Products

modelmap

MCP

Paste a Hugging Face model id. See the whole network, watch a forward pass, and find out whether it fits on your GPU — no weights downloaded.

modelmap.cc SourceAI Models & Agents / Prompts, Evals & LLM Observability

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
lizhaoliu
GitHub @lizhaoliu
Launched
3mo ago
2026-08-18 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Show HN (101 pts · 10 comments)Launch

    Interactive, animated architecture of any HuggingFace models

    Aug 18 · 3mo agoLaunch page

    At the time: <5K visits/mo

Open Source & Agent Ecosystem

GitHub · MCP / Skill
lizhaoliu/modelmap
GitHub Stars
Public repo
Forks
—
License
See repository
Primary language
—
Browse peer open-source projects →

Agent, MCP & Developer Integration

MCP ServerCLI / SDKAPI
Integration docs
Ecosystem & integrations:
Hugging Face
Exposed tool capabilities:
Model VisualizationSee the whole networkWatch a forward passCompare ⌘K vs ⌘K
Browse all MCP Server products →

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct36%
  • Organic Search31%
  • Referrals12%
  • Social7%
  • Other14%

Countries

No data yet

Search

Domain authority —Domain registered 2026-08-18

KeywordMonthly volume
model and map display300
modelmap80

Traffic data: Vaneform

Pricing

Pricing page does not list plan prices.

Trial: None · Observed 2026-11-03 · Pricing page

Pages & changes

Tracked since 2026-08-19

Key pages

Weekly snapshots

Changes

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

Questions & evidence

How much website traffic does modelmap get?
Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source

Related products in this category

AI Models & Agents / Prompts, Evals & LLM Observability

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.