Research & Analysis
Data-driven analysis of AI markets, model economics, and industry trends. Every claim sourced, every number verified.
GPU Economics: What Inference Actually Costs in 2026
Real GPU rental prices from CoreWeave, Lambda, and AWS compared against per-token API pricing. We break down the math on when self-hosting beats API calls — and when it doesn't.
Read more →This week in AI markets — February 17-23
Qwen drops a 397B MoE model, Seedance 2.0 shocks video creators, and Sam Altman admits AI adoption faces more resistance than expected.
Read more →LLM Pricing in February 2026: What Every Model Actually Costs
A complete comparison of LLM API pricing across OpenAI, Anthropic, Google, Meta, DeepSeek, xAI, and newer players like Kimi and Qwen. Input and output costs per million tokens, updated February 2026.
Read more →Open Source vs Proprietary LLMs: The Real Cost Breakdown
A TCO comparison of open-source and proprietary LLMs at different scales. API costs, self-hosting math, and the hidden costs nobody talks about.
Read more →AI coding assistant adoption by company size: who's actually using what
Data from 121,000 developers across 450+ companies shows AI coding tools are everywhere — but adoption depth, productivity gains, and tool choice vary wildly by organization size.
Read more →AI agent market map 2026: who's building what
A breakdown of every major AI agent framework, platform, and tool — with actual adoption numbers and pricing.
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