Fluidstack VS Dagster
Fluidstack VS Dagster对比，Fluidstack 和 Dagster 有什么区别？
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总结
Fluidstack 总结
Fluidstack 着陆页
Dagster 总结
The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Dagster 着陆页
比较详细信息
Fluidstack 详细信息
| 类别 | AI开发者工具, AI模型, 大语言模型 LLMs |
| Fluidstack 网站 | https://fluidstack.io?utm_source=toolify |
| 添加时间 | 2023年12月25日 |
| Fluidstack 定价 | -- |
Dagster 详细信息
| 类别 | AI开发者工具, AI工作流, AI数据分析, AI生产力工具 |
| Dagster 网站 | https://www.dagster.io?utm_source=toolify |
| 添加时间 | 2025年12月12日 |
| Dagster 定价 | -- |
使用情况比较
如何使用 Fluidstack？
To use Fluidstack, you can either reserve a large-scale GPU cluster for AI training and inference or launch on-demand GPU instances. The platform offers fully managed Kubernetes or Slurm environments, and you can contact their engineers for support.
如何使用 Dagster？
To use Dagster, you can get started with a free 30-day trial or book a demo. The platform allows you to develop and test pipelines, monitor data quality, track complete data lineage, and leverage metadata and source observability. It supports testing code in any development stage locally, enabling automatic deployment to staging environments and confident shipping of data and AI products faster.
比较 Fluidstack 和 Dagster 的优势
Fluidstack的核心功能
- Access to thousands of NVIDIA GPUs (H100, A100, H200, GB200)
- Fully managed infrastructure with Slurm and Kubernetes
- Large scale GPU clusters for training and inference
- On-demand GPU instances
- 24/7 support with 15-minute response times
- 99% uptime guarantee
Dagster的核心功能
- Data Orchestration
- Integrated Lineage and Observability
- Asset-based Orchestration
- Best-in-class Testability (local testing, branch deployments)
- Data Catalog & Quality
- Cost Tracking and Insights
比较使用案例
Fluidstack的使用案例
- Training large AI models
- Running inference at scale
- Deploying and managing GPU clusters
- Accelerating machine learning product development
Dagster的使用案例
- ETL/ELT Pipelines
- AI & Machine Learning Workflows
- Data Modernization
- Building Data Products
- Building Trustworthy AI Analytics
Fluidstack和Dagster的不同计划
Fluidstack
对不起，没有数据
Dagster
$10 per month
Perfect for personal projects and building simple pipelines. Includes 7.5k credits/month, 1 User, 1 Code location, 1 Deployment, 30-day free trial.
$100 per month
For production pipelines that scale, with role-based access control and catalog search. Includes 30k credits/month, Up to 3 Users, 5 Code locations, 1 Deployment, Catalog Search, 30-day free trial.
Contact Sales
For building and scaling large-scale data platforms. Includes Unlimited code locations, Unlimited deployments, Cost Tracking and Insights, Personalized Onboarding Support, Private Slack channel, Uptime SLAs, Custom Security Questionnaires.
Fluidstack的流量
Fluidstack 是月访问量为 91.5K 且平均访问时长为 00:01:43 的工具。 Fluidstack 的每次访问页数为 2.80，跳出率为 38.29%。
最新流量情况
| 月访问量 | 91.5K |
| 平均·访问时长 | 00:01:43 |
| 每次访问页数 | 2.80 |
| 跳出率 | 38.29% |
Dagster的流量
Dagster 是月访问量为 150.3K 且平均访问时长为 00:01:08 的工具。 Dagster 的每次访问页数为 2.09，跳出率为 44.27%。
最新流量情况
| 月访问量 | 150.3K |
| 平均·访问时长 | 00:01:08 |
| 每次访问页数 | 2.09 |
| 跳出率 | 44.27% |
地理位置
Fluidstack 的前 5 个国家/地区是：United States 85.94%, United Kingdom 5.40%, India 1.75%, Canada 1.34%, Spain 1.33%
Top 5 国家/地区
 | 85.94% |
 | 5.40% |
 | 1.75% |
 | 1.34% |
 | 1.33% |
地理位置
Dagster 的前 5 个国家/地区是：United States 14.44%, China 13.97%, United Kingdom 4.48%, Netherlands 3.81%, Germany 2.83%
Top 5 国家/地区
| 14.44% |
 | 13.97% |
| 4.48% |
 | 3.81% |
 | 2.83% |
流量来源
Fluidstack 的 6 个主要流量来源是：vs_sourcesSocialOrganic 38.56%, vs_sourcesSearchOrganic 31.80%, 直接访问 23.22%, 外链引荐 3.72%, 邮件 1.84%, vs_sourcesGenAi 0.86%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSocialOrganic | 38.56% |
vs_sourcesSearchOrganic | 31.80% |
直接访问 | 23.22% |
外链引荐 | 3.72% |
邮件 | 1.84% |
vs_sourcesGenAi | 0.86% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
流量来源
Dagster 的 6 个主要流量来源是：vs_sourcesSearchOrganic 49.80%, 直接访问 27.53%, 外链引荐 8.47%, vs_sourcesSearchPaid 6.98%, vs_sourcesSocialOrganic 2.77%, vs_sourcesGenAi 2.19%, vs_sourcesDisplayAds 1.06%, 邮件 1.05%, vs_sourcesSocialPaid 0.14%, vs_sourcesAffiliate 0.00%
vs_sourcesSearchOrganic | 49.80% |
直接访问 | 27.53% |
外链引荐 | 8.47% |
vs_sourcesSearchPaid | 6.98% |
vs_sourcesSocialOrganic | 2.77% |
vs_sourcesGenAi | 2.19% |
vs_sourcesDisplayAds | 1.06% |
邮件 | 1.05% |
vs_sourcesSocialPaid | 0.14% |
vs_sourcesAffiliate | 0.00% |
Fluidstack 或 Dagster哪个更好？
Dagster 可能比 Fluidstack 更受欢迎。如您所见，Fluidstack 每月有 91.5K 次访问，而 Dagster 每月有 150.3K 次访问。 所以更多的人选择了Dagster。 因此，人们很可能会在社交平台上更多地推荐 Dagster。
Fluidstack 的平均访问持续时间为 00:01:43，而 Dagster 的平均访问持续时间为 00:01:08。 此外，Fluidstack 的每次访问页面为 2.80，跳出率为 38.29%。 Dagster 的每次访问页面为 2.09，跳出率为 44.27%。
Fluidstack 的主要用户是United States, United Kingdom, India, Canada, Spain，分布如下：85.94%, 5.40%, 1.75%, 1.34%, 1.33%。
Dagster 的主要用户是 United States, China, United Kingdom, Netherlands, Germany，分布如下：14.44%, 13.97%, 4.48%, 3.81%, 2.83%。
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