The Text Problem in AI
Most AI image generators struggle with text. You ask for "a coffee shop sign saying LUNA CAFE" and get something like "LUMA CAEF." This is because diffusion models don't understand language — they learn visual patterns, and text requires precise character-level understanding.
Best Models for Text
- Ideogram v3: Purpose-built for text rendering. The most reliable for clean, readable text in images. Best for: logos, signs, posters, business cards.
- GPT Image 2: OpenAI's model handles text reasonably well thanks to its multimodal training.
- Flux Pro: Better than SDXL at text but still not perfect. Works for short words (1-3 words).
- SDXL / SD 1.5: Poor text rendering. Avoid if text is important.
Tips for Better Text
- Use quotes: Put the text in quotes in your prompt:
a neon sign saying "OPEN 24/7" - Keep it short: 1-3 words work best. Longer text = more errors.
- Specify the font style: "bold sans-serif", "elegant script", "hand-lettered"
- Use Ideogram v3 for anything text-heavy
- Post-process: Generate the image without text, then add text in Canva/Photoshop for perfect results.