Side by side
ClearML vs HTCondor
Both stand on gpu cluster management software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan APILinuxMac+3
ClearML combines AI/ML development tooling with infrastructure and GenAI deployment capabilities, and offers both self-hosted and managed deployment paths. Compare plan limits and usage charges with your team's GPU and project needs.
Visit ClearML Free plan APILinuxMac+3
HTCondor is suited to coordinating jobs across machines without requiring users to log in to each execution machine. Its storage-transfer limit and the need to purchase API access are important considerations.
Visit HTCondorThe facts
| ClearML | HTCondor | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | API, Linux, Mac, Self-hosted, Web, Windows | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Pro: $15 per user a month | Not published |
| Plans published | 4 | None |
| Maker | Not published | Not published |
| Website | clear.ml | htcondor.com |
| On gpu cluster management software | #3 of 21 | #7 of 21 |
ClearML: what it does well
- Manages GPUs across on-premises, cloud, and hybrid setups.
- Provides model development, training, testing, and deployment tools.
- Includes integrations for popular ML frameworks and tools.
- Supports several cloud and S3-compatible storage services.
- Community plan is free.
What to know first
- Pro adds usage charges beyond its per-user price.
- Scale and Enterprise pricing require a custom quote.
- Self-hosted security setup calls for restricting ports and configuring login authentication.
HTCondor: what it does well
- Can restart jobs when a machine becomes unavailable
- ClassAds match machine offers to job needs
- Users need no login on execution machines
- Supports S3-compatible file transfers
- Includes Python bindings and administrator guides
What to know first
- Cannot transfer whole storage buckets or directories
- Freemium API keys do not access the API
- Contract support is fee-based
Alternatives to ClearML Alternatives to HTCondor The whole list