The Fastest Path to Agents That Work
comet.ml AI Models & Agents / Prompts, Evals & LLM Observability
- 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
- Launched
- 8y ago
- 2018-04-05 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsLaunched 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
- Ecosystem & integrations:
- LlamaIndexLangChainOpenAIGoogle ADKLangGraphCrewAIOpenTelemetryRagasHugging Face DatasetsGretel
Traffic sources
Traffic breakdown
Channels
- Direct40%
- Organic Search33%
- Referrals10%
- Social6%
- Other10%
Countries
- United States27%
- Brazil10%
- India10%
- Indonesia7%
- Spain7%
Search
Domain authority —Domain registered 2023-07-17
| Keyword | Monthly volume |
|---|---|
| google colab | 2.8M |
| finbert | 6,500 |
| google collaboratory | 590 |
| marker tracking lens studio | 290 |
| opensource iphone camera calculator app | 50 |
Traffic data: Vaneform
Pricing
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
Key pages
Weekly snapshotsChanges
No pricing, plan, or positioning changes detected since tracking started.
Design
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
- Outcome & Speed Promise
- Customer Logo Wall
- Metrics Strip
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Roboto
- Hero layout
- Split Copy & Visual
- 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.
Related products in this category
These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.
| Product | Entry price | Visits | Revenue |
|---|---|---|---|
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| LangfuseOpen Source Agent Evals &Observability | $29/mo | 722.9K | Undisclosed |
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| Pydantic LogfirePydantic Build agents you’ll actually ship to production | $49/mo | 454.4K | Undisclosed |