PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
Tools/Windmill vs TaskWeaver
Windmill

Windmill

ai-workflow
vs
TaskWeaver

TaskWeaver

ai-workflow

Windmill vs TaskWeaver — Comparison

Overview
What each tool does and who it's for

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

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.

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

Windmill

0% positive100% neutral0% negative

TaskWeaver

0% positive100% neutral0% negative
Pricing

Windmill

subscription + tiered

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

TaskWeaver

Features

Only in Windmill (4)

Run at any scale with best performanceNo lock-inDo not reinvent the wheelSecurity and reliability at scale

Only in TaskWeaver (3)

Support Rich Data StructurePlugin PoweredIncorporate Domain Knowledge
Developer Ecosystem
37
GitHub Repos
7,707
276
GitHub Followers
115,762
20
npm Packages
20
—
HuggingFace Models
40
—
SO Reputation
—
Product Screenshots

Windmill

Windmill screenshot 1Windmill screenshot 2

TaskWeaver

TaskWeaver screenshot 1TaskWeaver screenshot 2TaskWeaver screenshot 3TaskWeaver screenshot 4
Company Intel
information technology & services
Industry
information technology & services
25
Employees
2
$0.1M
Funding
—
Seed
Stage
—
Supported Languages & Categories

Windmill

AI/MLDevOpsSecurityDeveloper ToolsData

TaskWeaver

View Windmill Profile View TaskWeaver Profile