Topic

AI

Analysis of the AI industry’s business decisions — model launches, pricing moves, capability claims and what the numbers behind them actually show.
Top 7 Web Scraping Tools in 2026

Top 7 Web Scraping Tools in 2026

We rank the seven best web scraping tools for 2026 — Bright Data, Firecrawl, Apify, Zyte, Oxylabs, ScraperAPI and ScrapingBee — with real pricing, deployment models, the recent Oxylabs–ScrapingBee acquisition, and honest pros and cons.
John Karpentar Roundups 10 min read
Pinecone vs Weaviate: Which Vector DB Wins?

Pinecone vs Weaviate: Which Vector DB Wins?

Pinecone is fully managed and serverless; Weaviate is open-source and self-hostable. How they compare on pricing, hybrid search and RAG.
John Karpentar AI 6 min read
Top 7 AI Agent Platforms in 2026

Top 7 AI Agent Platforms in 2026

The best AI agent platforms in 2026, compared on production-readiness, deployment, and pricing: Amazon Bedrock AgentCore, LangGraph Platform, Google Vertex AI Agent Builder, Microsoft Copilot Studio, Salesforce Agentforce, TrueFoundry, and Dust.
John Karpentar Roundups 9 min read
Top 7 MLOps Platforms and Tools in 2026

Top 7 MLOps Platforms and Tools in 2026

The 7 best MLOps platforms and tools in 2026, compared on capability, deployment and real pricing: Databricks, Amazon SageMaker, Google Vertex AI, Azure ML, Weights & Biases, DataRobot and ClearML.
John Karpentar Roundups 9 min read
RTX PRO 6000 vs H100: Specs, Bandwidth, Real Cost

RTX PRO 6000 vs H100: Specs, Bandwidth, Real Cost

Four NVIDIA cards get called "RTX 6000," and three page-one results compare the wrong one. Verified specs for the RTX PRO 6000 Blackwell against every H100 variant — plus our own bandwidth-per-dollar calculation on published cloud rates.
John Karpentar Chips 9 min read
Ollama vs llama cpp: Which Should You Use?

Ollama vs llama cpp: Which Should You Use?

Most pages ranking for this question are stale. Verified against both repositories: Ollama v0.35.0 still pins and runs llama.cpp's llama-server, only about 80 nightly builds behind upstream, plus its own MLX engine on Apple Silicon. Here is which one you should actually use.
John Karpentar AI 9 min read

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