# Chinese LLM API providers for business evaluation. > Compare Chinese LLM API provider options including GLM, Qwen, DeepSeek, Kimi, MiniMax, MiMo, LongCat, and Hunyuan for enterprise API routing and cost reduction. - Canonical page: https://chinaapi.ai/llm-api-providers/ - Human-readable page: https://chinaapi.ai/llm-api-providers/ - Live pricing: https://dash.chinaapi.ai/pricing?lang=en&utm_source=chinaapi&utm_medium=markdown&utm_campaign=llm-api-providers ChinaAPI helps business teams evaluate Chinese LLM API provider options for selected production workloads before changing routing, pricing, or committed usage. [Talk to solutions](https://chinaapi.ai/request-access/) [Email us directly](mailto:solution@chinaapi.ai?subject=Pilot%20pricing%20request%20-%20Chinese%20LLM%20API%20provider%20evaluation&body=Hi%20ChinaAPI%2C%0A%0AI%27d%20like%20to%20discuss%20Chinese%20LLM%20API%20provider%20evaluation.%0A%0ACompany%3A%0ACountry%3A%0AUse%20case%3A%0AModels%20of%20interest%3A%0ACurrent%20provider%20or%20tools%3A%0AExpected%20monthly%20usage%3A%0A%0AThanks%2C) ## Provider families worth shortlisting. ### GLM Evaluate GLM-5.2 and GLM-5.1 for general LLM workloads, RAG, customer support, and high-volume inference where quality and cost both matter. ### Qwen Evaluate Qwen families for multilingual, coding, reasoning, tool, and text workloads where compatibility and ecosystem support are important. ### DeepSeek, Kimi, MiniMax Compare additional Chinese LLM families for specific tasks, fallback routes, cost reduction, and model diversification. ### MiMo, LongCat, Hunyuan Evaluate Xiaomi MiMo (multimodal reasoning), Meituan LongCat (agentic coding), and Tencent Hunyuan (295B MoE, 256K context) — the newest Chinese frontier LLM families on ChinaAPI. ### Routing strategy Use task-level evaluation rather than replacing every model call. The strongest savings usually come from selected workload routing. ## How to compare Chinese LLM API providers Compare providers by task success rate, retry rate, output quality, context requirements, latency, cost per accepted response, operational access path, and compliance constraints. Token price alone is not enough. ## Chinese AI model families your team can evaluate. GLM-5.2 Qwen DeepSeek Kimi MiniMax MiMo LongCat Hunyuan Qwen Image Wan Seedance Hailuo Kling ## Which Chinese LLM API providers should we evaluate? Common candidates include GLM, Qwen, DeepSeek, Kimi, MiniMax, MiMo, LongCat, and Hunyuan. The shortlist depends on workload, language, latency, and expected usage. ## Can Chinese LLMs reduce OpenAI or Claude API costs? They can reduce costs for selected workloads when quality, retry rate, latency, and engineering overhead are measured correctly. ## Should we replace our current provider? Usually not at first. Start by routing one or two high-volume workloads and expand only when the metrics justify it. ## How can ChinaAPI help? ChinaAPI can help qualified teams identify model families, access paths, and pilot pricing based on business use case and expected volume. ## Send the workload and expected usage. Priority goes to teams with existing AI spend, expected monthly usage, or a concrete production or creative workflow. [solution@chinaapi.ai](mailto:solution@chinaapi.ai?subject=Pilot%20pricing%20request%20-%20Chinese%20LLM%20API%20provider%20evaluation&body=Hi%20ChinaAPI%2C%0A%0AI%27d%20like%20to%20discuss%20Chinese%20LLM%20API%20provider%20evaluation.%0A%0ACompany%3A%0ACountry%3A%0AUse%20case%3A%0AModels%20of%20interest%3A%0ACurrent%20provider%20or%20tools%3A%0AExpected%20monthly%20usage%3A%0A%0AThanks%2C) [WhatsApp](https://wa.me/qr/F6P7VJTMRXQTM1) [Telegram](https://t.me/chinaapiai) --- Markdown twin of https://chinaapi.ai/llm-api-providers/ — generated from its canonical HTML by scripts/gen_markdown_twins.py. Full site reference: https://chinaapi.ai/llms-full.txt