Vast.ai VS Polygres
Vast.ai VS Polygres 对比，Vast.ai 和 Polygres 有什麼區別？
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總結
Vast.ai 總結
Vast.ai 著陸頁
Polygres 總結
Polygres turns Postgres into working memory for AI agents. Retrieve structured rows, connected relationships, semantic matches, and full-text results through one hybrid API. All without a separate vector store, graph database, or sync pipeline. Build grounded agents over the data you already have, with relational, graph, and vector context joined at the source. Use the managed cloud or self-host with our open source components. Polygres is currently free to use, just sign up!
Polygres 著陸頁
比較詳情
Vast.ai 詳細信息
| 類別 | AI 開發者工具, 大型語言模型 LLMs, AI 圖像生成器, AI 影片生成, AI語音轉錄 |
| Vast.ai 網站 | https://vast.ai?utm_source=toolify |
| 添加時間 | 2024年6月9日 |
| Vast.ai 定價 | -- |
Polygres 詳細信息
| 類別 | AI 開發者工具, AI 代理, AI 知識圖譜, AI API, AI搜尋引擎 |
| Polygres 網站 | https://polygres.com?utm_source=toolify |
| 添加時間 | 2026年8月26日 |
| Polygres 定價 | -- |
使用對比
如何使用Vast.ai？
Use the search console to find GPUs based on your needs, choose from on-demand, interruptible, or reserved pricing, and deploy using templates or custom configurations.
如何使用Polygres？
Create a Polygres managed instance or install the open-source components on an existing PostgreSQL database. Connect your schema and use the SDK or retrieval API to submit a natural-language query with options such as graph traversal depth, filters, and token limits. Polygres combines relational, graph, vector, and text results into one ranked, token-ready context block that can be passed directly to an AI agent.
比較 Vast.ai 和 Polygres 的優點
Vast.ai 的核心功能
- GPU Rentals
- On-Demand Pricing
- Interruptible Pricing
- Reserved Pricing
- Secure Cloud
- DLPerf Benchmarking
- Template Deployments
- Command Line Interface (CLI)
Polygres 的核心功能
- Unified relational, graph, vector, and full-text retrieval
- Native graph traversal over existing PostgreSQL foreign keys
- Fused hybrid search with dense HNSW, sparse, filtered, and semantic retrieval
- Token-ready context assembly for grounded AI agents
- Shortest-path, neighborhood, relationship, and multi-hop graph queries
- Managed cloud hosting and open-source self-hosting
- PostgreSQL-native data retrieval without a separate vector store or sync pipeline
比較用例
Vast.ai 的用例
- AI startups needing cost-effective GPU compute
- Fortune 500 companies requiring secure and compliant GPU cloud solutions
- Researchers needing high-performance computing for deep learning tasks
- Developers deploying AI applications with specific hardware requirements
Polygres 的用例
- Build grounded AI agents that retrieve customer records, orders, tickets, and related history
- Investigate failed transactions by combining semantic search with order, payment, and dispute relationships
- Create user-memory systems that retrieve relevant past interactions and connected data
- Query Wikipedia-scale datasets using hybrid indexes and graph relationships
- Provide support agents with ranked, database-backed context
- Develop recommendation and discovery systems using existing PostgreSQL data
Vast.ai 和 Polygres 之間的計劃不同
Vast.ai
對不起，沒有數據
Polygres
$0 / forever
Open-source pgGraph and pgVector, runnable on any PostgreSQL instance, with community support.
$16 / month
Managed cloud database hosting with email and community Discord support. Currently free for now.
$256 / month minimum usage
Automated vertical and horizontal scaling, email and community Discord support, private Discord or Slack channel, and support hours from 8:00 AM to 5:00 PM.
$4,096 / month minimum usage
Coming soon. Includes dedicated database infrastructure, custom compliance, high availability, 24/7 support, and dedicated support and uptime SLAs.
