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正面對決基準比較
DeepSeek vs Dotient
DeepSeek 每月有 372,761,591 次造訪，月增率 +4.3%，定價模式為免費增值。Dotient 每月有 0 次造訪，成長率 0%，定價模式為付費。
由 DeepSeek-V4 與 R1 驅動的高效開源權重與託管推理 AI，token 成本極低。
每月造訪次數
3.73億
月成長速度
+4.3%
主要市場
🇨🇳 中國
DeepSeek 每月有 372,761,591 次造訪，月增率 +4.3%，定價模式為免費增值。Dotient 每月有 0 次造訪，成長率 0%，定價模式為付費。
由 DeepSeek-V4 與 R1 驅動的高效開源權重與託管推理 AI，token 成本極低。
Dotient is a desktop application that indexes your personal media archive with on-device vision and text models, letting you search thousands of files by describing them in natural language instead of hunting through filenames. It runs fully offline, keeps your files on your own machine, and adds a similarity graph, collections, and tuneable search signals on top of plain keyword search.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | deepseek.com | dotient.com |
| 定價模式 | 免費增值 | 付費 |
| 每月造訪次數 | 3.73億 (372,761,591) | 0 (0) |
| 月流量變化量 | +1536.22萬 (+4.3%) | 0 (0%) |
| 主要市場與市佔 | 🇨🇳 中國 (50.5%) | 🌐 全球 (—) |
| 每月直接造訪 | 2.92億 | 0 |
| 使用者評分 | 4.8 | 4.4 |
| 支援平台 | 網站 | 網站 |
由 DeepSeek-V4 與 R1 驅動的高效開源權重與託管推理 AI，token 成本極低。
依託稀疏混合專家架構（V4-Pro 為 1.6T 中的 49B 啟用參數），以極低延遲與記憶體開銷處理最多 100 萬 token。
由 DeepSeek-R1 開創並融入 V3.2 與 V4 思考模式，對複雜數學、邏輯與程式碼除錯展示逐步自驗證過程。
快取命中時，輸入 token 成本降至 Flash 的每百萬 0.003 美元與 V4-Pro 的每百萬 0.022 美元，離峰 UTC 時段費率再低 50%。
在 chat.deepseek.com 及 iOS/Android 上免費提供文件上傳、推理模式與網頁搜尋，核心模型無須付費牆。
Dotient is a desktop application that indexes your personal media archive with on-device vision and text models, letting you search thousands of files by describing them in natural language instead of hunting through filenames. It runs fully offline, keeps your files on your own machine, and adds a similarity graph, collections, and tuneable search signals on top of plain keyword search.
Describe a file by what it looks like and find it without relying on filenames, tags or folder structure.
Quantized vision and text models are downloaded locally, so indexing and search run without an internet connection and files stay on your device.
Browse your whole archive as a node graph where edges form from file similarity and clusters are detected automatically for labelling.
Group related assets into named collections to build mood boards, reference sets or task-oriented file dumps.
提供巨大的上下文視窗與深度的 Google 生態系整合，但對於純推理任務感覺較不夠專精。
提供巨大的上下文視窗與深度的 Google 生態系整合，但對於純推理任務感覺較不夠專精。
免費 / 開源提供同等級的開源權重基礎模型與多語言效能，但需要自行架構主機或第三方推論設定。
免費 / 開源Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.
免費 / 開源Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.
免費 / 開源Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
免費 / 開源Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
