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AgentOps vs Mastra: Which MLOps Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Leads 1/9
Rating
,
Reviews
0
From
Free

in MLOps

Rating
,
Reviews
0
From
Free

in MLOps

The Short Answer

AgentOps vs Mastra, in 15 seconds

Choose AgentOps if…

  • You want deeper AI and automation features

Choose Mastra if…

  • You prefer Mastra's approach and ecosystem

Head-to-Head Scorecard

How AgentOps and Mastra score

AgentOps leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    AgentOps
    No reviews
    Mastra
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    AgentOps
    0
    Mastra
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    AgentOps
    Free
    Mastra
    Free
  • Free Access

    Availability of a free plan and/or free trial

    Even
    AgentOps
    Free plan + trial
    Mastra
    Free plan + trial
  • Integrations

    Number of listed third-party integrations

    Even
    AgentOps
    6
    Mastra
    6
  • Features

    Number of listed product capabilities

    Even
    AgentOps
    6
    Mastra
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    AgentOps
    AgentOps
    1
    Mastra
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Even
    AgentOps
    1
    Mastra
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    AgentOps
    4
    Mastra
    4

Feature Comparison

AgentOps vs Mastra feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

AgentOps
Mastra
Overview
User rating
,
,
Pricing model
Subscription
Subscription
Starting price
Free
Free
Free version
Free trial
Features
Key capabilities
Session replaysLLM cost trackingAgent benchmarkingFramework integrationsOpen-source SDKTracing and evals
Agents and toolsWorkflow engineRAG and memoryEvals and tracingOpen-source SDKTracing and evals
AI features
LLM cost tracking
,
Integrations & API
Integrations
PythonTypeScriptOpenAIAnthropicLangChainVercel
PythonTypeScriptOpenAIAnthropicLangChainVercel
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2
SOC 2
Vendor
Company
,
,
Verified
Founded
2023
2024
Headquarters
San Francisco, California, USA
San Francisco, California, USA

Pricing Comparison

AgentOps vs Mastra pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

AgentOps

Free to start
FreeFree
  • Session replays
  • Limited monthly usage
  • Community support
ProCustom
  • Email support
  • Higher usage limits
  • Session replays
  • Integrations
EnterpriseCustom
  • Dedicated support
  • Agent benchmarking
  • SSO and admin controls
  • Everything in Pro

Mastra

Free to start
FreeFree
  • Limited monthly usage
  • Community support
  • Agents and tools
ProCustom
  • Email support
  • Workflow engine
  • Higher usage limits
  • Integrations
EnterpriseCustom
  • Evals and tracing
  • SSO and admin controls
  • RAG and memory
  • Everything in Pro

Total cost of ownership factors

Free planAgentOps Mastra
Free trial to evaluateAgentOps Mastra
Transparent published pricingAgentOps Mastra
Public API (build vs. buy add-ons)AgentOps Mastra

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

AgentOps vs Mastra: strengths and trade-offs

AgentOps

Pros

  • Free plan available
  • Free trial offered
  • Compliance: SOC 2
  • Stronger AI / automation features
  • Public API available

Cons

    Mastra

    Pros

    • Free plan available
    • Free trial offered
    • Compliance: SOC 2
    • Public API available

    Cons

      Buyer Fit

      Who should use AgentOps vs Mastra?

      Startups

      Either

      Either keeps early-stage costs lowest with its entry tier.

      Small businesses

      Either

      Either offers the most accessible pricing for lean teams.

      Agencies

      Either

      Either connects to more tools for multi-client workflows.

      Enterprises

      Either

      Either leads on compliance and breadth for complex needs.

      Ecommerce

      AgentOps

      AgentOps integrates with more of the commerce stack.

      SaaS companies

      AgentOps

      AgentOps is the more developer- and automation-friendly choice.

      Integration overlap

      Shared integrations (6)

      PythonTypeScriptOpenAIAnthropicLangChainVercel

      Only in AgentOps (0)

      Only in Mastra (0)

      Keep Exploring

      Other alternatives worth considering

      Similar mlops products buyers compare alongside AgentOps and Mastra.

      Ask SIA which solution fits your business

      SIA, Saaskart's AI buying assistant, weighs AgentOps and Mastra against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

      Get a personalised recommendation

      AgentOps vs Mastra, Frequently Asked Questions

      What is the difference between AgentOps and Mastra?

      AgentOps and Mastra are both MLOps solutions. AgentOps is rated 0.0/5 by 0 users, while Mastra is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

      Which is better, AgentOps or Mastra?

      Based on user ratings, AgentOps scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

      Which is cheaper, AgentOps or Mastra?

      AgentOps is the more affordable option with a free plan available.

      Does AgentOps or Mastra have a free plan?

      AgentOps offers a free plan. does not have a free tier but does offer a free trial.

      Can I switch from AgentOps to Mastra?

      Switching between AgentOps and Mastra is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

      Who should use AgentOps vs Mastra?

      AgentOps is best suited for teams that prioritise enterprise features. Mastra works well for teams looking to start free and scale.

      Our Verdict

      The bottom line on AgentOps vs Mastra

      Best Overall

      Either

      It's a tie balances user satisfaction and proven adoption.

      Best for Startups

      Either

      It's a tie has the friendliest entry point for new teams.

      Best for Enterprise

      Either

      It's a tie leads on compliance and feature breadth.

      Best Value

      Either

      It's a tie delivers the lowest cost to get started.

      Best AI Features

      AgentOps

      AgentOps ships more AI and automation.

      Highest Rated

      Either

      Both earn equal user ratings.

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      Not sure which to choose?

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