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Lightly
Gestión de Datos · 52.7K visitas mensuales

Lightly es una suite integral de visión por computadora para equipos de aprendizaje automático. Agiliza todo el ciclo de vida del desarrollo de modelos, desde la curación y selección inteligente de datos en dispositivos de borde hasta el preentrenamiento y ajuste fino de modelos eficientes y sin etiquetas. Al centrarse en los datos más valiosos, Lightly ayuda a construir modelos de IA más precisos y listos para producción más rápido, reduciendo significativamente los costos de etiquetado y almacenamiento de datos.

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Ultralytics
Aprendizaje Automático · 1.1M visitas mensuales

Ultralytics es una empresa líder en IA de Visión, creadora de los mundialmente famosos modelos YOLO (You Only Look Once). Proporcionan un ecosistema completo, que incluye el framework de código abierto YOLOv8 y Ultralytics HUB, una plataforma sin código para entrenar y desplegar modelos de IA.

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Lightly vs Ultralytics: precios, funciones y tráfico

Compara Lightly y Ultralytics por posicionamiento, precio, capacidades, tráfico y opiniones.

Actualizado 5 ago 2026

Resumen del producto

Lightly Resumen del producto

Lightly es una suite integral de visión por computadora para equipos de aprendizaje automático. Agiliza todo el ciclo de vida del desarrollo de modelos, desde la curación y selección inteligente de datos en dispositivos de borde hasta el preentrenamiento y ajuste fino de modelos eficientes y sin etiquetas. Al centrarse en los datos más valiosos, Lightly ayuda a construir modelos de IA más precisos y listos para producción más rápido, reduciendo significativamente los costos de etiquetado y almacenamiento de datos.

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Ultralytics Resumen del producto

Ultralytics es una empresa líder en IA de Visión, creadora de los mundialmente famosos modelos YOLO (You Only Look Once). Proporcionan un ecosistema completo, que incluye el framework de código abierto YOLOv8 y Ultralytics HUB, una plataforma sin código para entrenar y desplegar modelos de IA.

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Detailed feature comparison

FeatureLightlyUltralytics
Categoría principalGestión de DatosAprendizaje Automático
Añadido2025-08-122025-08-05
PrecioFreemiumFreemium
Sitio oficialwww.lightly.aiwww.ultralytics.com
Tipo de productoSitio webSitio web
Performance data
ValoraciónSin verificarSin verificar
Comentarios00
Visitas mensuales52.7K1.1M
Crecimiento mensual-16.7%-3.9%
Favoritos113100
DetailsVer detallesVer detalles

Lightly vs Ultralytics monthly traffic

Compare Lightly and Ultralytics by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.

How to interpret the traffic data

In the Lightly vs Ultralytics monthly traffic comparison, Lightly currently shows 52.7K visits and Ultralytics shows 1.1M; Ultralytics has about 19.9 times the visible traffic of Lightly, an absolute difference of about 997.3K visits. This reflects visible reach, not feature quality or paid users.

Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.

Lightly monthly traffic:

Latest traffic

Visitas mensuales
52.7K
Duración media
0:36
Páginas por visita
1.82
Tasa de rebote
40.91%
Data updated 2026-06-15

Monthly traffic trend

  • 2025/9: 53.4K Visitas mensuales
  • 2026/1: 64.9K Visitas mensuales
  • 2026/2: 52.1K Visitas mensuales
  • 2026/3: 60.5K Visitas mensuales
  • 2026/4: 63.3K Visitas mensuales
  • 2026/5: 52.7K Visitas mensuales

Regiones principales

Top 5 countries/regions
Country/regionPercentageTraffic
🇺🇸United States48.2%25.4K
🇨🇭Switzerland16.4%8.6K
🇩🇪Germany14.61%7.7K
🇻🇳Vietnam11.08%5.8K
🇮🇳India9.71%5.1K

Fuentes de tráfico

Source typePercentageTraffic
Referido55.44%29.2K
Directo40.75%21.5K
Correo electrónico3.81%2K

Palabras clave

dinov2dinov3efficient ai for vlms courselightlywhat is it called when you use a pretrained model adn train with it

Ultralytics monthly traffic:

Latest traffic

Visitas mensuales
1.1M
Duración media
2:53
Páginas por visita
5.46
Tasa de rebote
42.12%
Data updated 2026-06-15

Monthly traffic trend

  • 2025/9: 1.1M Visitas mensuales
  • 2026/1: 1.2M Visitas mensuales
  • 2026/2: 1M Visitas mensuales
  • 2026/3: 1.1M Visitas mensuales
  • 2026/4: 1.1M Visitas mensuales
  • 2026/5: 1.1M Visitas mensuales

Regiones principales

Top 5 countries/regions
Country/regionPercentageTraffic
🇨🇳China45.58%478.6K
🇺🇸United States19.56%205.4K
🇮🇳India16.6%174.3K
🇻🇳Vietnam9.45%99.2K
🇯🇵Japan8.81%92.5K

Fuentes de tráfico

Source typePercentageTraffic
Directo69.12%725.8K
Referido29.03%304.8K
Correo electrónico1.85%19.4K

Palabras clave

ultralyticsultralytics yoloyoloyolo26yolov8
Traffic-based selection guidance: If public market visibility is an important first-pass criterion, investigate Ultralytics first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.

