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DoubleCloud vs OptScale - MLOps & FinOps open source platform

DoubleCloud helps engineers work with data pipelines, not experiment tracking or FinOps.
DoubleCloudYour engineers will love working with dataOptScale - MLOps & FinOps open source platformMLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost

Which to pick

Pick DoubleCloud if you want…

  • Managed open-source analytics stack
  • Data workflow orchestration
  • Integrations with Terraform, API or Prometheus (on DoubleCloud's list, not OptScale - MLOps & FinOps open source platform's)

Pick OptScale - MLOps & FinOps open source platform if you want…

  • Experiment tracking with cost optimization
  • Integrations with Alibaba Cloud, Kubernetes or Databricks (on OptScale - MLOps & FinOps open source platform's list, not DoubleCloud's)

Side by side

What it is
DoubleCloud:Managed open-source services for ClickHouse, Kafka and Airflow with no-code ELT, real-time visualization and automated Terraform deployment.
OptScale - MLOps & FinOps open source platform:OptScale is an open-source MLOps and FinOps platform for tracking ML experiments and optimizing multi-cloud costs.
Best for
DoubleCloud:Managed open-source analytics stack
OptScale - MLOps & FinOps open source platform:Experiment tracking with cost optimization
Who it’s for
DoubleCloud:Engineers building analytics, monitoring or data-driven applications.
OptScale - MLOps & FinOps open source platform:ML/AI engineers and cloud cost managers
Pricing
DoubleCloud:Freemium
OptScale - MLOps & FinOps open source platform:Freemium
Plans
DoubleCloud:—
OptScale - MLOps & FinOps open source platform:Free $0 · Pro $95 per cloud account per month
Open source
DoubleCloud:Yes
OptScale - MLOps & FinOps open source platform:Yes, 2,196 GitHub stars
Works with
DoubleCloud:Terraform, API, Prometheus, AWS, Google Cloud, ClickHouse, Kafka, Airflow
OptScale - MLOps & FinOps open source platform:AWS, Alibaba Cloud, Kubernetes, Databricks, S3

DoubleCloud features

  • Managed ClickHouse, Kafka, Airflow. Fully managed, high-availability instances on AWS or GCP with auto-updates, backups and scaling.
  • No-code ELT engine. Serverless, real-time data syncing between systems without writing code.
  • Real-time data visualization. Build charts and dashboards instantly with a built-in BI tool.
  • Terraform & API deployment. Spin up clusters in minutes via Terraform scripts or REST API.
  • Prometheus metrics export. Expose service metrics for monitoring and alerting.
  • Built-in dbt transformations. Create data models and transformations directly in the platform.

OptScale - MLOps & FinOps open source platform features

  • Experiment Tracking. Log and monitor ML/AI experiment runs in a central dashboard.
  • Model Versioning. Store and manage different versions of trained models.
  • ML Leaderboards. Compare model performance across experiments.
  • Hyperparameter Tuning. Automate search for optimal hyperparameters.
  • Training Instrumentation. Collect detailed metrics during model training.
  • Cost Optimization Recommendations. Suggest RI/SI, storage, VM rightsizing and other savings across clouds.

DoubleCloud vs OptScale - MLOps & FinOps open source platform FAQ

Is DoubleCloud or OptScale - MLOps & FinOps open source platform free?+

DoubleCloud has a free plan and paid plans. OptScale - MLOps & FinOps open source platform has a free plan and paid plans.

Is DoubleCloud or OptScale - MLOps & FinOps open source platform open source?+

Yes, both are open source: DoubleCloud and OptScale - MLOps & FinOps open source platform (hystax/optscale on GitHub, Apache-2.0 license).

Do DoubleCloud and OptScale - MLOps & FinOps open source platform integrate with the same tools?+

Partly. Both list AWS. DoubleCloud also lists Terraform, API, Prometheus, Google Cloud and 4 more; OptScale - MLOps & FinOps open source platform also lists Alibaba Cloud, Kubernetes, Databricks and S3.

On DevHunt

DoubleCloud

42 upvotes · Launched on DevHunt on May 28, 2024

DoubleCloud on DevHunt →DoubleCloud alternatives

OptScale - MLOps & FinOps open source platform

5 upvotes · Launched on DevHunt on Apr 16, 2024

OptScale - MLOps & FinOps open source platform on DevHunt →

Based on each tool's website and DevHunt data. Details may change; check the official sites.