pandō（human.software）每月有 0 次造訪，月增率 0%，定價模式為免費增值。Together AI 每月有 1,645,930 次造訪，成長率 +64.9%，定價模式為免費增值、付費。
讓 AI 代理以圖結構編輯程式碼並減少原始碼暴露的版本化程式碼引擎
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | human.software | together.ai |
| 定價模式 | 免費增值 | 免費增值、付費 |
| 每月造訪次數 | 0 (0) | 164.59萬 (1,645,930) |
| 月流量變化量 | 0 (0%) | +64.77萬 (+64.9%) |
| 主要市場與市佔 | 🌐 全球 (—) | 🇺🇸 美國 (36.3%) |
| 每月直接造訪 | 0 | 88.22萬 |
| 使用者評分 | 4.6 | 4.7 |
| 支援平台 | 網站 | 網站 |
讓 AI 代理以圖結構編輯程式碼並減少原始碼暴露的版本化程式碼引擎
原生提供發現、重新命名、插入、轉換、修改參數、刪除與歷史選擇等工具，並以 stdio 伺服器形式暴露給任何相容 MCP 的程式代理。
程式碼以圖結構定址，因此重新命名符號會同時更新專案中所有綁定引用，操作也會回報哪些已套用、哪些被拒絕。
每一次提交的結構化變更都會自動建立檢查點。只需一次呼叫即可選擇任意早期快照並從該點繼續，無需復原序列。
VS Code 基準測試顯示，相較文字工具代理，傳送給模型服務商的原始碼位元組數減少約 68%，因為代理按需讀取而不傳送整份檔案。
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
專項更強Provides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models.
專項更強Restricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.
專項更強Restricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.
專項更強一個 API 串接 1500+ 可上線的生成式媒體模型
會學習你編碼品味的 AI 編程代理
除了標準文字 LLM 外，還高度專注於部署自訂機器學習模型與媒體生成管線。
免費 / 開源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免費 / 開源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
