AI Models

Reviews, selection guides, and deployment playbooks for mainstream and open-source LLMs — balancing capability, cost, and compliance.

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AI Models

Open-Source LLM Selection 2026: Qwen vs DeepSeek vs Llama for One-Person Companies

Private deployment is no longer a luxury. We compare Qwen3, DeepSeek-V3, and Llama 4 on licensing, Chinese capability, and deployment cost, with a scenario-based decision table for solo founders.

2026-09-24约 10 min read5828

AI Models

Benchmarking 12 Open-Source LLMs: Quality vs Deployment Cost for Small Teams

We tested 12 mainstream open models on identical hardware across Chinese writing, coding, reasoning, and multi-turn dialogue, then calculated real deployment costs. Some findings defy intuition.

2026-05-28约 12 min read4326