ApX Machine Learning
MCPOpen-weight AI deployment and engineering
apxml.com AI Models & Agents / Model Training & Inference Infrastructure
- Monthly visits
- 252.4K
- Down6.5%MoMOct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $19/mo
- Lower than 57% of peersNiche median $20/mo
- Launched
- 2y ago
- 2024-10-20 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsMCP Server & Agent Ecosystem
- Exposed tool capabilities:
- Model Fine-TuningGPU Cluster ManagementVRAM & Serving CalculatorModel & Hardware SpecsReference Library
Traffic sources
Traffic breakdown
Channels
- Organic Search59%
- Direct27%
- Referrals7%
- Social5%
- Other1%
Countries
- United States14%
- India10%
- China9%
- Italy7%
- Germany5%
Search
Domain authority 56Domain registered 2024-01-30
| Keyword | Monthly volume |
|---|---|
| llama.cpp | 97.4K |
| gpt-6 luna | 23.9K |
| can i run this llm | 2,580 |
| gpt 6 luna local | 340 |
| qwen3.5 9b hardware | 150 |
Traffic data: Vaneform
Pricing
Trial: None · Free tier included · 2 paid tiers ($19–$99) · Up to 17% off annually · Observed 2026-11-11 · Pricing page
Entry price $19/mo, Lower than 57% of peers; “Model Training & Inference Infrastructure” median is $20/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshotsChanges
- Nov 1 · 14d ago
Homepage headline (H1) changed to “Model LLM memory, throughput, and latency before provisioning compute.”Positioning
The Most Comprehensive Resource for AI Students, Developers, and Researchers→Model LLM memory, throughput, and latency before provisioning compute.
At the time: 252.4K visits/mo7 concurrent moves
Design
Minimal Monochrome (Light canvas, airy density) featuring centered headline + input layout and interactive hero demo / tool visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“Open-weight AI deployment and engineering”
Centered Headline + Input hero structure paired with direct input / instant try CTA and user count, rating, or key metrics.
Conversion path: Centered Headline + Input + Interactive Hero Demo / Tool → Direct Input / Instant Try · Trust bar: User Count, Rating, or Key Metrics
- Category Positioning Anchor
- Centered Prompt / Input
- Metrics Strip
Palette · click to copy
- Typography
- 7.0
- Color & Contrast
- 7.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 7.0
- Distinctiveness
- 6.0
Structure
- Fonts
- -apple-system
- Hero layout
- Centered Headline + Input
- Primary visual
- Interactive Hero Demo / Tool
- Conversion CTA
- Direct Input / Instant Try
- Social proof
- User Count, Rating, or Key Metrics
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Airy
- Corners & depth
- Pill · 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 (with Soft & Friendly)
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #ffffff;
--surface: #f3f3f3;
--foreground: #000000;
--muted-foreground: #858b97;
--accent: #5f3dc4;
--radius: 9999px;
--font-heading: "-apple-system", ui-sans-serif, system-ui, sans-serif;
--font-body: "-apple-system", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #FFFFFF (~74%) · Surface #F3F3F3 (~15%) · Text #000000 (~6%) · Muted Text #858B97 (~3%) · Accent #5F3DC4 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Centered Headline + Input
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Pill; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Interactive Hero Demo / Tool
- Conversion CTA: Direct Input / Instant Try · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Category Positioning Anchor
- Hero components: Centered Prompt / Input, Metrics Strip
- Spatial layout notes: Centered Headline + Input hero structure paired with direct input / instant try CTA and user count, rating, or key metrics.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring centered headline + input layout and interactive hero demo / tool 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 ApX Machine Learning cost?
- Basic: Free; Pro: $19/mo (annual billing available); Pro+: $99/mo (annual billing available). Observed 2026-11-11. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does ApX Machine Learning get?
- Vaneform estimates 252.4K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is ApX Machine Learning and what platforms does it support?
- ApX Machine Learning is catalogued under Model Training & Inference Infrastructure: Open-weight AI deployment and engineering. Supported platforms: MCP Server, API.
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