Customer Stories

Trusted by Teams Running
Real Production Workloads

Read how teams build LLM inference, autonomous agents, real-time encoding, streaming, rendering and production AI pipelines — on dedicated GPU hosting with flat-rate pricing.

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Featured Case Studies

What Production Teams Are Building

Real results from verified customers across AI inference, EdTech, and autonomous agent workloads.

Featured — Quantified Results

Selfomy

selfomy.com · EdTech AI Platform · Awarded by Vietnam Ministry of Education

AI Assessment LLM Inference 4+ Months

Selfomy is an EdTech startup established since 2013, providing an AI-powered test preparation platform for language schools and tutoring centers across Vietnam, Southeast Asia, and the United States. Their platform combines an LMS, AI-driven grading for writing and speaking, and a lead-generation website into a single workflow — serving 100+ centers and ranking among Vietnam's TOP 500 most visited websites.

"Dedicated GPU infrastructure at DatabaseMart's pricing is roughly 65% cheaper than the comparable cloud GPU options we evaluated — which is what makes our business model viable." — Bui Le Chi Bao, Co-founder & CEO, Selfomy

Monthly Scale

30K essays · 1,200 hrs audio · 2,000 PDFs

Migrated From

Cloud GPU — unit economics were unviable

Key Results

~65% lower GPU infrastructure cost vs. comparable cloud GPU
18× cheaper than human assessment — unit economics now scale
~40s median / ~74s p95 for full IELTS essay scoring
50 hrs/week → 15 hrs/week grading time for language centers

Recommended Infrastructure — GPU VPS Server

RTX Pro 2000 (Blackwell) 16 CPU Cores 28GB RAM 240GB SSD GPU VPS Professional

Workload Type

AI Writing Assessment AI Speaking Assessment PDF-to-Quiz Generation Always-On Inference

Featured — Multi-Service Consolidation

850 Media / FieldMatrix.AI

fieldmatrix.ai · AI Startup (Bootstrapped) · Field-Based AI Tools

LLM Inference AI Agents 3+ Months

850 Media is an AI technology company building tools for field-based service professionals. Their products include FieldMatrix Operator — a hands-free AI assistant for smart glasses, FieldScribe — an AI voice recorder app, SentinelSense — IoT edge sensors for termite monitoring, and Termite.Help — a research synthesis engine. Bootstrapped and funded by a $2M/year pest control business, they build AI that works in the real world, not just in a browser tab.

"We're running production AI inference, multiple autonomous agents, and a research pipeline on a single server — and it handles it all. The hardware is current-gen, the uptime is solid, and the value is exceptional." — Michael G. Cadenhead, Founder, 850 Media / FieldMatrix.AI

Models Running

Llama 3.1 70B · Qwen 2.5 32B · 12+ models via Ollama

Migrated From

DigitalOcean · Hostinger VPS · Brev

Key Results

3–4 separate cloud services consolidated onto one dedicated GPU server
Sub-second Ollama inference for 70B+ models — impossible on budget instances
24GB VRAM handles all workloads simultaneously without breaking a sweat
Zero unexpected downtime across the full deployment period

Recommended Infrastructure — Dedicated GPU Server

RTX Pro 4000 (Blackwell) 24GB VRAM 24 CPU Cores 56GB RAM GPU VPS Advanced

Workload Type

Ollama / Local LLM Real-Time Vision AI Autonomous Agents 24/7 Research Pipeline

Every Team. A Different Reason.

From data sovereignty to 24/7 stream encoding — see why teams across industries stay on GPU Mart.

The Sovereign Economy

maggieforbesstrategies.com

Data Sovereignty Enterprise AI 3+ Months

"We run an entire AI C-Suite on ours. Database Mart's GPU servers are the right foundation for serious AI infrastructure." — Maggie Forbes, Founder

Eliminated third-party API costs — all inference stays on-infrastructure
No rate limits across 11 AI executives + 200+ bots
Runs qwen3:8b, llama3.1:8b, mistral-small:22b simultaneously

Infrastructure

RTX A4000 16GB VRAM 28GB RAM GPU VPS Professional

ZeroOne Beats

zeroonebeats.com

24/7 Live Streaming NVENC Encoding 3+ Months

"For a 24/7 stream, 'boring and reliable' is exactly what I want — and that's what I've gotten." — Tue Agerbak, Founder

24/7 NVENC H.264/H.265 encoding — zero thermal throttling or dropouts
OBS + RadioBoss + IIS website on a single server
Local machine fully freed from stream duties

