Agentic Models / Best Agentic Agentic Agentic (2025): Expanded review, comparative understanding and using cases

China continues to set down the open source opening-conditions of the language-model-model-model, especially the aventic buildings and deep thought. Here is a perfect guide, which is in the Evectic Asks / Consultation Doctor, extended, extended to new and most influential.

1. To me K2 (Moonsonhot Ai)

• One side of the face: Arrangement of combinations, up to 128k the context, power of aventual and two languages (Chinese / English / English languages.
• Strength:
  • Benchmark high performance in consultation, codes, statistics, and long work travel.
  • Well-round Agentic Skills: Use of tools, default, protocol adherence.
• Use charges: General work flow, intellectual artificial intelligence, production of codes, businesses of different language.
• Why choose: A moderate founder of the open system of Agentic source.

2. GLM-4.5 (ZUNU AI)

• One side of the face: 355B parameters, traditional traditional design, long support.
• Strength:
  • The purpose-made for the murder of a complicated agent, the default work movement, and the Torchestation of the toolbar.
  • Licensed ecosystem, established (700,000+ engineer), Fast Community Reception.
• Use charges: Many agents applications, active agents, the research that needs the idea of Agent-Nature.
• Why choose: By forming the deeper, combined, integrated, open llm open.

3. QWEN3 / QWEN3-Coder (Alone Damo)

• One side of the face: Dinforming experts in the following section, are not regulated to demonstrate the depth / means, a dominant model of multilingual languages (119 languages), the Repale Scale Specialist.
• Strength:
  • Dynamic “Thinking / Imaginners” Changing, Advanced Costivity, Top Scores in Math / Code / Tools.
  • QWen3-Coder: Dogs 1m Code tokens, Excerels in the analysis of Step – by the Republic and functional functional.
• Use charges: Many language tools, Global Saas, Multi-Modal Logic / Codes, Codes of Chinese-Centric Dev Dev.
• Why choose: Direct control, good language support, land-level agent.

4. Deepseek-R1 / V3

• One side of the face: Following – first, RLHF training at RLTING RLHF, 37 parameters singing each question (R1); V3 goes to 671B of statistics / landscape code.
• Strength:
  • State-of-the-art condition on logic and chain-of-imaginary thoughts, through the most Western competitors in scientific competitions.
  • “Deeper Protests of Agentic Agentic Assessment” Full Repreter / Search / Synchronization details.
• Use charges: Technical / Science Research, authentic evaluation, the most important interpretation areas.
• Why choose: High accuracy of consultation, Aventuc extensions for research and planning.

5. Wu Do 3.0 (BAA)

• One side of the face: Modar family (aquilachat, Aquilacode), open source, the strong context and many skills.
• Strength:
  • Holds both documents and pictures, supports multilingual flow, which is well ideal for Startups and low users.
• Use charges: Multimodal Agentimodal Agentimodals, SMEs, Development of a flexible app.
• Why choose: It is very effective and modified for multimodol agentic works and Milser-Scope.

6. Chatllm (Zupuu Ai)

• One side of the faceEdge-Ready-Ready, two languages, Windows Windows up to 1M, separated by low memory hardware.
• Strength:
  • The best in Agentic Agentic Apps, a long-term thought-for-time, mobile shipping.
• Use charges: Local / Gov Shipment, Security Centures, Privacy Areas.
• Why choose: Variable estimation from the cloud to edge / mobile, strong tongue of two languages.

7. Manus & Openmanus (Monica Ai / Community)

• One side of the face: New Chinese Chinese Benchmark Ai: Independent consultation, global instrument, and Agentic Inchestita. Openmanus gives the ability to travel with Agentic based on multiple models (various llamas, Glm, DeSuek).
• Strength:
  • Environmental Behavior: Web search, Trip, Trip Takes, Viewing Instructions.
  • Openmanus is very modular, including opening models of China or llms relating to compatible Agentic activities.
• Use charges: The true agents of completing the mission, many orchastraps, open sources of open source.
• Why choose: The first big step in achieving Agentic applications such as AGI in China.

8. Doubao 1.5 Pro

• One side of the face: Be known for the highest integrity and logical structure, a senior content window (expected + tokens).
• Strength:
  • Troubleshooting a real time, a high-minded, high-scale cultivation in many business use.
• Use charges: Situations that emphasize reasonable, default business.
• Why choose: Improved and logical consultation, which is powerful in good business.

9. Bachuan, Styfun, Minimax, 01.Ai

• One side of the face: “Six tigers” in open Chinese AI (per Mit Tech), each reflects solid reasons / features of Agentic / Features on their domains (Stepfun / AIGC, Minimax / Legal Memory).
• Strength:
  • Different applications: from dialogue agents to enter the domain-logic domain in Law / Finance / Science.
• Why choose: Choose field-specific requirements, especially highest business apps.

The comparative table

The main bearing and when to use the model

• Me k2The Best All-Country – If you are looking for a balanced powerful force and consultation, a long context, a comprehensive support of language.
• GLM-4.5: Traditional Agent, who is most expensive Tshts technology or tool tool; The leader of open Ecosystem.
• QWEN3 / QWEN3-Coder: Higher in creative control, multilingual / business operations, and high-code Agentics.
• Deepseek-R1 / V3: Usual Gold Thinking, Mathematics / Science, as well as the concept of research grade.
• Wu Dao 3.0: Excellent to SME / Startup, especially multimodal (text / picture / code) Agentic solutions.
• Chatlll / Manus / Openmanus: Field Ships, Privacy, Really Candidates – Recommended for Real Land Use, Device, or Information Services.
• Doubao 1.5 Pro / Baichuan / Six Things: Think about sending something sector or if special logic is important.