GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Cost per 1M Tokens: LLaMA 3 by GPU (Full Breakdown)
Exact cost per 1M tokens for every LLaMA 3 variant across every GPU option. Find the cheapest way to run LLaMA 3 on dedicated hardware.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Self-Hosted AI vs API: The Complete 2025 Cost Guide
The definitive guide to self-hosted AI vs API costs in 2025. Every major provider compared with break-even analysis, TCO calculations,…
GPT-4o vs Self-Hosted LLM: Cost Comparison at Scale
GPT-4o API costs pile up fast at scale. We break down the exact numbers showing when self-hosting an open-source LLM…
How Much Does It Cost to Run a 70B Parameter Model?
The complete cost breakdown for running a 70B parameter LLM. GPU requirements, hosting costs, and cost-per-token analysis across every hardware…
Groq API vs Self-Hosted vLLM: Speed and Cost Compared
Groq is fast but expensive at scale. We compare Groq API costs and speed against self-hosted vLLM on dedicated GPU…
Can RTX 3090 Run Flux.1?
Can the RTX 3090 run Flux.1? Yes — Dev and Schnell both fit on 24 GB in FP16. Full VRAM…
Can RTX 4060 Run Mistral 7B?
Can the RTX 4060 run Mistral 7B? Yes — even in FP16 with short context. Full benchmarks, VRAM analysis, and…
Can RTX 5080 Run LLaMA 3 70B?
Can the RTX 5080 run LLaMA 3 70B? Only with aggressive quantization on its 16 GB VRAM. We cover what…
Can RTX 3090 Run DeepSeek V3?
Can the RTX 3090 run DeepSeek V3? Not the full 671B MoE model. We analyze VRAM needs, what actually fits…
Can RTX 3050 Run Whisper Large? (Real-Time Factor Test)
Can the RTX 3050 run Whisper Large? Yes — with a real-time factor around 0.15-0.20x, it transcribes faster than real-time.…
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