Modal Alternatives
Run generative AI models, large-scale batch jobs, job queues, and much more.
Modal supports deploying and scaling a variety of AI models, including language models like LLaMA 2 and Mistral for text generation, Stable Diffusion models for image generation tasks, and allows fo.
Explore 115 alternatives to Modal across 2 categories. Each tool listed below shares at least one category with Modal.
Featured
NanoGPT
One OpenAI-compatible API for 600+ models, with text billed at provider list prices
Pay per prompt, from $0.10
Top Modal alternatives at a glance
- Replicate. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.
- fal. Build the next generation of creativity with fal. Lightning fast inference.
- together.ai. The fastest cloud platform for building and running generative AI.
- Anyscale. Fast, cost-efficient, serverless APIs for LLM Serving and Fine Tuning
- OVHcloud AI. European cloud provider with AI inference, training, and deployment services
🧠 Fine-tuning
LLaMA-Factory
Open-source fine-tuning framework for 100+ LLMs with a web UI
Unsloth
Fine-tune LLMs up to 30x faster with 90% less memory usage
TRL
Hugging Face library for training language models with RLHF, SFT, and DPO
torchtune
PyTorch-native library for fine-tuning LLMs on consumer and enterprise GPUs
🤖 Inference APIs
Beam
Open-source serverless GPU cloud with sub-second cold starts and auto-scaling
BentoML
BentoML is the platform for software engineers to build AI products.
vLLM
High-throughput LLM inference engine with PagedAttention for efficient GPU memory usage
Project Zero
CPU-only LLM inference engine in C with no runtime dependencies
Frequently asked questions
What are the best alternatives to Modal?
Based on category overlap and popularity, the top alternatives to Modal include: Replicate (Run and fine-tune open-source models. Deploy custom models at scale. All with...); fal (Build the next generation of creativity with fal. Lightning fast inference.); together.ai (The fastest cloud platform for building and running generative AI.); Anyscale (Fast, cost-efficient, serverless APIs for LLM Serving and Fine Tuning); OVHcloud AI (European cloud provider with AI inference, training, and deployment services). See all 115 alternatives compared on this page.
Is there a free alternative to Modal?
Yes. 72 alternatives to Modal offer a free tier or free trial: fal, OVHcloud AI, Hugging Face, LLaMA-Factory, Unsloth, OpenAI, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to Modal?
Yes. 16 of the 115 alternatives to Modal listed here are open source: Hugging Face, LLaMA-Factory, Unsloth, TRL, Axolotl, Ludwig, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is Modal?
Modal supports deploying and scaling a variety of AI models, including language models like LLaMA 2 and Mistral for text generation, Stable Diffusion models for image generation tasks, and allows for custom fine-tuning of models such as Flan-T5. This positions Modal as a versatile platform for a... See 115 alternatives to Modal across 2 categories.
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