Flyte
The durable AI runtime for open source orchestration
Ranked #5 in Open-source data science platforms, and on 1 more ranking.
Flyte is a durable AI runtime platform designed for orchestration. It enables the execution of training, serving, and agent workloads with automatic recovery from failures.
At a glance
| Best for | AI engineering teams |
From Flyte's own website.
Company facts
| Social profiles | LinkedIn, X |
Facilities and features
Its website also mentions:
- API
- Integrations
What stands out
Flyte automatically recovers from infrastructure failures such as OOM kills or node preemption.
“OOM kills, preempted spot nodes, disappearing GPUs — Flyte is infra-aware and resubmits with corrected resources, automatically.”Flyte, own website
The product allows users to write workflows in pure Python without needing a separate DSL.
“No DSL, no YAML hell.”Flyte, own website
How it ranks
Flyte is ranked 5th of 10 in Open-source data science platforms (Lister Score 88.0) and 6th of 10 in Open-source data orchestration tools (Lister Score 88.0).
#5 in Open-source data science platforms · Lister Score 88.0
Allows users to write workflows in pure Python without needing a separate DSL.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“Orchestrate, ship and scale AI systems from experiment to production: training, real-time inference, and observability on managed infrastructure.”Flyte, own website
“The open source durable runtime for AI. Apache 2.0, governed in the open.”Flyte, own website
| Rank | Open-source data science platforms | Score |
|---|---|---|
| 1 | IOMETE | 92.0 |
| 2 | Hopsworks | 90.0 |
| 3 | Knime Analytics Platform | 90.0 |
| 4 | Polyaxon | 90.0 |
| 5 | Flyte | 88.0 |
| 6 | Earthmover | 86.0 |
| 7 | MLflow AI Platform | 86.0 |
| 8 | Jupyter | 82.0 |
| 9 | Kedro | 82.0 |
| 10 | HPCC Systems | 80.0 |
#6 in Open-source data orchestration tools · Lister Score 88.0
Allows users to write workflows in pure Python without needing a separate DSL.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“Orchestrators were built for linear data pipelines: extract, transform, load, repeat. AI workloads don t look like that.”Flyte, own website
“The open source durable runtime for AI. Apache 2.0, governed in the open.”Flyte, own website
| Rank | Open-source data orchestration tools | Score |
|---|---|---|
| 1 | Kestra | 94.0 |
| 2 | IOMETE | 92.0 |
| 3 | Qubole | 92.0 |
| 4 | Prefect | 90.0 |
| 5 | dbt Labs | 88.0 |
| 6 | Flyte | 88.0 |
| 7 | Meltano | 88.0 |
| 8 | OLake | 82.0 |
| 9 | SymmetricDS | 82.0 |
| 10 | Curoverse | 70.0 |
Frequently asked questions
How does Flyte rank on Lister?
Flyte is ranked 5th of 10 in Open-source data science platforms (Lister Score 88.0) and 6th of 10 in Open-source data orchestration tools (Lister Score 88.0).