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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 3/9
Rating
,
Reviews
0
From
$40/mo

in MLOps

Rating
,
Reviews
0
From
$0/mo

in MLOps

The Short Answer

AgentOps vs Mastra, in 15 seconds

Choose AgentOps if…

  • You depend on a broad integration ecosystem
  • You want deeper AI and automation features
  • You need the broader feature set

Choose Mastra if…

  • You prefer Mastra's approach and ecosystem

Head-to-Head Scorecard

How AgentOps and Mastra score

AgentOps leads on 3 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
    $40/mo
    Mastra
    $0/mo
  • Free Access

    Availability of a free plan and/or free trial

    Even
    AgentOps
    Free plan
    Mastra
    Free plan
  • Integrations

    Number of listed third-party integrations

    AgentOps
    AgentOps
    5
    Mastra
    4
  • Features

    Number of listed product capabilities

    AgentOps
    AgentOps
    8
    Mastra
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    AgentOps
    AgentOps
    2
    Mastra
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Even
    AgentOps
    1
    Mastra
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Mastra
    AgentOps
    5
    Mastra
    7

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
FREEMIUM
OPEN_SOURCE
Starting price
$40/mo
$0/mo
Free version
Free trial
Features
Key capabilities
LLM and tool call tracingTime travel replayMulti-agent visualizationToken and cost tracking400+ LLM and framework supportPrompt injection detection+2
AgentsWorkflowsMemoryObservabilityMCP supportHarness
AI features
LLM and tool call tracing400+ LLM and framework support
,
Integrations & API
Integrations
OpenAICrewAIAutoGenAnthropicLangChain
OpenAIAnthropicLangChainVercel
Public API
Platforms
Deployment
CloudOn-premiseSelf-hosted
CloudSelf-hosted
Platforms
WebAPI
WebAPILinuxmacOSWindows
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

$40/mo to start
BasicFree
  • Up to 5,000 events
  • Agent-agnostic SDK
  • Cost tracking for 400+ LLMs
  • Replay analytics
Pro$40/month
  • Unlimited events
  • Unlimited log retention
  • Session and event export
  • Dedicated support
EnterpriseCustom
  • SLA
  • Custom SSO
  • On-premise deployment
  • SOC-2 and HIPAA compliance

Mastra

$0/mo to start
Open sourceFree
  • Apache 2.0 core framework
  • Agents, workflows, memory, evals
  • 90+ model providers
EnterpriseCustom
  • Mastra Enterprise License features
  • Pricing not published

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
  • Broad integration ecosystem (5)
  • Compliance: SOC 2
  • Stronger AI / automation features
  • Public API available

Cons

  • Higher starting price ($40/mo)

Mastra

Pros

  • Free plan available
  • Lower starting price ($0/mo)
  • Compliance: SOC 2
  • Public API available

Cons

  • Fewer native integrations than the alternative

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

AgentOps

AgentOps connects to more tools for multi-client workflows.

Enterprises

AgentOps

AgentOps 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 (3)

OpenAIAnthropicLangChain

Only in AgentOps (2)

CrewAIAutoGen

Only in Mastra (1)

Vercel

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.

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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?

Mastra is the more affordable option, starting at $0/month.

Does AgentOps or Mastra have a free plan?

AgentOps offers a free plan. does not have a free tier but offers paid plans.

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

AgentOps

AgentOps 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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