Swfte AI Directory
The reference hub for the AI ecosystem.
Pricing, leaderboards, research reports, and cost-optimisation tools — public, methodology-transparent, and refreshed monthly. Built for engineering leads, procurement, and analysts.
Pricing & Cost
5 resourcesAI Model Pricing Index
LiveSortable table of API pricing across every major provider. Updated from official sources.
AI Cost Calculator
LiveEstimate your monthly AI API spend for any usage profile. Per-call and total monthly cost across all models.
Per Million Tokens — True Cost
LiveWhy list-price per million tokens is the floor, not the bill. Six adders that compound to 1.5-3x.
AI Pricing Trends
LiveHistorical pricing charts. Track how AI costs change over time by provider.
AI ROI Calculator
LiveEstimate savings from automating repetitive work with AI by department.
Leaderboards
4 resourcesAI Model Leaderboard
LiveEvery model ranked by quality, speed, pricing, and value. Refreshed monthly.
LLM Leaderboard
LiveLarge language models ranked by LMSys Arena Elo plus academic benchmarks.
Vendor Lock-in Leaderboard
LiveTen AI providers scored on the seven dimensions of exit cost. Lower is easier to leave.
AI Tools by Task
LiveBest AI tool per task category — coding, writing, video, voice, search, RAG, and more.
Research
2 resourcesDirectories
4 resourcesAI Model Directory
LiveProfile pages for every model with benchmarks, pricing history, capabilities, and use cases.
AI Company Directory
LiveAI companies with funding data, employee counts, product listings, and links.
AI Tools Directory
Live414+ tools and integrations with workflow templates and category filters.
Enterprise AI Adoption
LiveStatistics on AI adoption rates, spending, and ROI with source attribution.
Cost-Optimisation Tools
3 resourcesToken Cost Calculator
Three real prompt scenarios costed across every model in the directory.
Cheap vs Expensive Comparison
Same prompt sent to a $0.14 model and a $30 model. When the cheap option is the right answer.
Model-Mixing Cost Savings
What cascade, Mixture-of-Routers, and speculative race patterns save on a 1M-request workload.
Coming Soon
2 resourcesAI Funding Tracker
Coming soonTrack AI startup funding rounds, valuations, and investor activity.
AI Regulation Tracker
Coming soonGlobal map of AI regulations by jurisdiction and compliance requirements.
All data sourced from official provider pricing pages, LMSys Arena, Artificial Analysis, and our own evaluation harness. Methodology and raw test transcripts: /research/methodology. Refreshed monthly. Last updated May 2026.