Sample data: Phase-1 sample snapshot. Official crawling and weekly benchmark jobs are not connected yet. All price, latency and score values validate the product structure only and must be replaced by traceable production data before launch.

Reports and guides

Phase 1 creates the content structure; production articles require review and data sources.

Methodology

June sample ranking notes

How the phase-1 sample snapshot is shaped and what still needs real benchmarking.

Body placeholder: add real data charts, conclusions, sources and methodology links before launch.

Guide

Selecting Chinese LLMs for product teams

A practical comparison frame for Qwen, DeepSeek, GLM, Doubao and Kimi.

Body placeholder: add real data charts, conclusions, sources and methodology links before launch.

Cost

A starter playbook for reducing LLM API bills

Route simple, latency-sensitive and hard reasoning tasks to different model tiers.

Body placeholder: add real data charts, conclusions, sources and methodology links before launch.