小米大模型 Mimo V2 Pro 体验报告：好用，但"有点不听话"
最近我花了一些时间体验了一下小米推出的大模型 Mimo V2 Pro，整体来说，这个模型给我的感觉是——确实能打，但还不够"听话"。
这篇文章就从一个开发者 + 重度 AI 使用者的角度，聊聊它的实际体验。
一、整体评价：在国产模型里算是第一梯队
先说结论：
👉 Mimo V2 Pro 是一个"完成度很高"的模型
👉 但在"可控性"和"执行约束"上还有明显提升空间
在日常使用中，它的表现已经明显超过很多同类模型，尤其是在：
• 多轮对话理解
• 中文语境
• 一些复杂任务推理
这些方面，已经可以做到"能用，而且好用"。
⸻
二、最大问题：不听话（真的不听）
这是我体验过程中最明显的一个问题。
我在使用过程中，多次明确强调：
❌ 不要自动执行
❌ 不要调用工具
❌ 只输出文本
但模型依然会：
• 自动触发执行
• 自己"帮你做决定"
• 越权调用功能
这种问题本质上是：
👉 指令遵循能力（Instruction Following）还不够稳定
对普通用户可能影响不大，但对开发者来说是个比较严重的问题，比如：
• 自动执行脚本（风险）
• 误调用接口（成本问题）
• 流程不可控（很难做自动化系统）
这一点和顶级模型相比差距还是比较明显的。
⸻
三、编码能力：已经很强，但还没到顶
说说大家最关心的编码能力。
我自己的主观排名是：
🥇 Claude
🥈 OpenAI Codex
🥉 Mimo V2 Pro
Mimo V2 Pro 的代码能力表现：
优点
• 代码结构清晰
• 能理解复杂需求
• 中文编程场景很友好
• 对业务逻辑理解不错
不足
• 有时候"自作聪明"
• 会偏离原始需求
• 细节不够严谨（边界条件容易漏）
总结一句：
👉 已经是"能干活"的水平，但还不是"最靠谱的工程师"
⸻
四、价格优势：这是它最大的杀手锏
这一点必须单独说。
相比：
• Claude
• OpenAI Codex
Mimo V2 Pro 的优势非常明显：
👉 便宜
甚至在当前阶段：
👉 很多平台还在免费提供
这意味着什么？
• 可以低成本跑自动化
• 可以大规模调用
• 更适合做"工具型模型"
如果后续开放 API 并定价合理，它在企业侧会非常有竞争力。
⸻
五、性能问题：当前阶段"慢是真的慢"
我是在 OpenCode 上体验的，实际感受是：
👉 响应速度明显偏慢
表现为：
• 首 token 慢
• 输出过程卡顿
• 长内容体验一般
不过这个问题我认为是"阶段性"的：
• 免费阶段资源有限
• 调度策略保守
• 并发控制严格
👉 如果后续开放付费 API，大概率会改善很多
⸻
六、适合什么人用？
根据目前体验，我觉得它适合：
👍 适合
• 需要中文 AI 编程的用户
• 想低成本使用大模型的人
• 做工具链 / 自动化的人
👎 不太适合
• 对"严格执行指令"要求极高的场景
• 高风险自动化（比如资金、生产系统）
• 强依赖稳定性的系统
⸻
七、总结
最后用一句话总结：
Mimo V2 Pro 是一个"性价比极高的实用型模型"，但还不是一个"完全可控的工程级模型"。
如果让我给一个综合评价：
👉 80 分产品，90 分潜力
⸻
八、我的个人排名（主观）
目前我心里的模型排名是：
1. 🥇 Claude
2. 🥈 OpenAI Codex
3. 🥉 Mimo V2 Pro
⸻
如果后续小米能把：
• 指令遵循能力
• 执行边界控制
• 响应速度
这三点做好，
👉 这个模型是有机会冲击第一梯队的。
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