免費 / 開源在本機或雲端執行與打造開源 AI 模型
EverMemOS 每月有 24,237 次造訪,月增率 +12%,定價模式為免費試用、免費。Vana 每月有 5,701 次造訪,成長率 -45.5%,定價模式為免費。

EverMemOS (also described as EverOS) by EverMind is a memory operating system for AI agents and applications. It adds persistent, self-evolving memory on top of stateless LLMs: agents store multimodal content, retrieve it through hybrid mRAG, distill repeated patterns into reusable Skills, and keep facts in sync over time.
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | evermind.ai | vana.com |
| 定價模式 | 免費試用、免費 | 免費 |
| 每月造訪次數 | 2.42萬 (24,237) | 5701 (5,701) |
| 月流量變化量 | +2599 (+12%) | -4758 (-45.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (34.6%) | 🇺🇸 美國 (25.7%) |
| 每月直接造訪 | 1.46萬 | 2339 |
| 使用者評分 | 4.4 | 4.2 |
| 支援平台 | 網站 | 網站 |

EverMemOS (also described as EverOS) by EverMind is a memory operating system for AI agents and applications. It adds persistent, self-evolving memory on top of stateless LLMs: agents store multimodal content, retrieve it through hybrid mRAG, distill repeated patterns into reusable Skills, and keep facts in sync over time.
Multimodal retrieval and ingestion via a single API, covering PDFs, images, Word files, spreadsheets, decks, emails, HTML and URLs.
Agent trajectories are recorded as Cases, distilled into reusable Skills, and reused so performance improves over time.
Inspect, manage and edit user, group and agent memories in a dedicated Memory Bank interface.
EverMind publishes reproducible results on LoCoMo, LongMemEval and AMA alongside its memory research.

讓使用者擁有並授權 AI 所用資料的開放資料基礎設施
使用者透過開源連接器從已在使用的服務中蒐集資料,資料始終保存在自己的裝置或自己控制的加密儲存中。
本地執行的存取引擎對資料加密,僅在存在有效鏈上許可時釋出資料,每次讀取都會寫入可審查的存取紀錄。
安裝 @opendatalabs/vana-sdk 即可請求使用者批准的資料、從個人伺服器讀取,並從應用託管餘額結算協定費用。
群體可匯集資料用於隱私保護的運算任務,讓 AI 使用貢獻資料而不暴露原始紀錄。
免費 / 開源在本機或雲端執行與打造開源 AI 模型
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Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
免費 / 開源Honcho is an open-source memory layer for AI agents. It ingests messages, indexes them, and runs background reasoning so agents can recall who a user is, what happened before, and what to do next — across sessions, tools, and machines.