Alternatives · 2026
Best Predibase Alternatives in 2026
24 alternatives · 20 with a free plan · Updated
What are the best Predibase alternatives?
The best Predibase alternatives for AI API in 2026 are LiteLLM (open source LLM gateway, free), LLM Gateway (open source API gateway, free) and Together AI (cloud platform for running, freemium). 20 of the 24 listed alternatives have a free or freemium plan.
Looking for something other than Predibase? Below are 24 alternatives in AI API, AI Developer Tools and Large Language Models (LLMs), all closely matched, ranked by how much they overlap with Predibase. Predibase itself is enterprise (custom pricing). Each entry shows what the tool does, what it shares with Predibase, its key features and pricing.
What is Predibase?
You point Predibase at your data and a base model, write a few lines of code, and get back a fine-tuned model that is already served and ready to call. Predibase is a low-code AI platform for building, fine-tuning and deploying models, including LLMs, with training and serving infrastructure in one spot.
- Pricing
- Enterprise
Key features of Predibase
- Enables building and deploying state-of-the-art models with just a few lines of code
- Offers unmatched accuracy and speed with end-to-end training and serving infrastructure
- Provides cost reduction and faster inference compared to solutions like OpenAI
- Supports seamless enterprise-grade deployment with flexible options (cloud or yours)
- Allows training with significantly less data (1
Predibase alternatives compared
| Tool | Pricing | Shared with Predibase | Match |
|---|---|---|---|
| Predibase | Enterprise | — | Original |
| LiteLLM | Free | AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other | Strong match |
| LLM Gateway | Free | AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other | Strong match |
| Together AI | Freemium | AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other | Strong match |
| Funnyskill API | Enterprise | AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other | Strong match |
| Fireworks AI | Enterprise | AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other | Strong match |
Top 24 alternatives to Predibase
- #1
LiteLLM is an open source LLM gateway that lets developers call over 100 large language models through one OpenAI-format API and track spend.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #2
LLM Gateway is an open source API gateway that routes, manages, and tracks costs of requests to many large language model providers.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Fully open source under an MIT license
- Unified API compatible with OpenAI format for easy migration
- Supports a wide range of LLM providers
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #3
Together AI is a cloud platform for running, fine-tuning, and training open source large language models on NVIDIA GPUs.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Batch inference is available at an introductory 50% discount
- Supports various NVIDIA GPUs like RTX-6000
- A100
Pricing: freemium (free plan + paid upgrades), a cheaper way in than Predibase (enterprise (custom pricing))
- #4
Enterprise AI aggregator giving developers one API endpoint for over 500 text, image, audio and video models from providers like OpenAI and Google.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Enterprise-grade aggregator providing unified access to 500+ AI models via one API
Pricing: enterprise (custom pricing), same as Predibase
- #5
Fireworks AI is a generative AI platform for fast model inference, fine-tuning, and deployment of open source LLMs and image models.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Fast inference speeds (9x faster RAG
- Cost-efficient customization (40x lower cost for chat)
- Engineered for scale (1T+ tokens generated per day)
Pricing: enterprise (custom pricing), same as Predibase
- #6
WizModel is a platform for deploying, scaling, and running machine learning models through a unified API for ML inference.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- It provides a unified API for ML inference
- It also allows users to explore and use thousands of pre-existing models shared by the…
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #7
Developers use Novita AI as a cloud platform with model APIs for AI image generation, plus GPU instances and serverless GPUs for running AI workloads.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- GPU instances
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #8
AI development platform for prototyping and deploying models, with cloud GPU Studios, SDK access and team collaboration.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- All-in-one platform for AI development
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #9
Klu is a platform for building, deploying, and optimizing generative AI apps, with LLM access, RAG, evaluations, and fine-tuning.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Scale Designed for small projects and teams optimizing features
Pricing: freemium (free plan + paid upgrades), a cheaper way in than Predibase (enterprise (custom pricing))
- #10
Open-source LLM router for OpenClaw that sends each query to the most cost-effective model based on task complexity, cutting token costs.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #11H
HyperLLM is a platform for training and fine-tuning small, efficient large language models and serverless retrieval-based AI apps.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- HyperHRT works on real-time decentralised fine-tuning approach
- Models that requires less computational resources & outperforms any models available
- Exthalpy is serverless retrieval to power the future of AI
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #12
PremAI is a private AI platform for enterprises and consumers, with custom finetuned models, encrypted inference, and open-source RAG models.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- They offer open-source models like Prem-1B-SQL and Prem-1B Series for…
Pricing: enterprise (custom pricing), same as Predibase
- #13
AIxBlock is a decentralized AI development platform offering compute, models, and human validators for building and deploying AI models.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Decentralized AI development platform with compute
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #14
Deep Infra is a cloud platform for running and deploying machine learning models through a simple API, billed pay-per-use.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- A platform for deploying and running machine learn
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #15
Not Diamond is an AI model router that picks the best LLM for each query to cut costs and improve accuracy.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #16
Open-source AI gateway and developer portal for managing, integrating, and deploying LLM and API services with usage controls.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #17
AI inference API that runs models faster and at lower cost than competing services.
