Products

Bentoml

Uses AI

Inference On Your Terms

bentoml.com DiscordAI Models & Agents / Model Training & Inference Infrastructure

AI Benchmark
Desktop
Mobile
Monthly visits
112.8K
Down18.8%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
jasonwcfan
No social account linked
Launched
3y ago
2023-03-30 · Est.

Traffic

Monthly visitsData through Oct 2026
Events2 changes

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Show HN (63 pts · 8 comments)Launch

    Open-source ETL framework to sync data from SaaS tools to vector stores — Hey hacker news, we launched a few weeks ago as a GPT-powered chatbot for developer docs, and quickly realized that the value of what we’r…

    Mar 30, 2023 · 3y agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2023-03-30Source
Post excerpt:
Hey hacker news, we launched a few weeks ago as a GPT-powered chatbot for developer docs, and quickly realized that the value of what we’re doing isn’t the chatbot itself. Rather, it’s the time we save developers by automating the extraction of data from their SaaS tools (Github, Zendesk, Salesforce, etc) and helping transform it to contextually relevant chu

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Organic Search61%
  • Direct20%
  • Referrals16%
  • Other3%

Countries

  • United States27%
  • India16%
  • Brazil3%
  • Germany2%
  • Indonesia2%

Search

Domain authority 71Domain registered 2018-09-24

KeywordMonthly volume
chatgpt usage14.4K
bentoml1,970
how much usage with chat gpt220
nvidia chip performance comparison - ai130
can kokoro use laugh cough100

Traffic data: Vaneform

Pricing

Pricing page not identified yet, or no public pricing listed.

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots
Home
bentoml.com/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 14d ago

    Adopted technology: Google Tag ManagerFeatures

    —→Google Tag Manager

    At the time: 112.8K visits/mo1 concurrent move
  2. Nov 1 · 14d ago

    Removed technology: Google WorkspaceFeatures

    Google Workspace→—

    At the time: 112.8K visits/mo1 concurrent move

Design

First-screen visual analysis & :root CSS

3D Tactile (Dark canvas, airy density) featuring split copy & visual layout and 3d render / tactile object visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Inference On Your Terms”

Split Copy & Visual hero structure paired with start free / sign up CTA and no explicit trust bar.

Conversion path: Split Copy & Visual + 3D Render / Tactile Object → Start Free / Sign Up

  • Brand Manifesto & Curiosity

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
Inter
Primary visual
3D Render / Tactile Object
Conversion CTA
Start Free / Sign Up
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Dark · Airy
Corners & depth
Large 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: 3D Tactile (with Minimal Monochrome)

Rendered 3D objects, soft studio lighting, and tactile material depth.

## Design Tokens

```css
:root {
  --background: #1b2e24;
  --surface: #d8f5a4;
  --foreground: #ffffff;
  --muted-foreground: #c5d1c8;
  --accent: #c6f07a;
  --radius: 16px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #1B2E24 (~52%) · Surface #D8F5A4 (~12%) · Text #FFFFFF (~14%) · Muted Text #C5D1C8 (~8%) · Accent #C6F07A (~14%). 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 · Airy
- Border radius & elevation: Large Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: 3D Render / Tactile Object
- Conversion CTA: Start Free / Sign Up
- Headline hook: Brand Manifesto & Curiosity
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: 3D Tactile (Dark canvas, airy density) featuring split copy & visual layout and 3d render / tactile object visuals.

## Avoid

- Flat unstyled wireframes
- Cluttered text walls competing with the 3D focal point

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 website traffic does Bentoml get?
Vaneform estimates 112.8K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Bentoml and what platforms does it support?
Bentoml is catalogued under Model Training & Inference Infrastructure: Inference On Your Terms. Supported platforms: Web.

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