ActiveBatch vs Flyte
ActiveBatch
advsyscon.com
Flyte
flyte.orgSide by side
| Figure | ActiveBatch | Flyte |
|---|---|---|
| Price from | — | $950/mo |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 5 |
| Spec score · Workflow Orchestration Software | 9.3 (#1) | 9.0 (#3) |
| Spec score · Workload Automation Software | 9.3 (#1) | 9.0 (#2) |
| Company facts | Gartner lists Redwood Software, ActiveBatch's parent, as a private company founded in 1993, headquartered in Frisco, United States, with 501–1,000 employees. | LinkedIn lists Union.ai as privately held, founded in 2021, headquartered in Seattle and employing 11–50 people. |
| Deployment | ActiveBatch supports on-premises, public-cloud, private-cloud and hybrid environments. | Flyte 2 can run locally with a devbox or on a user's cluster; the site provides `pip install flyte` and `flyte start devbox` setup commands. |
| Integrations | Published integrations include ServiceNow, Azure Data Factory, Snowflake, SAP, Oracle PeopleSoft, SharePoint, Informatica, Microsoft System Center, CyberArk and many others. | 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. |
| License | The EULA restricts copying, reverse engineering, rental and component separation, indicating proprietary commercial licensing rather than open source. | The Flyte repositories and SDKs are published under the Apache License 2.0. |
| Purpose | ActiveBatch is a workload automation and enterprise job scheduling platform for orchestrating end-to-end IT and business processes. | Flyte 2 is a durable AI runtime for workloads involving training, serving, and agents. |
| Rating on Capterra | 4.7 out of 5 from 56 reviews | 4.8 out of 5 from 11 reviews, with the listing describing sales notes, competitive insights and revenue forecasting rather than Flyte OSS. |
| Rating on G2 | 4.6 out of 5 from 212 reviews | 4.7 out of 5 from 11 reviews, but the G2 listing describes Flyteai.com sales-coaching software rather than Flyte OSS. |
| Rating on GetApp | 4.7 out of 5 from 56 reviews | 4.8 out of 5 from 11 reviews, and the page likewise describes a sales and call-recording product named Flyte. |
| Security | ActiveBatch supports multi-factor authentication for its Console, Web Console, Self-Service Portal and Mobile Ops interfaces. | Union.ai states that its data plane runs inside the customer's cloud and that workflow inputs, outputs, logs, code, and reports do not pass through its control plane. |
| Support | Redwood states that it provides global 24 x 365 customer support through email, phone and a support portal. | The Team plan lists one business day Sev 1 support, while Enterprise lists custom white-glove support. |
| What it does | ActiveBatch is workload-automation and enterprise job-scheduling software for developing, optimizing and monitoring IT operations, infrastructure and applications. | Flyte is an open-source runtime for orchestrating AI workloads such as training, serving and agent workflows, with automatic recovery from failures. |
Plans
Flyte
- Flyte OSSFree
- Flyte OSSFree
- Team$950 a month
- Union.ai Team (enterprise Flyte platform)$950 a month
- EnterprisePriced on request
In their own words
ActiveBatch
ActiveBatch is a workload automation and enterprise job scheduling platform for coordinating IT and business processes. Its low-code/no-code visual designer combines drag-and-drop workflow creation with hundreds of pre-built job steps. Jobs can start when external events occur or follow date and time schedules. Customizable monitoring, alerts, reporting and SLA monitoring help track execution; dependency controls, retries, recovery and execution observability are also listed. Integrations include PowerShell, SQL Server, ServiceNow and Microsoft Azure Data Factory. The Web Services API supports SOAP 1.1–1.2 and REST and is included in the core license. ActiveBatch supports on-premises, public-cloud, private-cloud and hybrid deployments, with execution agents for several operating systems. Its browser-based Web Console and Self-Service Portal provide interfaces for approved processes, with the portal intended for business and help desk users under IT control. Multi-factor authentication, audited object changes and revision rollback are supported. Pricing is on request; there is no free plan, and a free trial is available.
Flyte
Flyte 2 is a durable runtime for AI workloads involving training, serving and agents. Users write workflows as plain Python async functions and use a TaskEnvironment to declare images, resources, secrets and retry policies. Flyte resumes from failed tasks and can recover from out-of-memory kills, preempted nodes and disappearing GPUs. Branches, loops and runtime decisions support dynamic workflows and agents. Native serving integrations include Streamlit, FastAPI, vLLM, SGLang and Ollama, with replicas able to scale to zero when idle. Listed integrations also cover Apache Spark, Ray, PyTorch Elastic, BigQuery, Snowflake, Weights & Biases, OpenAI Agents SDK, LangGraph, CrewAI, Pydantic AI, MLflow, Dask and Databricks. It runs locally with a devbox or on a customer cluster. Union.ai says customer-cloud data planes keep workflow inputs, outputs, logs, code and reports outside its control plane. Flyte is available as free Apache 2.0 open-source software.