ChinaAPI Insights
Benchmarks, pricing analysis, agent-compatibility reports, and first looks at new Chinese AI models — based on data measured through the ChinaAPI gateway.
All articles
Every article states its method and data source, and gets updated in place when the data changes.
What it really takes to self-host Qwen3.8-Flash-Next: official BF16 and FP8 sizes, validated GPU topologies, a clearly labeled single-workstation path, license limits, and API break-even math.
What it takes to self-host Tencent Hunyuan Hy4 preview: official BF16 and FP8 weight sizes, B200/B300/H200 configurations, 200-person and public-API tiers, Apache-2.0 duties, and API break-even math.
How to self-host GLM-5.3-Flash: its two official FP8 and BF16 weight repositories, a 350 GB RAM single-GPU path, validated 8-GPU serving tiers, MIT terms, best-fit scenarios, and API break-even math.
Route long-running coding agents by context, modality, tools, and acceptance checks — then use task state, checkpoints, and enforceable limits to keep the loop recoverable.
A practical decision framework for choosing a Chinese LLM or a direct frontier-provider route by product dependency, task constraints, and accepted-output cost—not a generic leaderboard.
A practical guide to choosing current ChinaAPI video models for story, movement, reference control, drafts, and edits—without pretending one model wins every job.
Choose a current ChinaAPI image model by task shape, reference assets, control requirements, and the cost of getting a usable image — not by a generic quality leaderboard.
Route current ChinaAPI reasoning models by task shape, context window, modality, and usable-answer cost — not a generic quality leaderboard.
What Chinese LLM, image, and video APIs cost in July 2026 — the sub-$0.20 tier, the 1M-context club, per-second vs per-generation video math, and what to pick by workload.
