Shortlist by what you need
Start here if you know why you are leaving Modal.
Want the closest match?
RunpodMost similar to Modal in what it does, its category and its price.
Visit (opens Runpod in a new tab)Need a free plan?
Hugging FaceHas a free plan, rated 4.5 out of 5.
Visit (opens Hugging Face in a new tab)Want the lowest price?
GPUXFrom $0.2/mo, the lowest starting price here.
Visit (opens GPUX in a new tab)Want the best rated?
ReplicateRated 4.5 out of 5 in our review, against 4.5 for Modal.
Visit (opens Replicate in a new tab)
At a glance
Green means better than Modal, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 ModalBaseline | 4.5 | Free | Yes | Serverless cloud platform for running AI workloads, with GPU inference, fine-tuning and training, sandboxes for agents, batch jobs and multi-node clusters, billed per second with $30 of free compute a month. | |
| Runpod | 4.1−0.4 | Not listed | No | GPU cloud billed by the millisecond - sub-200ms cold starts, 30+ GPU types including H100, zero idle cost on serverless. | vs Modal |
| Hugging Face | 4.5Same | $9/mo | Yes | Open platform for hosting, sharing, and deploying machine learning models. | vs Modal |
| Replicate | 4.5Same | Not listed | No | Run, fine-tune and deploy open-source machine learning models through a single cloud API. | vs Modal |
| GPUX | 3.5−1.0 | $0.2/mo | No | Serverless GPU inference with a 1-second cold start - run StableDiffusionXL, Whisper or your own private model in the cloud from $0.2/hour, no infrastructure to manage. | vs Modal |
 TuneMyAI | 3.3−1.2 | $2.5/mo | No | Fine-tune a Stable Diffusion model on NVIDIA A100 GPUs in under 20 minutes, then get a hosted inference API - $2.50 per fine-tuning job. | vs Modal |
 FlexAI | 4.0−0.5 | Free | Yes | Managed inference cloud with 20+ open models and an agent SDK | vs Modal |
 Baseten | 4.1−0.4 | Free | Yes | Model deployment infrastructure that lets teams ship custom AI models to production without managing GPUs | vs Modal |
 Cyfuture AI | 3.7−0.8 | Not listed | No | H100 and H200 clusters, per-token inference and a model library, out of India. | vs Modal |
The alternatives in detail
In order of how closely each one matches Modal.
Runpod
4.1Not listed
vs Modal−0.4
GPU cloud billed by the millisecond - sub-200ms cold starts, 30+ GPU types including H100, zero idle cost on serverless.
- Serverless GPU endpoints with sub-200ms cold starts
- 30+ GPU types including H100, A100, L40S
- Zero idle cost on serverless, billed by the millisecond
Sub-200ms cold starts make serverless genuinely viable for latency-sensitive inference
Reserved vs. Spot instance choice needs real thought for interruption-sensitive workloads
Hugging Face
4.5$9/mo
vs ModalSame
Open platform for hosting, sharing, and deploying machine learning models.
- Public hub hosting hundreds of thousands of open models, datasets, and Spaces
- Transformers library, a widely-used open-source toolkit for NLP and multimodal models
- Inference Providers and Inference Endpoints for deploying models without managing GPU infrastructure
Free, open Hub remains the default place the ML community publishes models, so discovery and community trust come built in
GPU-backed Inference Endpoints get higher-priced fast at higher-tier hardware, with H100 at $10/GPU/hour
Replicate
4.5Not listed
vs ModalSame
Run, fine-tune and deploy open-source machine learning models through a single cloud API.
- Single API to run thousands of community-contributed open-source models
- Fine-tune models on your own data without managing training infrastructure
- Deploy custom models via Cog, Replicate's open-source packaging tool
Removes essentially all GPU provisioning work for open-source models
Cold starts add latency on infrequently used models
GPUX
3.5$0.2/mo
vs Modal−1.0
Serverless GPU inference with a 1-second cold start - run StableDiffusionXL, Whisper or your own private model in the cloud from $0.2/hour, no infrastructure to manage.
- Serverless GPU inference with a 1-second cold start
- Support for StableDiffusionXL, ESRGAN, Whisper, and custom LLMs
- ReadWrite Volumes for persistent inference data
1-second cold start solves the main practical drawback of serverless GPU inference
Requires technical setup - built for developers, not a no-code end-user tool
TuneMyAI
3.3$2.5/mo
vs Modal−1.2
Fine-tune a Stable Diffusion model on NVIDIA A100 GPUs in under 20 minutes, then get a hosted inference API - $2.50 per fine-tuning job.
- Fine-tunes Stable Diffusion models on NVIDIA A100 GPUs
- Full fine-tuning job completes in under 20 minutes
- Hugging Face integration for model hosting
Transparent, low per-job pricing ($2.50) rather than a recurring subscription
Requires training data prepared in the expected format - not a no-code tool
FlexAI
4.0Free
vs Modal−0.5
Managed inference cloud with 20+ open models and an agent SDK.
- Managed inference across 20+ open models behind one API
- Agent SDK for building on top of the hosted models
- Private AI Factory deployments inside a customer boundary
One API across a wide set of open models
Region coverage and rate limits need checking for production traffic
Baseten
4.1Free
vs Modal−0.4
Model deployment infrastructure that lets teams ship custom AI models to production without managing GPUs.
- Managed infrastructure for deploying custom and fine-tuned ML models to production
- Model-agnostic: supports open-weight models, custom models, and multi-model pipelines
- Automatic GPU provisioning and autoscaling handled by the platform
Removes the need to hire a dedicated ML infrastructure team for model serving
Usage-based compute pricing requires monitoring at high-traffic production volumes
Cyfuture AI
3.7Not listed
vs Modal−0.8
H100 and H200 clusters, per-token inference and a model library, out of India.
- On-demand H100, H200, A100 and L40S GPU clusters
- Serverless inference billed per token
- Model library with Llama, Mistral and DeepSeek
India, UAE and Saudi presence for teams with data residency requirements
Inference is priced per token but GPU cluster rates still need a quote
FAQ
Questions people ask
Is Modal free?
Modal has a free plan.
What is the best free alternative to Modal?
Hugging Face is the highest-rated alternative here with a free plan (4.5 out of 5). Other free options: Baseten, FlexAI.
What is the cheapest alternative to Modal?
Among paid plans, GPUX has the lowest starting price (from $0.2/mo). If you need it free, start with Hugging Face.
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.