In common with Predibase: AI API, Large Language Models (LLMs), Open Source AI Models, Other
- It aims to provide faster inference at a lower cost than competitors
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #18
Local AI Playground is a native app for testing AI models on your own computer, with simple setup and no GPU needed.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- Simplified setup process
- Local and private AI experimentation
- Memory efficient and compact application
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #19
Cerebrium is a serverless AI infrastructure platform for building, deploying, and scaling AI applications and models with lower compute costs.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Other
- Serverless AI infrastructure platform for building
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #20
Cloud GPU rental and serverless AI inference service for running and scaling machine learning models at lower hourly cost.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Other
Pricing: freemium (free plan + paid upgrades), a cheaper way in than Predibase (enterprise (custom pricing))
- #21F
Featherless.ai is a serverless inference service that runs a growing library of Hugging Face models, including Llama, for chat, roleplay and coding.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- It supports popular models for role-playing
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #22
Open-source visual language model that answers questions about images and generates captions from plain text prompts, built for developers.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- It is lightweight
- It's designed for developers who want a versatile and easy-to-use visual AI solution
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #23
Higress.AI is an AI-native API gateway for managing LLM API traffic, costs, and security, built on Istio and Envoy.
In common with Predibase: AI API, AI Developer Tools, Large Language Models (LLMs), Open Source AI Models, Other
- AI-native API gateway capabilities
- Extensible with Wasm plugins
- Supports multiple AI models and versions
Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing))
- #24
Computer vision platform for labeling image data, training models, and deploying them to edge devices, built for developers and enterprises.
In common with Predibase: AI API, AI Developer Tools, Open Source AI Models, Other
Pricing: enterprise (custom pricing), same as Predibase
How we picked these Predibase alternatives
We rank tools by how closely they match Predibase: tools that share more of its categories rank first, then tools whose main category, tags and description overlap with it, then community votes and views. Pricing type and features come from each product's SoftwareVital listing. Admins can pin or remove tools from this list.
Frequently asked questions
What are the best alternatives to Predibase in 2026?
The closest alternatives to Predibase are LiteLLM, LLM Gateway, Together AI, Funnyskill API and Fireworks AI. They are ranked by how many categories and tags they share with Predibase and how similar their descriptions are, then by community votes and views on SoftwareVital.
What is the closest alternative to Predibase?
LiteLLM is the closest match because it shares AI API, AI Developer Tools and Large Language Models (LLMs) with Predibase. It is free.
Are there free alternatives to Predibase?
Yes. 20 of the 24 alternatives have a free or freemium plan, including LiteLLM (free), LLM Gateway (free), Together AI (freemium), WizModel (free) and Novita AI (free). Predibase is enterprise (custom pricing).
Which Predibase alternatives are paid or enterprise tools?
Funnyskill API (enterprise), Fireworks AI (enterprise), PremAI (enterprise) and Roboflow (enterprise) use paid or enterprise pricing, which usually means more support and admin options for teams.
How does Predibase compare to LiteLLM?
LiteLLM overlaps with Predibase in AI API, AI Developer Tools and Large Language Models (LLMs). Pricing: free, a cheaper way in than Predibase (enterprise (custom pricing)). Open the side-by-side compare page for a full breakdown.
What category is Predibase in?
Predibase is listed under AI API on SoftwareVital. Browse that category to see more tools in the same group.