Qubrid AI Achieves Bronze Tier in SemiAnalysis GPU Cloud ClusterMAX™ Ratings - November 2025

At Qubrid AI, we’re thrilled to announce that we’ve been recognized in the SemiAnalysis GPU Cloud ClusterMAX™ Ratings for November 2025, achieving a Bronze Tier position among the world’s most advanced GPU cloud providers.

For us, this milestone is more than a ranking - it’s a statement of progress. It validates the foundation we’ve been building: a Full AI Stack designed to empower developers, researchers, and enterprises with seamless access to compute, inference, fine-tuning, and RAG capabilities - all on a single unified platform.

Recognition That Reflects Real Progress

The SemiAnalysis GPU Cloud ClusterMAX™ Rating is one of the industry’s most respected independent assessments of GPU cloud providers, evaluating dozens of companies across dimensions such as hardware availability, orchestration, software stack maturity, scalability, reliability, and customer experience.

To be listed in the same table as global hyperscalers like CoreWeave, Oracle, Azure, Nebius, Google Cloud, and AWS underscores how far Qubrid has come in a remarkably short time.

Just months ago, we were getting started. Today, we’re ranked alongside the world’s leading AI infrastructure companies - and this is just the beginning.

The Full AI Stack - Where Compute Meets Creativity

What differentiates Qubrid isn’t just our GPU cloud. It’s our belief that AI infrastructure should be as intelligent as the models it powers.

We’ve built a Full Stack AI Platform that integrates everything an AI team needs - from model experimentation to deployment - within one cohesive environment:

• GPU Compute

  On-demand and reserved access to NVIDIA H200, H100, A100, and next-gen GPUs, optimized for training, fine-tuning, and inferencing at scale.

• Inference Engine

  Run and scale AI models in real time with token-efficient inference, built for low latency and high throughput. Qubrid’s inference layer powers LLMs, vision, and RAG pipelines, ensuring every token performs - fast, optimized, and cost-aware.

• Playground for AI Models

  An interactive browser-based environment to instantly run, compare, and visualize results from open-source models - no installation, no setup, just creation.

• Fine-Tuning and Custom Models

  Powerful workflows to train your own models on your own data, leveraging Qubrid’s managed GPU clusters and orchestration stack.

• RAG & AI Agents

  Integrated pipelines to build retrieval-augmented generation (RAG) and autonomous AI agents with modular components for search, indexing, and reasoning.

• Enterprise and On-Prem Options

  For enterprises needing privacy, compliance, or performance isolation, we offer dedicated GPU infrastructure, custom orchestration, and private cluster deployments.

Your Models. Your Data. Your AI - Our Platform.

In an ecosystem crowded with opaque or proprietary offerings, Qubrid stands apart with a clear commitment: We don’t own your models or your data. You do.

Our mission has always been to democratize access to advanced AI compute without sacrificing ownership, transparency, or flexibility. Whether you’re a startup, research lab, or enterprise team - you can deploy, fine-tune, and serve open-source or custom models with full control.

This guiding principle - “Your Models. Your Data. Your AI - Our Platform.” - is at the heart of every feature we build.

A Platform That’s Scaling Fast

Over the past year, Qubrid has evolved from a GPU cloud startup to a full-fledged AI infrastructure platform with global reach, expanding capacity through partnerships and optimized clusters across multiple regions.

We’re continuously scaling GPU availability, adding bare-metal leasing options, AI accelerators, and multi-region orchestration support to serve customers in the U.S., Europe, and Asia.

Our developer-first roadmap includes:

• A revamped AI Playground with pre-trained model catalogues

• Expanded enterprise fine-tuning APIs

• Automated cost optimization and capacity scheduling

• Deeper integrations with open-source model ecosystems like Hugging Face and OpenAI-compatible endpoints

The Bronze Tier Is Just the Beginning

Achieving a Bronze Tier ranking in the ClusterMAX™ report validates that Qubrid is on the right trajectory - but it’s just a snapshot of where we are today. Our eyes are set firmly on the future: to climb higher, deliver more performance per dollar, and redefine what developers expect from an AI infrastructure platform.

We’re thankful to our customers, partners, and early adopters who believed in our mission - this recognition belongs to all of you.

The next phase of Qubrid’s journey is already underway. Expect deeper platform intelligence, broader GPU coverage, and an even tighter integration of compute and model workflows as we march toward the Silver and Gold tiers in the months ahead.

Experience Qubrid’s Full AI Stack

Join thousands of developers, researchers, and enterprises already building with Qubrid.

👉 Explore the Full AI Stack: https://platform.qubrid.com/login