Cost & Pricing
Is Self-Hosting LLMs Cheaper Than APIs in 2026?
A data-driven analysis of whether self-hosting open-source LLMs on dedicated GPU servers is cheaper than using commercial APIs in 2026. Includes break-even calculations for real production workloads.
How Much Does It Cost to Run LLaMA on a Dedicated GPU?
A complete cost breakdown for running LLaMA 3.1 (8B, 70B, and 405B) on dedicated GPU servers. Covers hardware requirements, monthly…
GPU vs API Pricing: When Does Self-Hosting Become Cheaper?
Find the exact break-even point where dedicated GPU hosting becomes cheaper than API pricing. Includes break-even calculations for GPT-4o, Claude,…
Cheapest GPU for AI Inference (Real Benchmarks + Cost)
A benchmark-driven guide to the cheapest GPUs for AI inference in 2026. Compares cost-per-token and cost-per-image across RTX 3090, RTX…
How Much Does It Cost to Run Whisper STT on a GPU Server?
A full cost breakdown for running OpenAI Whisper speech-to-text on a dedicated GPU server. Compare per-minute transcription costs across GPU…
Dedicated GPU Hosting Pricing Explained: What You Actually Pay
A transparent breakdown of dedicated GPU hosting pricing in 2026. Covers what is included in monthly rates, hidden fees to…
How Much Does AI Image Generation Cost on Dedicated Hardware?
A comprehensive cost analysis for running AI image generation (Stable Diffusion, SDXL, Flux) on dedicated GPU hardware. Compares per-image costs…
LLM Inference Cost Calculator: GPU vs Cloud API Comparison
A step-by-step guide to calculating LLM inference costs on dedicated GPUs versus cloud APIs. Includes formulas, worked examples, and a…
Total Cost of Ownership: Dedicated GPU Server vs Cloud GPU Rental
A comprehensive total cost of ownership analysis comparing dedicated GPU servers against cloud GPU rentals from AWS, GCP, and Azure.…
Cost per 1M Tokens by GPU: Full Breakdown
We calculated the actual cost per million tokens for every GPU tier — from RTX 3090 to RTX 5090 —…
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