LargitData open-source AI Agent benchmark evaluates 18 language models (15 open-source) on Agentic Coding and OpenClaw skill tasks. qwen3-coder-flash leads with 55/60, qwen3.5-27b ranks 2nd (51 pts). The qwen3.5 family dominates OpenClaw G2 top-4 with 26-27/30. Best value: Gemini 3 Flash and qwen3.5-27b at bash.09-0.10/run — Claude Haiku 4.5 scores 48 pts but costs 28x more.
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Taiwan's Ministry of Digital Development held the 'AI Services Train for All Industries and Digital Government Matching Activity,' bringing together government agencies, industry associations, and AI service providers. LargitData CEO participated and shared how AI enhances sentiment monitoring by automating content analysis, significantly reducing manual review workloads while maintaining human oversight for critical information, demonstrating Taiwan's competitive edge in Chinese-language data analysis.
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In the current global economic and trade environment filled with uncertainty, how enterprises respond to rapidly changing situations and make real-time decisions has become a key to business operations. Taiwan AI startup LargitData has integrated its three major AI platforms, from risk warning and data integration to decision recommendations, helping enterprises build complete AI decision-making engine solutions that can strengthen risk control, quickly grasp market dynamics, and make decisions.
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Facing the dual impact of "tariffs + exchange rates" on Taiwanese enterprises, companies urgently need AI assistance to grasp market dynamics in real-time and make effective operational decisions. LargitData Co., Ltd. has been listed in the UK Financial Times' Asia-Pacific High-Growth Companies Top 500 for two consecutive years. In 2024, it ranked 328th in its first appearance, and in 2025, it rose to 281st place, demonstrating the company's technical strength and innovative value in the international market.
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The Computer Software Association of the Republic of China held an "AI Sharing Exchange Conference," attracting 9 AI innovative companies and multiple system integration manufacturers. Through technical demonstrations and application case sharing, they explored AI's application potential in different industry sectors. LargitData demonstrated its AI data analysis expertise at this exchange conference, with multiple successful application cases currently implemented in government agencies and the financial industry.
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The Hsinchu County Government Education Bureau organized the third "Youth Bright Ideas" competition, attracting 16 teams of students from across Taiwan. Eight teams successfully stood out and will compete for a total prize of NT$220,000 in the finals on December 11th. LargitData CEO Chiu Yu-Wei was invited as an industry expert, along with multiple industry experts, to help student teams understand business models, design thinking, AI development tools, and presentation skills through practical training camps.
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National Kaohsiung Normal University signed an "Educational Big Data" strategic alliance with five renowned domestic companies on October 23rd, focusing on educational big data and artificial intelligence technology fields. LargitData CEO Chiu Yu-Wei represented the company in the signing ceremony. This collaboration will provide internship opportunities for NKNU students and plans to organize educational big data seminars, promoting close connections between academia and industry.
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LargitData's AI video content analysis cloud service enables 24/7 monitoring of video platforms like TikTok and YouTube, supporting real-time keyword search and notification functions, solving problems of incomplete data collection and delayed notifications caused by manual monitoring. The company uses advanced AI technologies such as OCR and ASR to help nearly a hundred government agencies and enterprise clients grasp market dynamics in real-time.
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NVIDIA's first AI R&D center in Asia-Pacific, the "Taipei-1" supercomputer built in Taiwan, has officially launched. It contains 64 DGX H100 servers and 32 OVX platforms, ranking 38th globally. The Ministry of Economic Affairs secured NVIDIA's agreement to share 25% of computing power with Taiwan's AI R&D, valued at approximately NT$400 million. LargitData became one of the first important participants to obtain NVIDIA supercomputer computing resources.
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With the rise of open source large language models like Llama3, AI development has entered a new era. This article delves into how to run and compare these popular open source models locally, introducing the best local language model solutions such as LM Studio and Ollama. By analyzing key metrics including MMLU, ELO scores, Chinese processing capabilities, and cost-effectiveness, this article teaches you how to select the appropriate open source large language model.
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