claude Pro ($20/month) for basic AI tasks
  • Customer support is email-only with 24-48 hour response times — companies needing live chat or phone support migrate to competitors

Software Demo

Demo

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How do LangSmith and Promptly AI Compare on Features?

Total Features

9 Features

8 Features

Unique Features

No unique features

No unique features

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Compare LangSmith and Promptly AI 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
      • $99.99 , monthly

      Pricing Plans

      • Developer

        Free

        • 5k traces/month

        • All core features

        • Community support

      • Plus

        $39

        paid

        • 100k traces/month

        • Team features

        • Priority support

      • Enterprise

        Custom

        paid

        • Unlimited traces

        • SSO

        • On-premise

        Show more +

      • Free

        Free

        • 10 Apps

        • 1 Private App

        • 1M Character Storage

        Show more +

      • Pro

        $99.99

        /month

        • 100 Apps

        • 10 Private Apps

        • 100M Character Storage

        Show more +

      • Enterprise

        Custom

        • Unlimited Apps

        • Unlimited Private Apps

        • Usage Character Storage

        Show more +

      Pricing Page

      Pricing information not available

      Promptly AI pricing

      LangSmith vs Promptly AI: Other Details

      Organization Types supported

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

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - iOS
      • Mobile - Android
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - iOS
      • Mobile - Android

      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

      LangSmith vs Promptly AI Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      Data Residency

      —
      🇺🇸 US

      LangSmith User Reviews & Rating Comparison

      User Ratings

      4.5

      (based on 310 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 310 reviews, with consistently positive feedback.

      What buyers like

      • Framework-agnostic tracing works with any LLM provider (OpenAI, Anthropic, Mistral) and any orchestration framework, not just LangChain.
      • Prompt Hub enables version-controlled prompt management with one-click rollback — replacing ad-hoc string management in code.
      • Evaluation datasets and automated test runs enable regression testing across prompt versions, catching quality regressions before they reach production.

      Common complaints

      • Built by LangChain, so teams using competing orchestration frameworks may find occasional rough edges in non-LangChain integrations.
      • Trace storage costs scale with volume — high-frequency production applications need to budget carefully for trace retention.

      Buyer sentiment

      Buyers appreciate Promptly AI for its ease of use and productivity enhancements but note limited pricing transparency and customization options.

      What buyers like

      • Ease of use
      • Productivity boost
      • Communication improvement

      Common complaints

      • Pricing transparency
      • Customization limitations

      Pros and Cons

      • Framework-agnostic tracing works with any LLM provider (OpenAI, Anthropic, Mistral) and any orchestration framework, not just LangChain.

      • Prompt Hub enables version-controlled prompt management with one-click rollback — replacing ad-hoc string management in code.

      • Evaluation datasets and automated test runs enable regression testing across prompt versions, catching quality regressions before they reach production.

      • Built by LangChain, so teams using competing orchestration frameworks may find occasional rough edges in non-LangChain integrations.

      • Trace storage costs scale with volume — high-frequency production applications need to budget carefully for trace retention.

      • Enables seamless communication and reduces miscommunication

      • Automates routine tasks to boost team productivity

      • Provides actionable data-driven insights on conversation trends

      • Limited information on advanced customization capabilities

      • No publicly available pricing details

      Used LangSmith or Promptly AI? Tell buyers what actually differs.

      LangSmith and Promptly AI Customers

      Customers

      No Customers information available.

      MixLife

      MixLife

      Kiteworks

      Kiteworks

      SingleStore

      SingleStore

      Media and Screenshots

      Screenshots

      No screenshots available.

      Promptly AI screenshot

      4 Screenshots

      Videos

      No videos available.

      video-0

      3 Videos

      Top Alternatives to LangSmith and Promptly AI in 2026

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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, LangSmith or Promptly AI?
      LangSmith edges out the other on user ratings (4.5 vs -1.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
      Do LangSmith and Promptly AI offer a free trial?
      Neither LangSmith nor Promptly AI currently lists a free trial.
      What is the starting price of LangSmith vs Promptly AI?
      LangSmith starts at Free free. Promptly AI starts at $99.99 /month.
      What are the top alternatives to LangSmith?
      Top alternatives to LangSmith include Langfuse, Comet ML, Helicone, Embrace.io, LogicMonitor.
      What are the top alternatives to Promptly AI?
      Top alternatives to Promptly AI include Dify, Defog, illumex, Shaip Generative AI Platform, Amazon Bedrock.