Substrate VS Clusy
Substrate VS Clusy 对比，Substrate 和 Clusy 有什麼區別？
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總結
Substrate 總結
The only inference API optimized for multi-step AI. Connect nodes from a curated library that includes optimized ML models, built-in file and vector storage, a code interpreter, and logical control flow.
Substrate 著陸頁
Clusy 總結
Clusy is an agent-native notebook platform for researchers and data teams to build, branch, run, and evaluate ML and data science workflows in the cloud. Describe a goal in natural language, and Clusy plans the workflow, sources datasets, preprocesses data, runs parallel experiments in replicated kernels, compares model architectures, and helps produce optimal models through a human-in-the-loop notebook experience.
Clusy 著陸頁
比較詳情
Substrate 詳細信息
| 類別 | AI 代理, AI API, AI 開發者工具, AI 工作流程, AI模型 |
| Substrate 網站 | https://www.substrate.run?utm_source=toolify |
| 添加時間 | 2024年7月10日 |
| Substrate 定價 | -- |
Clusy 詳細信息
| 類別 | AI 代理, AI助理, AI 數據分析應用, AI 程式碼助理 |
| Clusy 網站 | https://www.clusy.io?utm_source=toolify |
| 添加時間 | 2026年7月7日 |
| Clusy 定價 | -- |
使用對比
如何使用Substrate？
Users can describe their tasks by connecting components (nodes) within the Substrate platform. The platform automatically optimizes the workflow as a directed acyclic graph, merging nodes that can be run in a batch. Substrate provides SDKs in Python and TypeScript for building compound AI systems.
如何使用Clusy？
Start by describing your goal in plain language, then attach a dataset or connect your data source. Clusy turns the request into a workflow plan, writes and runs notebook cells on cloud CPU or GPU sandboxes, and lets you inspect, edit, branch, and re-run the results. You can also queue follow-up tasks while experiments are running and compare model versions side by side.
比較 Substrate 和 Clusy 的優點
Substrate 的核心功能
- Optimized AI models
- Vector storage
- Code interpreter
- Agentic control flow
- Automatic workload tuning
- Maximum parallelism
- Simple abstractions for compound AI
Clusy 的核心功能
- Natural-language workflow planning for ML and data science
- Dataset sourcing, inspection, preprocessing, and feature engineering
- Parallel experiments in replicated notebook kernels
- Branching notebooks to compare model architectures side by side
- Cloud CPU and GPU execution with managed sandboxes
- Human-in-the-loop notebook editing, inspection, and re-running
- Support for fine-tuning and model evaluation
比較用例
Substrate 的用例
- Building complex AI workflows by connecting modular building blocks
- Creating stories using language models and summarizing them
- Developing agentic AI applications
Clusy 的用例
- Fine-tune a model on an attached dataset and compare results across multiple experiments
- Build and run an end-to-end data preprocessing and feature engineering workflow from a single prompt
- Connect to Databricks or Snowflake tables and work directly on live data in a notebook
- Test different model architectures in parallel and choose the best performing one
Substrate 和 Clusy 之間的計劃不同
Substrate
Free with $50 starter credits, then $30/month + usage
8 node concurrency limit, Access to community Slack
$500/month + usage
64 node concurrency limit, Prioritized input to our roadmap
Contact sales
Maximum node concurrency limit, Custom models, Dedicated instances, Support via private Slack
Contact sales
Substrate runs on your cluster, Custom model deployments, Generated SDKs
Clusy
$0/month
Auto model on a CPU sandbox with 8 vCPU and 8 GB RAM; no credit card required.
$30/month
Open models and a GPU sandbox for heavier work; includes a monthly usage allowance and optional pay-as-you-go. Entry GPUs include T4, L4, and A10 up to 24 GB VRAM; up to 32 GB sandbox RAM.
$90/month
Every model, including Claude and GPT, plus mid-tier GPUs such as L40S and A100 up to 80 GB VRAM; up to 64 GB sandbox RAM; at least 4× the Plus monthly usage allowance.
$200/month
All models and every GPU at the highest limits; top-end GPUs including H100 and H200 up to 141 GB VRAM; up to 128 GB sandbox RAM; at least 12× the Plus monthly usage allowance.
Contact for pricing
Higher limits, dedicated capacity, SSO, and custom billing for teams.
Substrate 的流量
Substrate 是月访问量為 1.4K 且平均訪問時長為 00:00:41 的工具。 Substrate 的每次訪問頁數為 2.00，跳出率為 36.69%。
最新網站流量
| 月訪問量 | 1.4K |
| 平均訪問時長 | 00:00:41 |
| 每次訪問頁數 | 2.00 |
| 跳出率 | 36.69% |
Clusy 的流量
Clusy 是月访问量為 0 且平均訪問時長為 00:00:00 的工具。 Clusy 的每次訪問頁數為 0.00，跳出率為 0.00%。
最新網站流量
| 月訪問量 | 0 |
| 平均訪問時長 | 00:00:00 |
| 每次訪問頁數 | 0.00 |
| 跳出率 | 0.00% |
地理流量
The top 1 countries/regions for Substrate are:United States 100.00%
Top 1 Countries/regions
 | 100.00% |
地理流量
對不起，沒有數據
網站流量來源
Substrate 的 6 個主要流量來源是：郵件 0, vs_sourcesGenAi 0, 直接 0, vs_sourcesAffiliate 0, 引薦 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
郵件 | 0 |
vs_sourcesGenAi | 0 |
直接 | 0 |
vs_sourcesAffiliate | 0 |
引薦 | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
網站流量來源
Clusy 的 6 個主要流量來源是：郵件 0, vs_sourcesGenAi 0, 直接 0, vs_sourcesAffiliate 0, 引薦 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
郵件 | 0 |
vs_sourcesGenAi | 0 |
直接 | 0 |
vs_sourcesAffiliate | 0 |
引薦 | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Substrate 或 Clusy哪個更好？
Substrate 可能比 Clusy 更受歡迎。如您所見，Substrate 每月有 1.4K 次訪問，而 Clusy 每月有 0 次訪問。 所以更多的人選擇Substrate。 因此，人們很可能會在社交平台上更多地推薦 Substrate。
Substrate 的平均訪問持續時間為 00:00:41，而 Clusy 的平均訪問持續時間為 00:00:00。 此外，Substrate 的每次訪問頁面為 2.00，跳出率為 36.69%。 Clusy 的每次訪問頁面為 0.00，跳出率為 0.00%。
Substrate 的主要用戶是United States，分佈如下：100.00%。
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