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GigaGPU Blog

GPU Hosting & AI Engineering Blog

Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.

Latest Articles

Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.

Benchmarks Apr 2026

LLaMA 3 Benchmarks: Performance on GigaGPU Servers

Tokens per second, latency, and cost efficiency for LLaMA 3 across every GigaGPU GPU.

Model Guides Apr 2026

Kokoro TTS VRAM Requirements

Kokoro's 82M parameter architecture runs on almost any GPU.

Benchmarks Apr 2026

Gemma Benchmarks: Performance on GigaGPU Servers

Gemma 2 (2B/9B/27B) measured performance across our GPU range.

Benchmarks Apr 2026

DeepSeek Benchmarks: Performance on GigaGPU Servers

DeepSeek performance data — throughput, latency, cost per token across our GPU lineup.

Model Guides Apr 2026

Coqui TTS VRAM Requirements

Memory requirements for Coqui TTS models including XTTS-v2 voice cloning.

Benchmarks Apr 2026

Coqui TTS Benchmarks: Latency on GigaGPU Servers

Time-to-first-audio and real-time factor for Coqui XTTS-v2 on every GigaGPU GPU.

Model Guides Apr 2026

Bark TTS VRAM Requirements

Suno Bark memory footprint across all variants.

Benchmarks Apr 2026

Voice Agent Round-Trip Latency by GPU

Benchmarking voice agent round-trip latency from speech input to speech output across GPU models. STT, LLM processing, and TTS stage…

Benchmarks Apr 2026

AI Chatbot Response Time by GPU and Model

Benchmarking AI chatbot response times across GPU models and LLM sizes. Time-to-first-token, full response latency, and concurrent user capacity for…

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