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Tools/TaskWeaver vs Windmill
TaskWeaver

TaskWeaver

ai-workflow
vs
Windmill

Windmill

ai-workflow

TaskWeaver vs Windmill — Comparison

Overview
What each tool does and who it's for

TaskWeaver

Description will go into a meta tag in <head />

TaskWeaver is designed to support rich data structure (e.g., pandas DataFrame) in a stateful manner through the conversation. TaskWeaver leverages customized plugins to extend the functionality of the Agent while supporting ad-hoc user queries. Extend or customize your own Agent by incorporating Plugins and various Examples for domain-specific scenarios.

Windmill

Trusted by 4,000+ organizations, including 300+ EE customers at scale:

Build mission-critical internal tools and data pipelines that integrate directly with your existing stack and resources. Use Windmill's WebIDE or work locally with your favorite editor, CLI and AI agent. Write scripts in 20+ languages (Python, TS, Go...) with full LSP support, auto-generated UI, managed dependencies and turn them into instant endpoints or hooks for pubsub events. Orchestrate your scripts into high-performance flows with full code flexibility, AI assistance, and sub-20ms overhead. Build powerful full-stack apps using Windmill as a backend and any framework as frontend. Git-based collaboration, auto-scaling infrastructure, and full observability. No DevOps glue required. We engineered Windmill to be the fastest orchestrator in the industry, ensuring your most demanding workloads never bottleneck. From a single-node VPS to 1,000-node K8s clusters, auto-scale on demand or isolate critical tasks with dedicated worker groups on Kubernetes and Docker. Open source and self-hostable. Your code, your data, your infrastructure. Normal code in mainstream languages, no custom or proprietary SDKs. Run it locally, generate it with LLMs, port it anytime. Focus on what matters: your business logic. Every possible integration and trigger with external systems is already built-in with enterprise-grade reliability. PostgreSQL, Snowflake, Kafka, and 100+ more. Granular RBAC, SSO, Secret Management, and comprehensive Audit Logs. Battle-tested reliability at scale in regulated industries with air-gapped support. We actually use Windmill's job engine to do a lot of the heavy lifting for us. We schedule future jobs into Windmill's job engine to handle some drip hydration tasks for our demo platform. We can build things very quickly in Windmill, iterate very quickly, and we can ship them into a nice front end portal. Windmill quickly became crucial at Photoroom. We self-hosted Windmill Enterprise Edition to run a large number of internal scripts and business-critical automations. Windmill made chatops and iterations over scripts incredibly easy. It proved very reliable for running and monitoring workloads at scale. On top of that, their support is incredibly fast. At Pave, we self-host Windmill Enterprise Edition to run 100+ scripts and 15+ crons. Our Windmill deployment interacts with half a dozen data stores to power all kinds of business-critical tasks and automations across several teams. It enables our engineering org to move quickly while keeping things secure and avoiding infrastructure sprawl. Our platform per se is built entirely upon Windmill. It was one of the few products that allowed us the flexibility of integrating with our own third-party Python library and having a graphical user interface already pre-baked - that was the main selling point of Windmill for us. Today, Windmill ranks among the most stable components of our infrastructure. At Investing.com, we use Windmill to orchestrate our AI workflows. The quick setup th

Key Metrics
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Avg Rating
—
0
Mentions (30d)
0
6,133
GitHub Stars
16,102
768
GitHub Forks
905
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npm Downloads/wk
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PyPI Downloads/mo
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Community Sentiment
How developers feel about each tool based on mentions and reviews

TaskWeaver

0% positive100% neutral0% negative

Windmill

0% positive100% neutral0% negative
Pricing

TaskWeaver

Windmill

subscription + tiered

Pricing found: $170 /mo, $170 / mo

Features

Only in TaskWeaver (3)

Support Rich Data StructurePlugin PoweredIncorporate Domain Knowledge

Only in Windmill (4)

Run at any scale with best performanceNo lock-inDo not reinvent the wheelSecurity and reliability at scale
Developer Ecosystem
7,707
GitHub Repos
37
115,762
GitHub Followers
276
20
npm Packages
20
40
HuggingFace Models
—
—
SO Reputation
—
Product Screenshots

TaskWeaver

TaskWeaver screenshot 1TaskWeaver screenshot 2TaskWeaver screenshot 3TaskWeaver screenshot 4

Windmill

Windmill screenshot 1Windmill screenshot 2
Company Intel
information technology & services
Industry
information technology & services
2
Employees
25
—
Funding
$0.1M
—
Stage
Seed
Supported Languages & Categories

TaskWeaver

Windmill

AI/MLDevOpsSecurityDeveloper ToolsData
View TaskWeaver Profile View Windmill Profile