Cost & Pricing
Qwen 2.5 32B AWQ on RTX 4090 24GB: Monthly Cost, Volume Tiers and ROI
Full monthly cost analysis of Qwen 2.5 32B AWQ on a single RTX 4090 24GB - volume tiers up to 10B tokens, MAU sizing, ROI versus APIs and break-even maths.
RTX 4090 24GB 12-Month ROI: Dedicated vs Cloud GPU vs API with Engineer-Time TCO
A senior infra-engineer's honest 12-month total cost of ownership for an RTX 4090 24GB dedicated server vs cloud GPU vs…
RTX 4090 24GB vs RunPod Pricing: When Flat Hosting Wins
Hourly RunPod 4090 rates against flat UK dedicated hosting, with break-even maths, hidden cost analysis, and workload scenarios for steady,…
RTX 4090 24GB vs Together AI Pricing for Llama 70B and Qwen 14B
Together AI per-token serverless rates for Llama 3 70B and Qwen 14B versus self-hosting on a UK dedicated RTX 4090…
Cost of Serving Llama 3 70B AWQ on RTX 4090 24GB: Capacity, $/M and Break-Even
Monthly cost, throughput, MAU break-even and 12-month TCO of running Llama 3.1 70B AWQ INT4 on a single RTX 4090…
RTX 4090 24GB Monthly Hosting Cost: Comprehensive Breakdown vs Cloud
Line-by-line breakdown of monthly cost for an RTX 4090 24GB dedicated server, with hidden cloud costs, volume tables, MAU break-even…
RTX 4090 24GB vs Claude (Haiku, Sonnet, Opus): Full Break-Even Analysis
Comprehensive cost and break-even analysis between a self-hosted RTX 4090 24GB and Anthropic Claude Haiku, Sonnet and Opus - volume…
RTX 4090 24GB vs Lambda Labs: Multi-Day Workload Economics
Lambda Labs on-demand 4090 hourly pricing benchmarked against UK flat-rate dedicated hosting, with hidden costs, regional latency, and break-even analysis…
RTX 4090 24GB vs OpenAI API: Full Break-Even Analysis at Scale
Detailed break-even analysis between a self-hosted RTX 4090 24GB and the OpenAI API - GPT-4o, GPT-4o-mini, GPT-3.5, embeddings, volume tiers,…
AI Product Gross Margin Calculator
The components of gross margin for an AI product and a simple framework for modelling different infrastructure choices against revenue.
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