Flyte
The durable AI runtime for open source orchestration
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.
| Best for | AI engineering teams |
| Website | flyte.org |
Company facts
| Social profiles | LinkedIn, X |
Facilities and features
- 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
Strengths and trade-offs
- Flyte automatically recovers from infrastructure failures such as OOM kills or node preemption.
- The product allows users to write workflows in pure Python without needing a separate DSL.
Appears in
Open-source data science platforms
1
IOMETE92.02
Hopsworks90.03
Knime Analytics Platform90.0RANKINGfull ranking →SOFTWAREVERIFIEDOpen-source data orchestration tools
1
Kestra94.02IOMETE92.03
Qubole92.0RANKINGfull ranking →How Flyte ranks
#6 in Open-source data orchestration tools
How the score is made up: Evidence on its own site 20; How complete its published information is 16; Fit to this ranking's criteria 40; 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
#5 in Open-source data science platforms
How the score is made up: Evidence on its own site 20; How complete its published information is 16; Fit to this ranking's criteria 40; 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
Alternatives to Flyte
| IOMETE The sovereign data platform for the AI era | #1 in Open-source data science platforms | 92.0 |
| Hopsworks The AI lakehouse for real-time ML | #2 in Open-source data science platforms | 90.0 |
| Knime Analytics Platform Open-source visual workflow platform for data science and analytics | #3 in Open-source data science platforms | 90.0 |
 PolyaxonAI-first infrastructure for Kubernetes | #4 in Open-source data science platforms | 90.0 |
 EarthmoverThe science data cloud | #6 in Open-source data science platforms | 86.0 |
 MLflow AI PlatformDeliver high-quality AI, fast | #7 in Open-source data science platforms | 86.0 |
Questions about Flyte
Who is Flyte best for?
Flyte is best for AI engineering teams.
Where does Flyte rank?
Flyte is ranked #5 in Open-source data science platforms (Lister Score 88.0) and #6 in Open-source data orchestration tools (Lister Score 88.0).
What are the best alternatives to Flyte?
The closest alternatives on Lister are IOMETE (#1 in Open-source data science platforms), Hopsworks (#2 in Open-source data science platforms) and Knime Analytics Platform (#3 in Open-source data science platforms).
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