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Image Gen Compare

Side-by-side comparison of paid vs local image generation models — DALL-E 3, FLUX.1-schnell, Gemini Imagen, and others. Generates images from the same prompt...

v1.0.0
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Description


name: image-gen-compare version: 1.0.0 description: Side-by-side comparison of paid vs local image generation models — DALL-E 3, FLUX.1-schnell, Gemini Imagen, and others. Generates images from the same prompt, logs metadata, and stores run history. Use when evaluating which image model to use for a project. metadata: {"openclaw": {"emoji": "🖼️", "requires": {"bins": ["python3"], "env": ["OPENAI_API_KEY"]}, "primaryEnv": "OPENAI_API_KEY", "network": {"outbound": true, "reason": "Calls OpenAI DALL-E API for paid image generation. Local models (FLUX via mflux) run on-device."}}}

Image Gen Compare

Generate images from the same prompt across multiple models and compare results. Tracks costs, generation time, and quality for informed model selection.

Supported Models

Model Type Cost Speed (M4)
DALL-E 3 Cloud (OpenAI) ~$0.04-0.08/img 5-10s
FLUX.1-schnell Local (mflux) Free ~105s
Gemini Imagen 4.0 Cloud (Google) $0.04-0.13/img 3-8s
SDXL-Turbo Local (diffusers) Free ~15s (512px)

Usage

python3 scripts/image_gen_compare.py --prompt "cyberpunk alley at night"
python3 scripts/image_gen_compare.py --model dalle3  # Single model
python3 scripts/image_gen_compare.py --list           # Previous runs

Key Lesson

Gemini (Imagen 4.0) beats fine-tuned SD 1.5 with zero training. Use commercial APIs for production quality; local models for experimentation, privacy, and offline use.

Files

  • scripts/image_gen_compare.py — Comparison script with metadata logging

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Compatible Platforms

Pricing

Free

Related Configs