Command Code 记录了 2,358,177 月访问量，月度环比增长为 -12.1%，定价为免费增值，定价请咨询。Imandra 记录了 1,466 月访问量，增长率为 -25.7%，定价为免费增值。
Imandra is a neurosymbolic reasoning platform that turns source code and system logic into precise mathematical models, so AI agents and engineers can prove properties, find edge-case bugs, and verify behavior before it ships. Its flagship CodeLogician tool plugs into AI coding assistants such as Codex, Cursor, and Gemini, while ImandraX powers automated reasoning for financial markets, autonomous systems, and regulated industries.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | commandcode.ai | imandra.ai |
| 定价模式 | 免费增值，定价请咨询 | 免费增值 |
| 月访问量 | 235.82万 (2,358,177) | 1466 (1,466) |
| 月度环比流量变化 | -32.57万 (-12.1%) | -508 (-25.7%) |
| 主要市场与份额 | 🇨🇳 中国 (47%) | 🇮🇳 印度 (100%) |
| 直接访问 / 月 | 174.96万 | 567 |
| 用户评分 | 4.3 | 4.4 |
| 支持的平台 | 网站 | 网站 |
会学习你编码品味的 AI 编程智能体
持续强化学习层把每一次采纳、拒绝和手动编辑变成信号，再把反复出现的模式转化为可复用的项目级技能。
自动修复格式错误的工具调用，让较弱的开放权重模型也能可靠完成智能体循环，接近前沿模型的水平。
交互式 CLI 用于结对，无头标志用于脚本化，后台沙箱智能体则用于更长时间的自主任务。
自定义 /agents 与持久化 /memory 跨会话携带项目上下文，让你不必反复解释代码库与规范。
Imandra is a neurosymbolic reasoning platform that turns source code and system logic into precise mathematical models, so AI agents and engineers can prove properties, find edge-case bugs, and verify behavior before it ships. Its flagship CodeLogician tool plugs into AI coding assistants such as Codex, Cursor, and Gemini, while ImandraX powers automated reasoning for financial markets, autonomous systems, and regulated industries.
Imandra's reasoning engine builds formal models of programs and autonomous systems, then exhaustively analyzes behavior to surface edge cases that testing and statistical models miss.
CodeLogician translates a codebase into mathematical logic and assembles a MetaModel spanning every file and dependency, giving AI assistants a complete structural context with no learning phase.
Instead of sampling inputs, Imandra decomposes state space into behavioral regions so decisions and boundary conditions are examined exhaustively and reproducibly.
Benchmarks published by Imandra show that augmenting LLMs with formal reasoning through CodeLogician closed a 41-47 percentage point accuracy gap on software-analysis reasoning tasks compared with LLM-only approaches.
专项更强Offers industry-leading reasoning and artifact generation, but lacks direct terminal-first integration and local preference memory.
免费 / 开源由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI，token 成本极低。
免费 / 开源Orchestrates multiple CLI coding agents in parallel git worktrees, but is less focused on single-user preference learning.
发现并自动修复漏洞的一体化应用安全平台
