The Best Espresso AI Alternatives in 2026

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

Infer.NET runs Bayesian inference in graphical models for a range of machine learning problems.

Kubeflow provides a machine learning toolkit for deploying workflows on Kubernetes.

Build machine learning applications with Delta, an open-source framework implemented in Rust.

MLOps framework to package, deploy, monitor and manage thousands of production machine learning models.

Catniff provides JavaScript developers with a Torch-like deep learning framework.

Caffe provides an open framework for building and running deep learning models.

Deep learning in Rust, with shape checked tensors and neural networks.

Tensors and Dynamic neural networks in Python with strong GPU acceleration.

The cONNXr project provides a pure C runtime for ONNX models intended for embedded devices.

Google Cloud’s Gemini Enterprise Agent Platform, formerly Vertex AI, helps developers build, scale, govern, and optimize agents.

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.

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

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

Hopsworks provides a feature store and MLOps platform for building and operating production machine learning systems.

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

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

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

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

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

Cerebrium provides serverless GPU infrastructure for deploying voice agents, video models, language models, and other AI workloads.

Hyperbrowser provides cloud browser infrastructure for AI agents and applications.

Orq.ai provides an enterprise AI gateway with access to hundreds of models, guardrails, cost limits, and audit trails.