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OpenObserve vs OptScale - MLOps & FinOps open source platform

OpenObserve focuses on observability metrics, not MLOps or FinOps cost tools.

Short answer: Pick OpenObserve if you want unified, petabyte-scale observability; pick OptScale - MLOps & FinOps open source platform if you want experiment tracking with cost optimization. OpenObserve is paid; OptScale - MLOps & FinOps open source platform has a free plan.

OpenObserveOpen source observability built for petabyte scaleOptScale - 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 OpenObserve if you want…

  • Unified, petabyte-scale observability
  • Integrations with OpenTelemetry, Prometheus or Datadog Agent (on OpenObserve'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
  • A free plan to start with
  • Integrations with Alibaba Cloud, Databricks or S3 (on OptScale - MLOps & FinOps open source platform's list, not OpenObserve's)

Side by side

What it is
OpenObserve:OpenObserve is an open-source observability platform for logs, metrics and traces at petabyte scale.
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
OpenObserve:Unified, petabyte-scale observability
OptScale - MLOps & FinOps open source platform:Experiment tracking with cost optimization
Who it’s for
OpenObserve:Engineering teams needing high-performance, cost-effective observability.
OptScale - MLOps & FinOps open source platform:ML/AI engineers and cloud cost managers
Pricing
OpenObserve:Paid
OptScale - MLOps & FinOps open source platform:Freemium
Free plan or trial
OpenObserve:—
OptScale - MLOps & FinOps open source platform:Free plan (Free)
Plans
OpenObserve:OpenObserve Cloud $0.50/GB per GB ingest
OptScale - MLOps & FinOps open source platform:Free $0 · Pro $95 per cloud account per month
Open source
OpenObserve:Yes
OptScale - MLOps & FinOps open source platform:Yes, 2,196 GitHub stars
Works with
OpenObserve:OpenTelemetry, Prometheus, Datadog Agent, Kubernetes, AWS, Google Cloud, Azure
OptScale - MLOps & FinOps open source platform:AWS, Alibaba Cloud, Kubernetes, Databricks, S3

OpenObserve features

  • Unified observability stack. Collect, correlate and view logs, metrics, traces and more in a single platform.
  • Columnar Parquet storage. Rust-based storage engine provides 140× storage efficiency and 30× compute efficiency.
  • Auto-correlation engine. Analyzes millions of signals per second to automatically link related events.
  • AI SRE agent. Continuously triages incidents, finds root cause and drafts post-mortems.
  • AI assistant. Answers natural-language queries across all telemetry without writing queries.
  • LLM observability. Tracks prompts, completions, token usage and cost for LLM applications.
  • Kubernetes integration. One-click collector deploys logs, metrics, events and zero-code traces for clusters.
  • OpenTelemetry-native ingestion. Supports OpenTelemetry, Prometheus and Datadog agents for drop-in migration.

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.

OpenObserve vs OptScale - MLOps & FinOps open source platform FAQ

What is the difference between OpenObserve and OptScale - MLOps & FinOps open source platform?+

OpenObserve focuses on observability metrics, not MLOps or FinOps cost tools.

Should I use OpenObserve or OptScale - MLOps & FinOps open source platform?+

Pick OpenObserve if you want unified, petabyte-scale observability or integrations with OpenTelemetry, Prometheus or Datadog Agent (on OpenObserve'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, a free plan to start with or integrations with Alibaba Cloud, Databricks or S3 (on OptScale - MLOps & FinOps open source platform's list, not OpenObserve's).

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

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

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

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

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

Partly. Both list Kubernetes and AWS. OpenObserve also lists OpenTelemetry, Prometheus, Datadog Agent, Google Cloud and 1 more; OptScale - MLOps & FinOps open source platform also lists Alibaba Cloud, Databricks and S3.

On DevHunt

OpenObserve

39 upvotes · Launched on DevHunt on Apr 14, 2026

OpenObserve on DevHunt →OpenObserve 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.