DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take

The Chinese AI ecosystem has rapidly evolved into a legitimate alternative to OpenAI and Anthropic. A cloud architect conducted six weeks of benchmarks on DeepSeek, Qwen, Kimi, and GLM to analyze p99 latency and costs for high-volume production workloads. These model families are significantly altering perspectives on API costs and capabilities. This evaluation provides data-driven guidance for developers and architects seeking to standardize their multi-region deployments using these specific Chinese LLM families for various use cases.