20+ Best Alternatives to Modal in 2026
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Looking for an alternative to Modal? 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 →
Baseten
$60MDeploy and scale AI models in production with the fastest inference infrastructure.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Paid
- 2View alternative →
Banana
$3.4MInference hosting for AI teams who ship fast and scale faster.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Paid · From $1200/mo
- 3View alternative →
Replicate
$88MRun AI models in the cloud
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Free
- 4View alternative →
Runpod
UndisclosedThe fastest way to deploy and scale AI workloads with on-demand GPUs and serverless infrastructure.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Free trial
- 5View alternative →
Vast.ai
UndisclosedAgent-ready GPU infrastructure for AI, offering API-native provisioning, real-time pricing, and per-second billing.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Paid · From $5/mo
- 6View alternative →
Anyscale
$260MProduction-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Free
- 7View alternative →
Hugging Face
$470MThe AI community building the future of machine learning.
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Free · From $9/mo
- 8View alternative →
Replit
$1.3BBuild software collaboratively from any device.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Developer Platforms.
💵 Free · From $20/mo
- 9View alternative →
Cohere
$1.8BEnterprise AI for language understanding
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Freemium
- 10View alternative →
Rebellions
$400MRebellions provides high-performance AI inference infrastructure, enabling efficient and scalable AI deployment for real-world applications.
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Enterprise · Contact sales
- 11View alternative →
You.com
$75MThe productivity search engine with AI agents.
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Free trial · From $15/mo
- 12View alternative →
Fireworks AI
$285MProduction-grade generative AI serving
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Free
- 13View alternative →
Lambda
$2.0BGPU cloud for AI teams
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Enterprise · Contact sales
- 14View alternative →
Pinecone
$228MThe vector database for AI
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Freemium
- 15View alternative →
Groq
$2.3BFastest AI inference on the planet
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Free
- 16View alternative →
GMI Cloud
$82MAI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs.
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Usage · From $2/mo
- 17View alternative →
Crusoe
$1.4BSustainable AI cloud infrastructure
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Paid
- 18View alternative →
Weaviate
$168MOpen-source AI-native vector database
Why it's similar: Shares categories with Modal — AI Developer Tools, AI Infrastructure.
💵 Open source
- 19View alternative →
CoreWeave
$21BThe Essential Cloud for AI, purpose-built to power pioneers' most complex workloads with next-generation infrastructure and intelligent tools.
Why it's similar: Shares categories with Modal — AI Infrastructure, AI Developer Platforms.
💵 Enterprise · Contact sales
- 20View 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 Modal — AI Developer Tools, AI Infrastructure.
💵 Free
Frequently asked questions
What are the best alternatives to Modal?
The top-ranked alternatives to Modal on NeuronFeed are Baseten, Banana, Replicate, Runpod, Vast.ai. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Modal?
Yes — Replicate, Anyscale, Hugging Face offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Modal, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Modal vs Baseten — which is better?
It depends on use case. Baseten (Deploy and scale AI models in production with the fastest inference infrastructure.) is the #1-ranked alternative. See the full side-by-side at /compare/modal-vs-baseten.
Explore more around Modal
Contextual paths to related AI startups, deals and rankings.