Anaconda AI Platform
Current- Annual cost
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- Seats assigned
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This catalog view compares public market data and does not include organization spend or usage.
ALTERNATIVE APPLICATIONS
Anaconda AI Platform Alternatives
Should you replace Anaconda AI Platform?
Dataiku is the strongest catalog alternative to evaluate for Anaconda AI Platform.
Anaconda AI Platform alternatives
See how Anaconda AI Platform compares to 4 alternative apps you can switch to.
Dataiku and Domino Data Lab selected for comparison.
Annual costTotal subscription cost for each app, shown for the selected billing period.
Anaconda ...
--
Individual Edition
Public catalog pricing. Organization spend is not included.
Dataiku
--
Free
Public catalog pricing estimate.
Domino Da...
$12,000
Standard
Public catalog pricing estimate.
3-Year Net SavingEstimated savings over three years after migration and setup costs.
Anaconda ...
$0
No migration in the current app baseline.
Dataiku
--
After $22,000 estimated migration cost.
Domino Da...
--
After $35,000 estimated migration cost.
Team Fit ScoreHow closely the app matches the teams, workflows, and usage patterns currently in place.
Anaconda ...
--
Dataiku
75/100
Dataiku excels when data scientists collaborate with business analysts through visual, governed workflows. It replaces Anaconda's code-centric environment management with end-to-end MLOps and data preparation tools. Less ideal for teams requiring granular conda package control and Git-native development workflows.
Domino Da...
75/100
Domino excels in organizations with strict compliance needs and heterogeneous data science tooling, particularly in financial services and pharmaceuticals. Data science teams of 20+ benefit from centralized governance, while small teams or those using single-cloud native tools will find the cost and complexity prohibitive. Engineering teams often resist adoption due to the platform's learning curve compared to native notebook environments.
Adoption RiskExpected friction, training effort, and behavior change needed to move teams onto the alternative.
Anaconda ...
--
Public adoption signal for the current app.
Dataiku
low
Dataiku is a medium-complexity migration. Estimated 8 weeks and $22,000 one-time cost.
Domino Da...
high
Domino Data Lab is a high-complexity migration. Estimated 10 weeks and $35,000 one-time cost.
User satisfactionAvailable rating and review signal for team sentiment around the app.
Anaconda ...
4.5/5.0
1800 reviews
Dataiku
4.4/5.0
2100 reviews
Domino Da...
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248 reviews
Timeline & DisruptionExpected migration duration and disruption to normal workflows.
Anaconda ...
No migration needed
Dataiku
8 weeks
Medium
Dataiku is a medium-complexity migration. Estimated 8 weeks and $22,000 one-time cost.
Domino Da...
10 weeks
High
Domino Data Lab is a high-complexity migration. Estimated 10 weeks and $35,000 one-time cost.
Setup & trainingOne-time implementation, enablement, and training investment required.
Anaconda ...
--
Dataiku
$22,000
Estimated one-time migration and setup effort.
Domino Da...
$35,000
Estimated one-time migration and setup effort.
Integration CoverageHow much of the current integration and workflow surface is covered by the app.
Anaconda ...
--
Dataiku
--
Supports 350 native integrations.
Domino Da...
--
Supports 150 native integrations.
Feature Match (%)How closely the app matches current feature needs, including notable gaps or risks.
Anaconda ...
100%
Dataiku
55%
- No native conda package or environment management
- Lacks curated open-source repository with CVE scanning
- Higher total cost for small technical teams
- Visual interface overhead for notebook-only users
Domino Da...
70%
- High minimum contract value excludes mid-market
- Complex setup for hybrid and on-premise deployments
- Steep learning curve for non-technical stakeholders
- Limited native AutoML capabilities
CertificationsSecurity, privacy, and compliance certifications available for each app.
Anaconda ...
SOC 2 Type IIISO 27001
Dataiku
SOC 2 Type IIISO 27001HIPAAGDPRFedRAMP
Domino Da...
SOC 2 Type IIISO 27001HIPAAGDPRFedRAMP
Choose This IfThe conditions where keeping or switching to this app is likely to make sense.
Anaconda ...
You already standardize on this app.
Dataiku
You need visual data preparation and collaborative workflows between business analysts and data scientists
Domino Da...
Your organization requires governed, collaborative model development across hybrid cloud environments with strict audit and compliance requirements
Avoid This IfThe conditions where this app is likely to create cost, workflow, or adoption risk.
Anaconda ...
Public pricing or fit signals no longer match your needs.
Dataiku
Your workflow depends on granular conda environment management and curated open-source package repositories
Domino Da...
Your team is small, budget-constrained, or relies primarily on a single cloud provider's native ML services without complex governance needs
