Best tools to improve resource allocation in 2025

Spice.ai

Open-source data and AI inference engine for developers.

Vllm

Efficient engine for serving large language models with speed.

Denvr AI Cloud

On-demand computing resources designed for AI workloads.

Paid + from $1.00/h
open
Exllama

Memory-efficient model for AI applications with quantized weights.

Float16

Cloud-based GPU computing for effortless AI deployment.

UbiOps

Centralized management for AI model deployment across environments.

CloudflareAI

Deploy AI applications effortlessly on a global network.

Intel OpenVINO

Accelerates AI model deployment across platforms with reduced latency.

Celestial AI

Optical technology boosting AI data transfer efficiency.

Datature

Streamlined management for AI vision projects without coding.