Insights
In-depth insights on enterprise search, self-hosted AI, and AI tools for work.
How Onyx's RAG Engine Cuts Token Usage at Enterprise Scale (2026)
Agents that read every source burn tokens on every task. Learn how Onyx's RAG engine indexes your sources once, condenses them into a vector DB, and serves enterprise context in one cheap retrieval call.
Best Enterprise RAG Platforms for 2026: A Buyer's Guide
Compare 11 enterprise RAG platforms across architecture, connectors, deployment, security, and pricing. Includes turnkey, cloud, and open-source options with current 2026 pricing and analyst data.
Best LLMs for Coding in 2026
Claude Fable 5 leads SWE-bench Verified at 95%. GPT-5.5 leads Terminal-Bench 2.0 at 82.7%. Full benchmark breakdown for 10 coding LLMs with cost comparison and open-source picks.
Best Open Source LLMs in 2026
Compare 10 open-source and open-weight language models in Onyx's July 20, 2026 leaderboard snapshot. Benchmark data, license types, and API availability for DeepSeek-V4-Pro, Kimi K2.6, GLM-5.2, MiniMax M3, Qwen3.6-27B, and more.
Best LLMs in 2026
Compare leading large language models in Onyx's leaderboard snapshot. Benchmark data for Claude Fable 5, Claude Opus 4.8, GPT-5.6 Sol, Kimi K3, GLM-5.2, and more across SWE-bench, GPQA Diamond, and Chatbot Arena.