Products

Comet.ml

AI-nativeMCP

The Fastest Path to Agents That Work

comet.ml AI Models & Agents / Prompts, Evals & LLM Observability

AI Benchmark
Desktop
Mobile
Monthly visits
17.9K
Down35.3%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$19/mo
Lower than 56% of peersNiche median $21.6/mo
Creators
Barak Ben Noon
No social account linked+2 more creators
Launched
8y ago
2018-04-05 · Est.

Traffic

Monthly visitsData through Oct 2026

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Show HN (3 pts · 1 comments)Launch

    CLIPDraw public AI art gallery built with Gradio and Comet

    Aug 5, 2021 · 5y agoLaunch page

  • Launched on Show HN (1 pts)Launch

    Comet Artifacts, data management for ML experimentation

    Jul 28, 2021 · 5y agoLaunch page

  • Launched on Show HN (16 pts · 3 comments)Launch

    Comet Panels – Custom visualizations for your ML experiments

    Aug 10, 2020 · 6y agoLaunch page

  • Launched on Product HuntLaunch

    Automatically track machine learning code and experiments

    Apr 5, 2018 · 8y agoLaunch page

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct40%
  • Organic Search33%
  • Referrals10%
  • Social6%
  • Other10%

Countries

  • United States27%
  • Brazil10%
  • India10%
  • Indonesia7%
  • Spain7%

Search

Domain authority —Domain registered 2023-07-17

KeywordMonthly volume
google colab2.8M
finbert6,500
google collaboratory590
marker tracking lens studio290
opensource iphone camera calculator app50

Traffic data: Vaneform

Pricing

Open Source
$0
Free Cloud
$0
Pro Cloud
$19/mo
Up to 50 team members · 100k spans per month · 60-day data retention
Enterprise
Unknown
Unlimited team members · Custom usage plans

Trial: None · 1 paid tier ($19) · Enterprise custom tier · Observed 2026-11-09 · Pricing page

Entry price $19/mo, Lower than 56% of peers; “Prompts, Evals & LLM Observability” median is $21.6/mo.View pricing benchmark

Pages & changes

Tracked since 2018-04-05

Key pages

Weekly snapshots
www.comet.com/site/ Snapshot 2026-11-09

Changes

No pricing, plan, or positioning changes detected since tracking started.

Design

First-screen visual analysis & :root CSS

Gradient Glow (Dark canvas, balanced density) featuring split copy & visual layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“The Fastest Path to Agents That Work”

Split Copy & Visual hero structure paired with start free / sign up CTA and customer / press logo strip.

Conversion path: Split Copy & Visual + Pure Typography & Geometry → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score7.9 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Roboto
Primary visual
Pure Typography & Geometry
Conversion CTA
Start Free / Sign Up
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Dark · 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: Gradient Glow (with Dark Developer)

Luminous radial glows and translucent glass panels, widely used across modern AI products.

## Design Tokens

```css
:root {
  --background: #02081b;
  --surface: #080d27;
  --foreground: #ffffff;
  --muted-foreground: #afafce;
  --accent: #6064ff;
  --radius: 8px;
  --font-heading: "Roboto", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Roboto", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #02081B (~69%) · Surface #080D27 (~18%) · Text #FFFFFF (~7%) · Muted Text #AFAFCE (~3%) · Accent #6064FF (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Outcome & Speed Promise
- Hero components: Customer Logo Wall, Metrics Strip
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Gradient Glow (Dark canvas, balanced density) featuring split copy & visual layout and pure typography & geometry visuals.

## Avoid

- Muddy low-contrast text over gradients
- Overuse of full-screen rainbow backgrounds
- Cluttered dense tables in the hero

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 Comet.ml cost?
Open Source: $0; Free Cloud: $0; Pro Cloud: $19/mo; Enterprise: Unknown. Observed 2026-11-09. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Comet.ml get?
Vaneform estimates 17.9K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Comet.ml and what platforms does it support?
Comet.ml is catalogued under Prompts, Evals & LLM Observability: The Fastest Path to Agents That Work. Supported platforms: MCP Server, CLI / SDK, API.

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