Flyte
8.0#2 in workload automation softwareFrom $950 a monthFree planWebAPILinuxSelf-hosted
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Outerbounds
6.5#11 in mlops platformsFrom $2,499 a monthFree planWebAPI
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| Fact | Flyte | Outerbounds |
|---|---|---|
| Integrations | The Flyte site lists integrations including Apache Spark, Ray, PyTorch Elastic, BigQuery, Snowflake, Weights & Biases, OpenAI Agents SDK, LangGraph, CrewAI, Pydantic AI, MLflow, Dask, and Databricks. | Outerbounds documents Snowflake access and examples for AWS Athena, Amazon SageMaker, and Amazon Bedrock. |
| Purpose | Flyte 2 is a durable AI runtime for workloads involving training, serving, and agents. | Outerbounds provides a managed platform for building and deploying production AI and ML systems in a customer’s cloud. |
Flyte plans
- Flyte OSSFree
- Flyte OSSFree
- Team$950 a month
- Union.ai Team (enterprise Flyte platform)$950 a month
- EnterprisePriced on request
Outerbounds plans
- CommunityFree
- Starter$2,499 a month
- EnterprisePriced on request
Pick Flyte if…
Flyte suits teams building AI workflows for training, serving, or agents, particularly those needing dynamic execution and recovery from infrastructure failures. It offers local devbox and cluster deployment options.
Pick Outerbounds if…
Outerbounds may suit teams building production AI and machine learning workflows in their own cloud. The Community plan is for users prepared to manage their own infrastructure and security.