The Best Cerebrium Alternatives in 2026

Runpod provides on-demand GPUs and serverless compute for AI model training, fine-tuning, inference, and batch workloads.

VoiceAIWrapper lets agencies offer white-label AI voice agents through providers including Vapi, Retell, ElevenLabs Agents, Bolna and Ultravox.

Cortex provides cloud infrastructure for deploying, managing, and scaling machine learning models in production.

DigitalOcean offers cloud infrastructure for AI agents, inference, and production AI products.

Activeloop provides infrastructure for continual learning and develops the Deeplake GPU database for agents.

EigenCloud offers verifiable cloud infrastructure for building apps and AI agents, with a focus on trusted and accountable agent tasks.

Hyperbrowser provides cloud browser infrastructure for AI agents and applications.

Developers can use Superexpert.AI to build and deploy multi-task AI agents on an open-source platform, with a downloadable project and live demo.

Mistral offers models and tools for customizing, fine-tuning, and deploying assistants, agents, and multimodal AI.

Featherless is a serverless AI inference platform for open-weight models with API access to tens of thousands of models.

Groq provides cloud infrastructure and developer APIs for running AI model inference.

Prime Intellect provides compute, training, inference, and sandbox tools for training and deploying machine learning models.

Labelbox provides data and simulated environments for training AI systems and deploying agents across business applications.

Credo AI helps organizations inventory AI systems, enforce governance policies, demonstrate compliance, and manage model and agent risk.

BurnRate tracks AI model provider spending in a dashboard and offers a local CLI for agent-level costs.

Ducky provides managed AI retrieval and RAG infrastructure for adding search to developer products.

Espresso AI uses machine learning to optimize Snowflake and Databricks data warehouses and reduce query and infrastructure costs.

Guardrails AI provides a framework for building, governing, and deploying reliability controls for generative AI systems.

Flaq offers one API for accessing AI image, video, 3D, music, and language models.

CoreWeave presents cloud infrastructure for AI and machine learning, with deployment and scaling for production models.

ClearML provides AI infrastructure for managing GPU clusters, machine learning workflows, and model deployment.

NVIDIA offers enterprise AI infrastructure, software, and models for business applications.

systemprompt.io governs connected AI clients, models, and tools with access policies and audit on user infrastructure.

Banana hosts GPUs for AI inference and supports autoscaling for high-throughput workloads.