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Edit Text in Image Pro vs z image turbo

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Edit Text in Image Pro compared with z image turbo
DetailEdit Text in Image Pro logo Edit Text in Image Pro z image turbo
What it doesReplace words in images while matching the original font and background Ultra-fast text-to-image AI for creators and developers
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Paid
Pricing1,000 credits for $10 (approximately 100 images). A 1K edit is currently estimated at 10 credits. Credits never expire. Prices exclude VAT and local taxes. Creator: $15 (50% off $30) for 600 image generations, commercial use license, batch generation, priority support, credits valid for 1 year. Studio: $59 (50% off $118) for 3000 image generations, commercial use license, batch generation, priority support, credits valid for 1 year.
Key features
  • Replace text in JPG, PNG or WebP images
  • Edit flattened images without original layered design file
  • Font and background matching
  • Support for multiple languages
  • Live credit estimate before generation
  • Review results before downloading
  • Select specific text region with annotation
  • File storage for 15 days
  • Credits never expire
  • Turbo inference with latency-optimized sampling for rapid feedback loops and batch generation
  • Prompt and negative prompt guidance to control compositions and remove artifacts
  • High-resolution 1024px outputs with strong edges, textures and lighting control
  • One-click style presets including cinematic, product, portrait and illustration looks
  • History and downloads to keep recent generations and export results
  • Production-ready with observability, rate limits and safe defaults
  • 0.7 seconds average first-frame latency on A100 GPUs
  • 8-12GB VRAM friendly for local runs and lean cloud deployments
  • Commercial use license included with all plans
  • Batch generation capability for processing multiple images
What makes it different
  • AI preserves original typography and background while editing text
  • Works with flattened images, no design file needed
  • Multiple output resolutions and flexible credit system
  • Pay-as-you-go pricing with no subscription required
  • Exceptional speed with 0.7s first-frame latency enabling real-time creative workflows
  • Consistent character and style generation for maintaining visual coherence across batches
  • Low hardware requirements optimized for 8-12GB VRAM for local and cloud deployment
  • Production-ready reliability with observability and safe defaults for enterprise use
  • Commercial rights included enabling direct use of generated images in professional projects
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last check16 no change since last check
Trust Flow (Majestic)45
Citation Flow (Majestic)2517
Referring domains (Majestic)3135

5 details filled in for both companies.

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