20+ Best Alternatives to ZenML in 2026
The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack.
Looking for an alternative to ZenML? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Inngest
UndisclosedOrchestrate AI and backend workflows at any scale, making any code durable by default.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Free · From $75/mo
- 2View alternative →
Substrate
UndisclosedThe platform for agentic AI, providing infrastructure for intelligent software with elegant abstractions and high-performance components.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Usage · From $30/mo
- 3View alternative →
Modal
$111MHigh-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Freemium
- 4View alternative →
MiniMax
$2.2BChinese AI lab behind Hailuo video and Talkie companions.
Why it's similar: Shares categories with ZenML — AI Developer Tools, LLM Orchestration.
💵 Freemium
- 5View alternative →
Baseten
$60MDeploy and scale AI models in production with the fastest inference infrastructure.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Paid
- 6View alternative →
You.com
$75MThe productivity search engine with AI agents.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Free trial · From $15/mo
- 7View alternative →
Pinecone
$228MThe vector database for AI
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Freemium
- 8View alternative →
LangChain
$35MBuild context-aware AI applications
Why it's similar: Shares categories with ZenML — AI Developer Tools, LLM Orchestration.
💵 Freemium · From $39/mo
- 9View alternative →
Banana
$3.4MInference hosting for AI teams who ship fast and scale faster.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Paid · From $1200/mo
- 10View alternative →
Weaviate
$168MOpen-source AI-native vector database
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Open source
- 11View alternative →
Replicate
$88MRun AI models in the cloud
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Free
- 12View alternative →
Weights & Biases
$245MThe AI developer platform
Why it's similar: Shares categories with ZenML — AI Developer Tools, LLM Orchestration.
💵 Enterprise · Contact sales
- 13View alternative →
Langfuse
UndisclosedOpen source LLM engineering platform for debugging, analyzing, and iterating on LLM applications
Why it's similar: Shares categories with ZenML — AI Developer Tools, LLM Orchestration.
💵 Free · From $29/mo
- 14View alternative →
Krutrim Cloud
UndisclosedIndia's AI-first cloud platform where India builds, offering industry-leading, future-ready, and developer-first infrastructure.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Free
- 15View alternative →
Multiverse Computing
UndisclosedPioneering the era of efficient and secure AI by empowering organisations to run production-ready AI with tailored solutions.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
- 16View alternative →
Distyl AI
UndisclosedRearchitecting entire industries for frontier technologies with production AI systems that deliver measurable impact in weeks.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
- 17View alternative →
G42
UndisclosedG42 is an Abu Dhabi-born AI and cloud computing company building globally to push AI to do more for everyone.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
- 18View alternative →
Fractal Analytics
UndisclosedPower enterprise decisions with AI that works, transforming organizations with AI engineered for scale and designed for impact.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
- 19View alternative →
ML6
UndisclosedEurope's AI Engineering Powerhouse, partnering with bold leaders to turn cutting-edge AI into lasting business impact.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
- 20View alternative →
HUMAIN
UndisclosedWe build the entire AI stack: data centers, cloud, models, and applications, providing end-to-end AI solutions.
Why it's similar: Shares categories with ZenML — AI Developer Tools, AI Infrastructure.
💵 Enterprise · Contact sales
Frequently asked questions
What are the best alternatives to ZenML?
The top-ranked alternatives to ZenML on NeuronFeed are Inngest, Substrate, Modal, MiniMax, Baseten. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to ZenML?
Yes — Inngest, Weaviate, Replicate offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with ZenML, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
ZenML vs Inngest — which is better?
It depends on use case. Inngest (Orchestrate AI and backend workflows at any scale, making any code durable by default.) is the #1-ranked alternative. See the full side-by-side at /compare/zenml-vs-inngest.
Explore more around ZenML
Contextual paths to related AI startups, deals and rankings.