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Chinese LLM API Benchmark: DeepSeek Leads Overall, Kimi Excels in Hallucination Control · 2 sources tracked

By PulseAugur Editorial · [2 sources] ·

A recent benchmark of seven Chinese LLM APIs, based on over 1900 real-world API calls from May 2026, reveals that no single model excels across all tasks. DeepSeek-v4-pro achieved the highest overall score of 81.1, demonstrating strong performance in code generation and math reasoning, while Kimi K2.6 Thinking led in hallucination control with a score of 90.0. Doubao Seed2.0-pro topped code generation at 85.7, but models showed significant variation in token efficiency and response times, with some taking over 3 seconds to respond. The report also highlights the challenges of managing multiple API keys and suggests unified gateways like GoldBean can simplify access and potentially reduce costs. AI

IMPACT Highlights performance variations and cost efficiencies across Chinese LLM APIs, guiding developers in selecting optimal models for specific tasks.

RANK_REASON Benchmark report evaluating multiple LLM APIs.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Chinese LLM API Benchmark: DeepSeek Leads Overall, Kimi Excels in Hallucination Control · 2 sources tracked

COVERAGE [2]

  1. dev.to — LLM tag TIER_1 English(EN) · GoldBean ·

    2026 Chinese LLM API Benchmark: 7 Models Ranked by Real Data (July Update)

    <h1> 2026 Chinese LLM API Benchmark: 7 Models Tested with Real Data </h1> <blockquote> <p>DeepSeek-v4-pro leads with 81.1 overall score. Kimi K2.6 Thinking dominates hallucination control at 90.0. Doubao Seed2.0-pro tops code generation at 85.7. But no single model covers all sce…

  2. dev.to — LLM tag TIER_1 English(EN) · GoldBean ·

    2026 Chinese LLM API Benchmark: 7 Models Tested with Real Data

    <h1> 2026 Chinese LLM API Benchmark: 7 Models Tested with Real Data </h1> <blockquote> <p>DeepSeek-v4-pro leads with 81.1 overall score. Kimi K2.6 Thinking dominates hallucination control at 90.0. Doubao Seed2.0-pro tops code generation at 85.7. But no single model covers all sce…

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