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Benchmark Card

Share your benchmark results as a beautiful, branded image. One command generates a card you can post on Reddit, X, Discord, or any social platform.

Quick start

asiai bench --quick --card --share    # Bench + card + share in ~15 seconds
asiai bench --card --share            # Full bench + card + share
asiai bench --card                    # SVG + PNG saved locally

Example

Benchmark card example

What you get

A 1200x630 dark-themed card (OG image format, optimized for social media) containing:

  • Hardware badge — your Apple Silicon chip prominently displayed (top-right)
  • Model name — which model was benchmarked
  • Engine comparison — terminal-style bar chart showing tok/s per engine
  • Winner highlight — which engine is faster and by how much
  • Metric chips — tok/s, TTFT, stability rating, VRAM usage
  • asiai branding — logo mark + "asiai.dev" pill badge

The format is designed for maximum readability when shared as a thumbnail on Reddit, X, or Discord.

How it works

asiai bench --card --share
        │
        ▼
  ┌──────────┐     ┌──────────────┐     ┌──────────────┐
  │ Benchmark │────▶│ Generate SVG │────▶│  Save local   │
  │  (normal) │     │  (zero-dep)  │     │ ~/.local/     │
  └──────────┘     └──────┬───────┘     │ share/asiai/  │
                          │             │ cards/         │
                          ▼             └──────────────┘
                   ┌──────────────┐
                   │ --share ?    │
                   │ Submit bench │
                   │ + get PNG    │
                   └──────┬───────┘
                          │
                          ▼
                   ┌──────────────┐
                   │ Shareable    │
                   │ URL + PNG    │
                   │ downloaded   │
                   └──────────────┘

Local mode (default)

SVG generated locally with zero dependencies — no Pillow, no Cairo, no ImageMagick. Pure Python string templating. Works offline.

Cards are saved to ~/.local/share/asiai/cards/. SVG is perfect for previewing locally, but Reddit, X, and Discord require PNG — add --share to get a PNG and a shareable URL.

Share mode

When combined with --share, the benchmark is submitted to the community API, which generates a PNG version server-side. You get:

  • A PNG file downloaded locally
  • A shareable URL at asiai.dev/card/{submission_id}

Use cases

Reddit / r/LocalLLaMA

"Just benched Qwen 3.5 on my M4 Pro — LM Studio 2.4x faster than Ollama" [attach card image]

Benchmark posts with images get 5-10x more engagement than text-only posts.

X / Twitter

The 1200x630 format is the exact OG image size — it displays perfectly as a card preview in tweets.

Discord / Slack

Drop the PNG in any channel. The dark theme ensures readability on dark-mode platforms.

GitHub README

Display your personal benchmark results in your GitHub profile README:

![My LLM benchmarks](asiai-card.png)

Combine with --quick

For fast sharing:

asiai bench -Q --card --share

This runs a single prompt (~15 seconds), generates the card, and shares — perfect for quick comparisons after installing a new model or upgrading an engine.

Design philosophy

Every shared card includes the asiai branding. This creates a viral loop:

  1. User benchmarks their Mac
  2. User shares the card on social media
  3. Viewers see the branded card
  4. Viewers discover asiai
  5. New users benchmark and share their own cards

This is the Speedtest.net model adapted for local LLM inference.