Vast.ai 的流量
Vast.ai 是月访问量為 1.2M 且平均訪問時長為 00:05:41 的工具。 Vast.ai 的每次訪問頁數為 7.13，跳出率為 32.42%。
最新網站流量
| 月訪問量 | 1.2M |
| 平均訪問時長 | 00:05:41 |
| 每次訪問頁數 | 7.13 |
| 跳出率 | 32.42% |
Polygres 的流量
Polygres 是月访问量為 29.2K 且平均訪問時長為 00:00:44 的工具。 Polygres 的每次訪問頁數為 1.61，跳出率為 68.04%。
最新網站流量
| 月訪問量 | 29.2K |
| 平均訪問時長 | 00:00:44 |
| 每次訪問頁數 | 1.61 |
| 跳出率 | 68.04% |
地理流量
The top 5 countries/regions for Vast.ai are:United States 12.30%, United Kingdom 6.60%, India 5.52%, Uzbekistan 3.89%, Poland 3.85%
Top 5 Countries/regions
 | 12.30% |
 | 6.60% |
 | 5.52% |
 | 3.89% |
 | 3.85% |
地理流量
The top 3 countries/regions for Polygres are:United States 84.49%, India 15.16%, Mexico 0.34%
Top 3 Countries/regions
| 84.49% |
| 15.16% |
 | 0.34% |
網站流量來源
Vast.ai 的 6 個主要流量來源是：直接 72.55%, vs_sourcesSearchOrganic 15.06%, vs_sourcesSocialOrganic 3.56%, 引薦 2.68%, vs_sourcesGenAi 2.58%, vs_sourcesSearchPaid 2.09%, 郵件 0.81%, vs_sourcesSocialPaid 0.45%, vs_sourcesDisplayAds 0.21%, vs_sourcesAffiliate 0.01%
直接 | 72.55% |
vs_sourcesSearchOrganic | 15.06% |
vs_sourcesSocialOrganic | 3.56% |
引薦 | 2.68% |
vs_sourcesGenAi | 2.58% |
vs_sourcesSearchPaid | 2.09% |
郵件 | 0.81% |
vs_sourcesSocialPaid | 0.45% |
vs_sourcesDisplayAds | 0.21% |
vs_sourcesAffiliate | 0.01% |
網站流量來源
Polygres 的 6 個主要流量來源是：直接 43.28%, vs_sourcesSocialOrganic 34.37%, vs_sourcesSearchOrganic 14.81%, 引薦 4.00%, 郵件 1.48%, vs_sourcesGenAi 0.93%, vs_sourcesDisplayAds 0.49%, vs_sourcesAffiliate 0.25%, vs_sourcesSearchPaid 0.25%, vs_sourcesSocialPaid 0.12%
直接 | 43.28% |
vs_sourcesSocialOrganic | 34.37% |
vs_sourcesSearchOrganic | 14.81% |
引薦 | 4.00% |
郵件 | 1.48% |
vs_sourcesGenAi | 0.93% |
vs_sourcesDisplayAds | 0.49% |
vs_sourcesAffiliate | 0.25% |
vs_sourcesSearchPaid | 0.25% |
vs_sourcesSocialPaid | 0.12% |
Vast.ai 或 Polygres哪個更好？
Vast.ai 可能比 Polygres 更受歡迎。如您所見，Vast.ai 每月有 1.2M 次訪問，而 Polygres 每月有 29.2K 次訪問。 所以更多的人選擇Vast.ai。 因此，人們很可能會在社交平台上更多地推薦 Vast.ai。
Vast.ai 的平均訪問持續時間為 00:05:41，而 Polygres 的平均訪問持續時間為 00:00:44。 此外，Vast.ai 的每次訪問頁面為 7.13，跳出率為 32.42%。 Polygres 的每次訪問頁面為 1.61，跳出率為 68.04%。
Vast.ai 的主要用戶是United States, United Kingdom, India, Uzbekistan, Poland，分佈如下：12.30%, 6.60%, 5.52%, 3.89%, 3.85%。
Polygres 的主要用戶是 United States, India, Mexico，分佈如下：84.49%, 15.16%, 0.34%。
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