Usage comparison

Compare the core capabilities of Lightly and Ultralytics

Lightly Core features

Aprendizaje Automático
Gestión de Datos
Automatización

Ultralytics Core features

Aprendizaje Automático
Plataforma No-Code

Use cases

Lightly Use cases

visión artificial
aprendizaje automático
MLOps
Aprendizaje activo
Curación de datos
Etiquetado de datos
gestión de conjuntos de datos
IA de borde
Modelos fundacionales
Aprendizaje autosupervisado

Ultralytics Use cases

visión artificial
aprendizaje automático
MLOps
Modelo de IA
análisis de datos
reconocimiento de imagen
Segmentación de Instancia
IA sin código
Detección de objetos
Estimación de pose
YOLO
YOLOv8

Lightly vs Ultralytics：In-depth comparison and selection guidance

First decide whether the products solve the same kind of need

This in-depth Lightly vs Ultralytics comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Lightly is primarily listed under “Gestión de Datos”, while Ultralytics is primarily listed under “Aprendizaje Automático”, so the first decision is whether your actual task matches their recorded scope.

The structured fields currently show these decision-relevant differences: Primary category (Lightly: Gestión de Datos; Ultralytics: Aprendizaje Automático); Monthly visits (Lightly: 52.7K; Ultralytics: 1.1M); Monthly growth (Lightly: -16.7%; Ultralytics: -3.9%); Favorites (Lightly: 113; Ultralytics: 100); Website (Lightly: www.lightly.ai; Ultralytics: www.ultralytics.com). These facts are more useful for selection than brand visibility alone.

What market visibility and monthly traffic mean

In the Lightly vs Ultralytics monthly traffic comparison, Lightly currently shows 52.7K visits and Ultralytics shows 1.1M; Ultralytics has about 19.9 times the visible traffic of Lightly, an absolute difference of about 997.3K visits. This reflects visible reach, not feature quality or paid users.

Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.

If public market visibility is an important first-pass criterion, investigate Ultralytics first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.

Product positioning, use cases, and roles

Lightly and Ultralytics currently overlap in shared categories: Aprendizaje Automático; shared tags: visión artificial, aprendizaje automático y MLOps. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.

Lightly's unique categories/tags are Gestión de Datos, Automatización, Aprendizaje activo, Curación de datos, Etiquetado de datos, gestión de conjuntos de datos, IA de borde y Modelos fundacionales; Ultralytics's are Plataforma No-Code, Modelo de IA, análisis de datos, reconocimiento de imagen, Segmentación de Instancia, IA sin código, Detección de objetos y Estimación de pose. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.

What ratings, comments, and favorites can tell you

Lightly has no verified rating, 0 comments, 113 favorites, and 105 likes；Ultralytics has no verified rating, 0 comments, 100 favorites, and 104 likes。

Neither product has enough rating or comment samples for a credible reputation ranking.

Selection guidance by actual need

When to evaluate Lightly first

Put Lightly on the priority trial list when the task aligns with “Gestión de Datos” and especially Gestión de Datos, Automatización, Aprendizaje activo, Curación de datos, Etiquetado de datos y gestión de conjuntos de datos. This follows recorded positioning and does not imply unlisted capabilities are absent.

Lightly also currently records: pricing is freemium, product type is website, 52.7K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.

When to evaluate Ultralytics first

Put Ultralytics on the priority trial list when the task aligns with “Aprendizaje Automático” and especially Plataforma No-Code, Modelo de IA, análisis de datos, reconocimiento de imagen, Segmentación de Instancia e IA sin código. This follows recorded positioning and does not imply unlisted capabilities are absent.

Ultralytics also currently records: pricing is freemium, product type is website, 1.1M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.

How to validate the recommendation before deciding

The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Lightly and Ultralytics, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.

Preguntas frecuentes

How should I choose between Lightly and Ultralytics?
Compare positioning, pricing, taxonomy, and traffic maturity, then verify the latest details on each official website.
Where does this comparison data come from?
The factual baseline is derived from product, taxonomy, traffic, and community data. Reviewed editorial conclusions show their source and verification date.
What do unknown fields mean?
Unknown means there is not enough reliable evidence; the page does not fill gaps with assumptions.