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Anyscale VS Polygres

Anyscale VS Polygres对比,Anyscale 和 Polygres 有什么区别?

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总结

Anyscale 总结

Anyscale 着陆页

Polygres 总结

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 着陆页

比较详细信息

Anyscale 详细信息

类别 AI开发者工具, 大语言模型 LLMs, AI应用构建器, AI工作流, 开源AI模型
Anyscale 网站 https://anyscale.com?utm_source=toolify
添加时间 2023年12月25日
Anyscale 定价 --

Polygres 详细信息

类别 AI开发者工具, AI智能体, AI知识图谱, 人工智能接口, AI搜索引擎
Polygres 网站 https://polygres.com?utm_source=toolify
添加时间 2026年8月26日
Polygres 定价 --

使用情况比较

如何使用 Anyscale?

To use Anyscale, developers can leverage Ray's Pythonic APIs to run workloads across GPUs and CPUs at any scale. The platform offers tools for optimizing performance, managing resources, and deploying AI applications in various environments, including cloud, on-premise, and hybrid setups. Users can get started with a $100 credit and explore the platform's features through demos and expert consultations.

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.

比较 Anyscale 和 Polygres 的优势

Anyscale的核心功能

  • RayTurbo: A supercharged version of Ray for optimized AI compute.
  • Compute Governance: Tools to manage and govern AI usage.
  • Developer Tooling: World-class tooling to delight developers.
  • Flexible Deployment: Support for any cloud, accelerator, and stack.

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

比较使用案例

Anyscale的使用案例

  • Scaling distributed ML workloads across GPUs and CPUs.
  • Building AI applications with lasting impact.
  • Maximizing throughput for optimized cost.
  • Parallelizing thousands of small- and mid-sized models.

Polygres的使用案例

  • 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

Anyscale和Polygres的不同计划

Anyscale

CPU Only

from $0.00006 /min

Deploy in Your Cloud

NVIDIA T4

from $0.00246 /min

Deploy in Your Cloud

NVIDIA L4

from $0.00414 /min

Deploy in Your Cloud

NVIDIA A10G

from $0.00591 /min

Deploy in Your Cloud

NVIDIA L40S

from $0.01089 /min

Deploy in Your Cloud

NVIDIA Tesla V100

from $0.01492 /min

Deploy in Your Cloud

NVIDIA A100 40GB

from $0.02149 /min

Deploy in Your Cloud

NVIDIA A100 80GB

from $0.02941 /min

Deploy in Your Cloud

AWS Trainium1

from $0.00784 /min

Deploy in Your Cloud

AWS Inferentia2

from $0.00445 /min

Deploy in Your Cloud

CPU Only

from $0.00855 /min

Deploy in Anyscale’s Cloud

NVIDIA T4

from $0.01643 /min

Deploy in Anyscale’s Cloud

NVIDIA L4

from $0.01811 /min

Deploy in Anyscale’s Cloud

NVIDIA A10G

from $0.02723 /min

Deploy in Anyscale’s Cloud

NVIDIA Tesla V100

from $0.06646 /min

Deploy in Anyscale’s Cloud

NVIDIA A100 80GB

from $0.11312 /min

Deploy in Anyscale’s Cloud

Polygres

Self-Hosted

$0 / forever

Open-source pgGraph and pgVector, runnable on any PostgreSQL instance, with community support.

Free Launch

$16 / month

Managed cloud database hosting with email and community Discord support. Currently free for now.

Scale

$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.

Enterprise

$4,096 / month minimum usage

Coming soon. Includes dedicated database infrastructure, custom compliance, high availability, 24/7 support, and dedicated support and uptime SLAs.

比较流量/月访问量

Anyscale的流量

Anyscale 是月访问量为 79.1K 且平均访问时长为 00:01:05 的工具。 Anyscale 的每次访问页数为 2.47,跳出率为 41.03%。

最新流量情况

月访问量 79.1K
平均·访问时长 00:01:05
每次访问页数 2.47
跳出率 41.03%
Sep 2023 - Aug 2026 所有流量:

Polygres的流量

Polygres 是月访问量为 29.2K 且平均访问时长为 00:00:44 的工具。 Polygres 的每次访问页数为 1.61,跳出率为 68.04%。

最新流量情况

月访问量 29.2K
平均·访问时长 00:00:44
每次访问页数 1.61
跳出率 68.04%
May 2026 - Aug 2026 所有流量:

地理位置

Anyscale 的前 5 个国家/地区是:United States 40.33%, India 7.53%, Canada 6.41%, Germany 4.36%, Russia 3.41%

Top 5 国家/地区

United States
40.33%
India
7.53%
Canada
6.41%
Germany
4.36%
Russia
3.41%

地理位置

Polygres 的前 3 个国家/地区是:United States 84.49%, India 15.16%, Mexico 0.34%

Top 3 国家/地区

United States
84.49%
India
15.16%
Mexico
0.34%

流量来源

Anyscale 的 6 个主要流量来源是:直接访问 51.02%, vs_sourcesSearchOrganic 24.62%, 外链引荐 8.52%, vs_sourcesSocialOrganic 8.11%, 邮件 3.00%, vs_sourcesSearchPaid 2.39%, vs_sourcesGenAi 1.27%, vs_sourcesSocialPaid 0.89%, vs_sourcesDisplayAds 0.18%, vs_sourcesAffiliate 0.00%

直接访问
51.02%
vs_sourcesSearchOrganic
24.62%
外链引荐
8.52%
vs_sourcesSocialOrganic
8.11%
邮件
3.00%
vs_sourcesSearchPaid
2.39%
vs_sourcesGenAi
1.27%
vs_sourcesSocialPaid
0.89%
vs_sourcesDisplayAds
0.18%
vs_sourcesAffiliate
0.00%
Sep 2023 - Aug 2026 仅限全球桌面设备

流量来源

Polygres 的 6 个主要流量来源是:直接访问 43.28%, vs_sourcesSocialOrganic 34.37%, vs_sourcesSearchOrganic 14.81%, 外链引荐 4.00%, 邮件 1.48%, vs_sourcesGenAi 0.93%, vs_sourcesDisplayAds 0.49%, vs_sourcesAffiliate 0.25%, vs_sourcesSearchPaid 0.25%, vs_sourcesSocialPaid 0.12%

直接访问
43.28%
vs_sourcesSocialOrganic
34.37%
vs_sourcesSearchOrganic
14.81%
外链引荐
4.00%
邮件
1.48%
vs_sourcesGenAi
0.93%
vs_sourcesDisplayAds
0.49%
vs_sourcesAffiliate
0.25%
vs_sourcesSearchPaid
0.25%
vs_sourcesSocialPaid
0.12%
May 2026 - Aug 2026 仅限全球桌面设备

Anyscale 或 Polygres哪个更好?

Anyscale 可能比 Polygres 更受欢迎。如您所见,Anyscale 每月有 79.1K 次访问,而 Polygres 每月有 29.2K 次访问。 所以更多的人选择了Anyscale。 因此,人们很可能会在社交平台上更多地推荐 Anyscale。

Anyscale 的平均访问持续时间为 00:01:05,而 Polygres 的平均访问持续时间为 00:00:44。 此外,Anyscale 的每次访问页面为 2.47,跳出率为 41.03%。 Polygres 的每次访问页面为 1.61,跳出率为 68.04%。

Anyscale 的主要用户是United States, India, Canada, Germany, Russia,分布如下:40.33%, 7.53%, 6.41%, 4.36%, 3.41%。

Polygres 的主要用户是 United States, India, Mexico,分布如下:84.49%, 15.16%, 0.34%。

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