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Comet ML vs Dataiku: 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.

Rating
,
Reviews
0
From
$19/mo

in MLOps

Rating
,
Reviews
0
From
Custom

in MLOps

The Short Answer

Comet ML vs Dataiku, in 15 seconds

Choose Comet ML if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You need the broader feature set

Choose Dataiku if…

  • You want to trial before paying
  • You want deeper AI and automation features

Head-to-Head Scorecard

How Comet ML and Dataiku score

It's evenly matched, each leads on 2 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Comet
    No reviews
    Dataiku
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Comet
    0
    Dataiku
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Comet ML
    Comet
    $19/mo
    Dataiku
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Comet
    Free plan
    Dataiku
    Free trial
  • Integrations

    Number of listed third-party integrations

    Even
    Comet
    6
    Dataiku
    6
  • Features

    Number of listed product capabilities

    Comet ML
    Comet
    8
    Dataiku
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Dataiku
    Comet
    1
    Dataiku
    2
  • Security & Compliance

    Number of listed compliance certifications

    Even
    Comet
    3
    Dataiku
    3
  • Platforms & Deployment

    Supported platforms and deployment options

    Dataiku
    Comet
    4
    Dataiku
    5

Feature Comparison

Comet ML vs Dataiku feature breakdown

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

Comet ML
Dataiku
Overview
User rating
,
,
Pricing model
FREEMIUM
QUOTE_BASED
Starting price
$19/mo
Custom
Free version
Free trial
Features
Key capabilities
Experiment trackingModel registryProduction monitoringOpik agent tracingTest suites and assertionsLLM evaluation+2
Data science and MLAI agent deliveryAgent managementGovernanceGuardrailed self-serviceMulti-cloud orchestration
AI features
LLM evaluation
Data science and MLAI agent delivery
Integrations & API
Integrations
PythonKubernetesAWSGoogle CloudAzureGitHub
PythonKubernetesAWSGoogle CloudAzureGitHub
Public API
Platforms
Deployment
CloudSelf-hosted
CloudSelf-hostedOn-premise
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2017
2013
Headquarters
New York, New York, USA
New York, New York, USA

Pricing Comparison

Comet ML vs Dataiku pricing

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

Comet ML

$19/mo to start
Free (MLOps)Free
  • 1 user
  • 100GB data storage
  • Fair usage limits
Pro (MLOps)$19/month
  • Per user
  • Up to 10 users
  • 1,500 training hours
  • 500GB storage, email support
Opik Free CloudFree
  • Up to 10 team members
  • 25k spans per month
  • 60-day retention
Opik Pro Cloud$19/month
  • Up to 50 team members
  • 100k spans per month
  • Customizable limits and retention
CustomCustom
  • Unlimited users and usage
  • SSO, dedicated support
  • SOC 2, ISO and HIPAA compliance

Dataiku

Custom to start
CustomCustom
  • Quote-based pricing
  • Trial and demo available

Total cost of ownership factors

Free planComet Dataiku
Free trial to evaluateComet Dataiku
Transparent published pricingComet Dataiku
Public API (build vs. buy add-ons)Comet Dataiku

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

Pros & Cons

Comet ML vs Dataiku: strengths and trade-offs

Comet ML

Pros

  • Free plan available
  • Compliance: SOC 2, ISO 27001, GDPR
  • Public API available

Cons

    Dataiku

    Pros

    • Free trial offered
    • Compliance: SOC 2, ISO 27001, GDPR
    • Stronger AI / automation features
    • Public API available

    Cons

    • No free plan
    • Pricing is quote-based (less transparent)

    Buyer Fit

    Who should use Comet ML vs Dataiku?

    Startups

    Comet ML

    Comet ML keeps early-stage costs lowest with its entry tier.

    Small businesses

    Comet ML

    Comet ML offers the most accessible pricing for lean teams.

    Agencies

    Comet ML

    Comet ML connects to more tools for multi-client workflows.

    Enterprises

    Comet ML

    Comet ML leads on compliance and breadth for complex needs.

    Ecommerce

    Dataiku

    Dataiku integrates with more of the commerce stack.

    SaaS companies

    Dataiku

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

    Integration overlap

    Shared integrations (6)

    PythonKubernetesAWSGoogle CloudAzureGitHub

    Only in Comet ML (0)

    Only in Dataiku (0)

    Keep Exploring

    Other alternatives worth considering

    Similar mlops products buyers compare alongside Comet ML and Dataiku.

    Ask SIA which solution fits your business

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    Comet ML vs Dataiku, Frequently Asked Questions

    What is the difference between Comet ML and Dataiku?

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

    Which is better, Comet ML or Dataiku?

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

    Which is cheaper, Comet ML or Dataiku?

    Comet ML is the more affordable option, starting at $19/month.

    Does Comet ML or Dataiku have a free plan?

    Comet ML offers a free plan. Dataiku does not have a free tier but does offer a free trial.

    Can I switch from Comet ML to Dataiku?

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

    Who should use Comet ML vs Dataiku?

    Comet ML is best suited for teams that prioritise enterprise features. Dataiku works well for teams needing advanced capabilities.

    Our Verdict

    The bottom line on Comet ML vs Dataiku

    Best Overall

    Either

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

    Best for Startups

    Comet ML

    Comet ML has the friendliest entry point for new teams.

    Best for Enterprise

    Comet ML

    Comet ML leads on compliance and feature breadth.

    Best Value

    Comet ML

    Comet ML delivers the lowest cost to get started.

    Best AI Features

    Dataiku

    Dataiku ships more AI and automation.

    Highest Rated

    Either

    Both earn equal user ratings.

    Ready to decide between Comet ML and Dataiku?

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