HumanLayer VS Clusy
Compare HumanLayer VS Clusy, ¿cuál es la diferencia entre HumanLayer y Clusy?
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Resumir
HumanLayer resumir
HumanLayer is an API and SDK that enables tool-calling AI Agents to contact humans for help, feedback, and approvals.
Página de destino de HumanLayer
Clusy resumir
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.
Página de destino de Clusy
Comparar detalles
detalles de HumanLayer
| Categorías | Agencia AI, API de AI, Herramientas de IA para Desarrolladores, Flujo de trabajo AI, Modelos de Lenguaje Grandes LLMs |
| Sitio web de HumanLayer | https://humanlayer.dev?utm_source=toolify |
| Tiempo agregado | Diciembre 07 2024 |
| Precios de HumanLayer | -- |
detalles de Clusy
| Categorías | Agencia AI, Asistente de AI, AI para Análisis de Datos, Asistente de código AI |
| Sitio web de Clusy | https://www.clusy.io?utm_source=toolify |
| Tiempo agregado | Julio 07 2026 |
| Precios de Clusy | -- |
Comparación de uso
¿Cómo usar HumanLayer?
Integrate the HumanLayer SDK into your AI agent workflow. Use the @hl.require_approval() decorator to block function calls requiring human oversight. Contact humans through various channels and route approvals to specific teams or individuals.
¿Cómo usar 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.
Comparar Pros entre HumanLayer y Clusy
Características principales de HumanLayer
- Require Human Approval for Function Calls
- OmniChannel Contact (Slack, Email, Discord)
- Advanced Approval Workflows with Escalations and Timeouts
- Human as Tool (hl.human_as_tool())
- Granular Routing of Approvals
- LLM and Framework Agnostic
Características principales de Clusy
- 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
Comparar casos de uso
Casos de uso para HumanLayer
- AI agents requiring human approval for critical decisions.
- Workflows needing human feedback to improve agent performance.
- Agentic AI workflows that need human oversight for production-grade reliability.
- Automated lead generation with human feedback on lead quality.
Casos de uso para Clusy
- 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
Plan diferente entre HumanLayer y Clusy
HumanLayer
$0/month
Free forever for Hackers and Tinkerers. Works with all popular frameworks. 100 operations/month. Pay as you go ($20/200 addt'l). Send to Slack, Email, Discord. Up to 10 active users. Limited Data Retention.
$500/month
Collaborate and scale. Remove HumanLayer Branding (BYO app/keys). Includes 2000 operations/month ($18/200 add'l). Advanced Approval Workflows w/ Escalations and Timeouts. Learning and Auto Approvals. Channels for MSTeams, SMS, RCS. Priority Support. 180-day retention on feedback datasets export.
Custom
Deploy into your Private VPC or on-prem. RBAC and SSO support. Volume discounts. Custom notification channels. Expert Advice on custom-built agents for sales, marketing, hiring, and more.
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.
Tráfico de HumanLayer
HumanLayer es el que tiene 139.2K visitas mensuales y 00:00:30 Promedio de duración de la visita. HumanLayer tiene una página por visita de 1.62 y una tasa de rebote de 46.40%.
Tráfico más reciente
| Visitas mensuales | 139.2K |
| Duración media de la visita | 00:00:30 |
| Páginas por visita | 1.62 |
| Tasa de rebote | 46.40% |
Tráfico de Clusy
Clusy es el que tiene 0 visitas mensuales y 00:00:00 Promedio de duración de la visita. Clusy tiene una página por visita de 0.00 y una tasa de rebote de 0.00%.
Tráfico más reciente
| Visitas mensuales | 0 |
| Duración media de la visita | 00:00:00 |
| Páginas por visita | 0.00 |
| Tasa de rebote | 0.00% |
Tráfico geográfico
Los principales 5 países/regiones para HumanLayer son:United States 21.29%, Vietnam 12.86%, India 3.96%, Germany 3.78%, South Korea 3.72%
Top 5 Países/regiones
 | 21.29% |
 | 12.86% |
 | 3.96% |
 | 3.78% |
 | 3.72% |
Tráfico geográfico
Lo siento, no hay datos.
Fuentes de tráfico
Las 6 principales fuentes de tráfico a HumanLayer son:vs_sourcesSearchOrganic 38.03%, Directo 32.60%, Referidos 14.67%, vs_sourcesSocialOrganic 9.43%, vs_sourcesGenAi 4.53%, Correo 0.74%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 38.03% |
Directo | 32.60% |
Referidos | 14.67% |
vs_sourcesSocialOrganic | 9.43% |
vs_sourcesGenAi | 4.53% |
Correo | 0.74% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Fuentes de tráfico
Las 6 principales fuentes de tráfico a Clusy son:Correo 0, vs_sourcesGenAi 0, Directo 0, vs_sourcesAffiliate 0, Referidos 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Correo | 0 |
vs_sourcesGenAi | 0 |
Directo | 0 |
vs_sourcesAffiliate | 0 |
Referidos | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
¿Qué es mejor: HumanLayer o Clusy?
HumanLayer podría ser un poco más popular que Clusy. Como puede ver, HumanLayer tiene 139.2K visitas mensuales, mientras que Clusy tiene 0 visitas mensuales. Entonces, más personas eligen HumanLayer. Entonces, lo más probable es que las personas recomienden HumanLayer más en las plataformas sociales.
HumanLayer tiene una duración promedio de visita de 00:00:30, mientras que Clusy tiene una duración promedio de visita de 00:00:00. Además, HumanLayer tiene una página por visita de 1.62 y una tasa de rebote de 46.40%. Clusy tiene una página por visita de 0.00 y una tasa de rebote de 0.00%.
Los principales usuarios de HumanLayer son United States, Vietnam, India, Germany, South Korea, con la siguiente distribución: 21.29%, 12.86%, 3.96%, 3.78%, 3.72%.
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