GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Self-Hosted Mixtral 8x7B vs GPT-4o: Cost Comparison
Mixtral 8x7B on dedicated GPU servers vs GPT-4o API — detailed cost comparison from 1M to 1B tokens with break-even analysis and hardware requirements.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Self-Hosted Mistral 7B vs GPT-3.5 Turbo: Cost Comparison
Mistral 7B on dedicated GPU hardware vs OpenAI GPT-3.5 Turbo API — cost comparison at scale with break-even analysis, savings…
Self-Hosted LLaMA 3 8B vs GPT-4o Mini: Cost at Scale
LLaMA 3 8B on a dedicated GPU vs GPT-4o Mini API — detailed cost comparison at 1M to 1B tokens…
Self-Hosted LLaMA 3 70B vs GPT-4o: Cost at Scale
LLaMA 3 70B on multi-GPU dedicated servers vs GPT-4o API — full cost breakdown at 1M to 1B tokens per…
Self-Hosted Flux.1 vs Midjourney: Cost Comparison
Flux.1 on dedicated GPU vs Midjourney subscription — cost comparison for AI image generation at scale with break-even analysis and…
Self-Hosted Embeddings vs OpenAI Embeddings API: Cost
Self-hosted embedding models on GPU vs OpenAI text-embedding-3 API — cost comparison for RAG and search workloads at 10M to…
Self-Hosted DeepSeek R1 vs Claude Sonnet: Cost Comparison
DeepSeek R1 on dedicated GPU servers vs Anthropic Claude Sonnet API — full cost comparison at scale with break-even analysis,…
Self-Hosted Coqui TTS vs ElevenLabs API: Cost Comparison
Coqui TTS on dedicated GPU vs ElevenLabs API — cost comparison for text-to-speech at 100K to 50M characters per month…
Self-Hosted CodeLlama vs GitHub Copilot: Cost Comparison
CodeLlama on dedicated GPU vs GitHub Copilot subscription — cost comparison for AI code completion by team size with break-even…
Self-Hosted AI Cost at 1B Tokens/Month: Full Breakdown
Complete cost breakdown for self-hosting AI at 1B tokens per month — multi-GPU configurations, savings vs every major API provider,…
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