Infrastructure

NVIDIA P1000 32GB RAM 1TB SSD Dedicated GPU Server

DePeru.com

deperu.com

AI-Powered Backend Digital Media 1+ Month

"Technical support is fast and responsive — something that has become increasingly rare among hosting providers today." — Wilson Cabezas, DePeru.com

GPU pricing comparable to previous non-GPU hosting cost
AI workloads run without affecting concurrent web performance
Full data control — no third-party API dependency

Infrastructure

RTX 4060 64GB RAM 1TB SSD Dedicated GPU Server

Gideion Labs

Independent AI Dev Studio

Multi-Agent LLM 96GB VRAM Migrated from RunPod

"The support team treats you like a long-term partner rather than a ticket number, and the hardware does exactly what it's designed to do." — Gideion, Founder

Zero preemptive terminations since migrating from RunPod spot instances
Weather-related local outages fully eliminated
96GB VRAM enables full multi-agent orchestration at required quality

Infrastructure

RTX Pro 6000 96GB VRAM Bare Metal Enterprise Dedicated

Infrastructure Insights

Why Teams Leave Cloud GPU

The same problems appear in almost every migration story — regardless of workload or team size.

Spot Terminations

Cloud spot instances get preempted mid-run with no warning. For production gpu server for ai inference or autonomous agents, interruption isn't an option. GPU Mart's dedicated servers are always on — a proven RunPod alternative for always-on workloads.

Unpredictable Billing

Per-second compute, egress fees, and storage add-ons stack up fast. GPU Mart's flat monthly rate covers bandwidth — no overages. Whether you need a cheap gpu dedicated server at $21/mo or an enterprise H100, the price is fixed.

Shared Hardware Variance

Shared GPU cloud means other tenants compete for the same physical resources — causing latency spikes and inconsistent throughput. GPU dedicated server hosting from GPU Mart gives you one GPU, one customer, zero contention.

Data Sovereignty

Routing inference through third-party APIs sends data outside your infrastructure. On a GPU Mart dedicated gpu server, all inference stays on your hardware. A reliable Vast.ai alternative for teams with strict compliance requirements.

Cold Start Latency

Serverless GPU reloads model weights into VRAM on each request. A 70B model cold start exceeds 60 seconds. Always-on gpu vps server plans keep models warm continuously — sub-second response from the first request. No wait.

Slow Support

When production goes down, ticket queues cost money. GPU Mart responds in under 5 minutes, 24/7. Multiple customers independently named support speed as a primary reason they stay — not a bonus, a business requirement.

FAQ

Common Questions

Is GPU Mart a good RunPod alternative or Vast.ai alternative?: Yes — with an important distinction. RunPod and Vast.ai are GPU marketplaces aggregating third-party hardware. That creates structural problems for production: spot terminations, host-side outages, and shared-resource variance. GPU Mart runs its own SOC-certified US datacenter with physically dedicated hardware. Your server is always on, always yours, never subject to another host's decisions.
How does pricing compare to cloud GPU for always-on workloads?: For continuous inference, flat-rate gpu dedicated server hosting almost always wins. Selfomy quantified this at ~65% lower than comparable cloud GPU options. Plans start at $21/month with no egress fees. For large-scale parallel training, multi gpu server configurations start at $469/month.
What configurations are available — including RTX 4090 hosting?: 37 configurations span GPU VPS and dedicated GPU server lines — from entry-level encoding cards to RTX Pro 6000 (96GB VRAM, Blackwell) and H100 (80GB HBM3). For rtx 4090 hosting-class workloads, the Blackwell GPU VPS series covers 24–96GB VRAM at flat monthly rates. Enterprise H100 dedicated servers are available at $2,099/month.
Are these real customer stories?: Every case is from a verified customer who gave explicit consent to be featured. Company names, websites, and logos are all publicly verifiable. We don't use anonymized placeholders or fabricated metrics.

Ready to Run Your Workload on Dedicated GPU?

Flat-rate pricing. SOC-certified US datacenter. Support response under 5 minutes.

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Trusted by Teams RunningReal Production Workloads

What Production Teams Are Building

Selfomy

850 Media / FieldMatrix.AI

Every Team. A Different Reason.

The Sovereign Economy

ZeroOne Beats

DePeru.com

Gideion Labs

Why Teams Leave Cloud GPU

Spot Terminations

Unpredictable Billing

Shared Hardware Variance

Data Sovereignty

Cold Start Latency

Slow Support

Common Questions

Trusted by Teams Running
Real Production Workloads