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MLOps & InfrastructureVerifiedVerified#973 Ranked

Workflow orchestration for data and ML pipelines.

Quick Information

Category:
MLOps & Infrastructure
Pricing:
Freemium
Platforms:
Python, Kubernetes, AWS
Free Plan:
Yes
API Available:
Yes
Last Verified:
October 2026

What Is Flyte?

Flyte is workflow orchestration for data and ML pipelines, and Flyte 2 is described as the durable, open-source AI runtime behind Union.ai. The open-source single-cluster deployment, FlyteOS, is generally available with no software charge. Union.ai's commercial plan, per its pricing page, is a Team plan at $950 a month plus usage, with a 30-day free trial and a $950 monthly minimum credited to usage, while Enterprise is custom with volume discounts, custom concurrent actions, custom retention and three or more clusters. Self-service pricing is usage-based, metered on durable actions, vCPU-hours, memory and GPU-hours, with volume-banded rates starting at $0.0030 per action for the first 100,000 a month. Union.ai launched self-service access on AWS Marketplace in September 2026.

A separate AWS Marketplace listing shows a different structure, a $100,000 annual commit with extra usage at $0.01 per unit beyond the monthly credit, which may be an older or enterprise-only offer, so check union.ai/pricing for current terms. Union.ai raised a $38.1 million Series A in total, including the previously announced $19.1 million. I did not find confirmation of the Apache 2.0 licence in these results, so that detail is unverified, and the crypto Flyte AI results and a Capterra listing are unrelated to Flyte.org and were excluded. Check the repository licence before building on it.

Flyte suits platform teams that want typed, reproducible, crash-proof pipelines on Kubernetes, with a managed option. Compare Prefect, Dagster and Kubeflow. Browse the MLOps & Infrastructure tools directory for more.

What Can You Use Flyte For?

Durable ML and data workflows

Crash-proof.

Resource-aware AI orchestration

Flyte 2.

Flyte Features

  • Action-based metering — Tiered.
  • Self-service on AWS Marketplace — September 2026.
  • Series A funding — $38.1M total.

Who Is Flyte For?

  • Platform engineers — Kubernetes-native.
  • AI teams — Durable runtime.

Flyte Pros & Limitations

What We Like

  • Open-source core
  • Usage-based managed pricing
  • Strong typing and reproducibility

Limitations

  • Licence unconfirmed here
  • $950 monthly minimum
  • Conflicting AWS listing

Flyte Pricing

PlanPriceMain Features
FlyteOS (open source)FreeSingle-cluster; no software charge
Union.ai Team$950/month plus usage30-day trial; $950 minimum credited to usage; $0.0030 per action for first 100K
Union.ai EnterpriseCustom3+ clusters, volume discounts, custom retention
AWS Marketplace (older/enterprise)$100,000 annual commitExtra usage $0.01 per unit

Pricing was last verified October 2026. Check the official website for the latest pricing.

Check Current Pricing

AI Listing Jungle Ranking

Global Rank:
#973
Overall Score:
39.7/100
Monthly Users:
–
Rank Change:
▲ 568

This ranking reflects AI Listing Jungle's own independent scoring methodology and is not an endorsement by Flyte or its company. How Our Rankings Work

Frequently Asked Questions

Is Flyte free?

FlyteOS is open source with no software charge.

How much is Union.ai Team?

$950 a month plus usage.

Is it Apache 2.0?

Not confirmed in these results.

Is there a trial?

30 days.

Our Take

Flyte is a robust orchestrator for serious ML workloads.

Check the licence and minimum spend.

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