Cost & Pricing
Annual vs Monthly GPU Contract: Savings
Annual GPU hosting contracts save 15-30% over monthly billing. But locking in for 12 months carries risk. Here's how to decide and when each option makes financial sense.
AI Cost Optimization Checklist
20 proven tactics to reduce AI inference costs by 30-80%. From quantisation to batching to model selection — the complete…
Cost to Fine-Tune an LLM by GPU and Method
Full fine-tuning a 70B model can cost over $2,400 on cloud GPUs. We compare fine-tuning costs across LoRA, QLoRA, and…
Build vs Buy: AI Infrastructure Cost
Building on-premise GPU infrastructure costs $35,000-$120,000 upfront. Renting dedicated GPU servers starts at $180/month. We compare the full 3-year cost…
RAG Pipeline Total Cost: Self-Hosted Breakdown
A production RAG pipeline involves more than just an LLM. We break down every cost layer — embedding, vector DB,…
Voice Agent Infrastructure Cost: Full Stack
Building a real-time voice AI agent requires STT, LLM, and TTS running in sequence. We break down the full-stack infrastructure…
Image Gen Cost per 1000 Images by GPU
Generating 1,000 images via DALL-E 3 costs $40-$80. Self-hosted SDXL or Flux on a dedicated GPU drops that to under…
GPU Hosting Price Comparison: April 2026 Update
An updated April 2026 price comparison of GPU hosting providers. Covers GigaGPU, RunPod, Lambda Labs, CoreWeave, and Vast.ai with pricing…
AI Inference Cost Trends 2026: What’s Changed (Updated April 2026)
An analysis of AI inference cost trends through early 2026. Covers API price drops, GPU hosting cost changes, the impact…
HF Endpoints vs Dedicated GPU for Summarization
Cost and quality comparison of Hugging Face Inference Endpoints versus dedicated GPU hosting for text summarization services, covering long-document processing…
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