Platform Guide

Platform Guide

Each prompt is provided in four platform-specific variants. Understanding their strengths will help you get the best results.

🔵 Nano Banana 2 (Featured — Best Overall Quality)

Nano Banana 2 (powered by Gemini 3.1 Flash Image) is a major upgrade over the original. Treat it as a full-featured creative engine, not a quick-filter tool.

• Style: Detailed, structured natural language. Front-load the asset type and primary subject, then layer in style, lighting, and composition details.

• Strengths: Combines pro-model quality with flash-model speed. Supports multi-turn conversational refinement, search grounding (reference real-world subjects by name), accurate text rendering, character consistency (up to 5 characters), and output up to 4K resolution.

• Why It’s Featured: NB2 consistently produces the most detailed, accurate, and stylistically faithful results across all 57 styles in this library. Its conversational refinement loop means you can iterate toward perfection without re-writing your entire prompt.

• Key Tips:

  Tip	Details
  Be specific, not vague	NB2’s reasoning engine rewards precise descriptors for textures, colors, and lighting over generic adjectives
  Front-load important details	Place the asset type and primary subject at the beginning of your prompt
  Specify aspect ratios	Explicitly state the format: 16:9 for wallpapers, 3:4 for Instagram, 9:16 for stories, 1:1 for profile pictures
  Iterate conversationally	Refine with follow-ups: “Change the palette to warmer tones,” “Move the subject left,” “Add more texture to the background”
  Leverage search grounding	For real-world subjects, ask the model to reference accurate imagery: “Use image search to find accurate reference for [specific subject]“
  Use positive framing	Instead of “no cars,” describe the scene you do want: “empty, deserted street”
  Specify camera/lens	For photographic styles, include lens (85mm, 35mm, macro), aperture (f/1.8, f/8), and camera angle (low, eye-level, bird’s eye)
  Name your lighting	Use specific lighting terms: “Rembrandt lighting,” “golden hour,” “tungsten warm glow,” “volumetric fog”

ChatGPT (GPT-4o Image Generation)

Replaces the standalone DALL-E 3 model, which is deprecated as of May 2026.

• Style: Fully conversational, natural language. Describe your scene as if briefing an artist.
• Strengths: Excellent scene comprehension, precise spatial relationships, and iterative refinement through follow-up messages.
• Tips: Be specific about subject placement, lighting direction, and mood. You can assign it a persona (e.g., “Act as a professional product photographer”) for higher fidelity. Use follow-up messages to adjust individual elements without re-describing the whole scene.

Midjourney (V7)

V7 is the current default model. Parameters like --v 6.0 are no longer needed.

• Style: Natural language with parameters appended at the end. V7 has moved away from keyword stuffing toward descriptive sentences.

• Key Parameters:

  Parameter	Purpose	Example
  --ar	Aspect ratio	--ar 16:9, --ar 4:5
  --s	Stylization (0–1000). Low = literal, high = artistic	--s 250
  --no	Exclude elements (replaces negative prompts)	--no text, blur
  --cref	Character reference — maintains identity across images	--cref [URL]
  --sref	Style reference — applies the aesthetic of a reference image	--sref [URL]
  --iw	Image weight for reference influence (0–2)	--iw 1.5
  --chaos	Variation in initial grid (0–100)	--chaos 30

• Tips: Place the most important visual information first. Use --niji for anime and illustration styles.

Stable Diffusion (SDXL / SD 3.5)

• Style: Supports both keyword tags and natural language. Modern models (SDXL, SD 3.5) work best with descriptive sentences, structured as Subject → Action → Environment → Style/Lighting.
• Negative Prompts: Use sparingly and only for specific unwanted elements. Bloated negative prompt lists degrade output quality on modern models. Try generating without negatives first, then add targeted exclusions as needed.
• Tips: Avoid over-weighting (e.g., (keyword:1.5)) — use it to nudge, not force. Ensure your resolution matches the model’s native aspect ratio.

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