SwanLab
AI experiment platform that provides experiment management, training visualization, deep learning, machine learning, hyper parameter tracking, metric recording, and AI team collaboration tools to improve the efficiency of AI model development.
swanlab.cn Source★ 1,964Apache-2.0AI Models & Agents / Prompts, Evals & LLM Observability
- Monthly visits
- 200.3K
- Up13.1%MoMSep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Unknown
- Freemium model, plan pricing not identified yet
- Launched
- 3y ago
- 2023-11-13 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsNew product launchLaunch
Nov 13, 2023 · 3y agoWebsite
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 1,964
- Forks
- 100
- License
- Apache-2.0
- Primary language
- Python
Agent, MCP & Developer Integration
CLI / SDK- Ecosystem & integrations:
- TransformersPyTorch LightingUltralyticsSwiftMMEngineKerasStable Baseline3Jupyter Notebook
- Exposed tool capabilities:
- 实验跟踪、版本管理和可视化团队协作训练分析完整过程,复现开源项目与发掘科研灵感训练可视化自动日志记录超参数记录
Traffic sources
Traffic breakdown
Channels
- Direct82%
- Organic Search6%
- Referrals5%
- Social4%
- Other3%
Countries
- China73%
- Singapore11%
- Switzerland7%
- Hong Kong4%
- Taiwan2%
Search
Domain authority 39Domain registered 2023-11-13
| Keyword | Monthly volume |
|---|---|
| lerobot | 18.4K |
| swanlab | 1,270 |
| swanlab.cn profit revenue | 70 |
| sd1.5 底模 | — |
| lerobot教程 | — |
Traffic data: Vaneform
Pricing
Trial: None · Enterprise custom tier · Observed 2026-11-11 · Pricing page
Pages & changes
Key pages
Weekly snapshotsChanges
Design
Minimal Monochrome (Light canvas, balanced density) featuring centered headline + cta layout and product ui screenshot / component visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“记录.对比.协作.”
Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.
Conversion path: Centered Headline + CTA + Product UI Screenshot / Component → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip
- Category Positioning Anchor
- Large Hero Product Shot
- Customer Logo Wall
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 7.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Inter
- Hero layout
- Centered Headline + CTA
- Primary visual
- Product UI Screenshot / Component
- Conversion CTA
- Start Free / Sign Up
- Social proof
- Customer / Press Logo Strip
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Balanced
- Corners & depth
- Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #fafafa;
--surface: #eeeeee;
--foreground: #070708;
--muted-foreground: #77777d;
--accent: #3478e5;
--radius: 8px;
--font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
--font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #FAFAFA (~74%) · Surface #EEEEEE (~15%) · Text #070708 (~6%) · Muted Text #77777D (~3%) · Accent #3478E5 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Balanced
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Category Positioning Anchor
- Hero components: Large Hero Product Shot, Customer Logo Wall
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Minimal Monochrome (Light canvas, balanced density) featuring centered headline + cta layout and product ui screenshot / component visuals.
## Avoid
- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much does SwanLab cost?
- 个人社区版: ¥0 /月; 企业私有部署: Unknown; 代运维私有部署: Unknown. Observed 2026-11-11. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does SwanLab get?
- Vaneform estimates 200.3K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is SwanLab and what platforms does it support?
- SwanLab is catalogued under Prompts, Evals & LLM Observability: SwanLab is an AI experiment platform that provides experiment management, training visualization, deep learning, machine learning, hyper parameter tracking, metric recording, and AI team collaboration tools to improve the efficiency of AI model development.. Supported platforms: CLI / SDK.
- Is SwanLab open source?
- SwanLab has a public repository (https://github.com/SwanHubX/SwanLab) under the Apache-2.0 license, recording 1,964 GitHub stars.Source
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