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How to compare image models with a leaderboard and video with Edit Drift

Generate a report and side-by-side videos for every model you scored.

Short answer: Score each model's results; then build the report with editdrift report benchmarks/milk results/milk --out report; make a side-by-side video with editdrift video. All steps.

Who it is forA team presenting model choices to stakeholders.

The problemNumbers alone do not show how drift looks.

The outcomeA leaderboard, drift curves and comparison videos.

What you need first

  • Python with pip
  • Outputs from the image models you want to compare

Steps

  1. Score each model's results
  2. Build the report with editdrift report benchmarks/milk results/milk --out report
  3. Make a side-by-side video with editdrift video
  4. Share the report

Prompt for your agent

Run `editdrift report benchmarks/milk results/milk --out report` and summarize the ranking. Create a side-by-side video of the top two models.

Caveat. Comparisons are only fair when every model used the same edits in order.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for MegaTroll222/edit-drift and "Compare image models with a leaderboard and video"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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