AI Image Generation Models Compared — Kontext vs SeedDream vs Nano Banana

Overview of Influverse's image models

Influverse offers four distinct AI image generation models in the Image Studio, each built for a different use case. Rather than forcing you into a single model, you choose the one that best fits your creative need — and switch between them freely within the same session.

All models support multiple aspect ratios (TikTok 9:16, YouTube 16:9, Instagram 1:1, Facebook 4:3, Pinterest 3:4), so your content is always platform-ready. And all models use your character's profile image as a reference to maintain identity consistency across generations.

Additionally, Influverse has two character creation models — Nano Banana (photorealistic) and Influverse (artistic) — used specifically for creating new characters in the Library.

Reference-based models: best for character-consistent generation

Models: Nano Banana 2, SeedDream 4.5, Flux 2 Pro Edit — all reference-based for character consistency

Influverse's primary models (Nano Banana 2, SeedDream 4.5, Flux 2 Pro Edit) are designed for generating images that stay true to your character's face and identity. They use your character's profile image as a direct reference, ensuring the generated output looks like the same person in a different scene.

• • Best for: Character-consistent content — fashion shoots, lifestyle imagery, social media posts where facial identity must be preserved
• • Strengths: Excellent face preservation, high prompt adherence, clean output
• • Resolution: Up to 2K
• • Cost: 4 credits per image
• • Reference images: Uses profile image automatically (toggle on/off)

If you want your AI influencer to look like themselves in every post, the reference-based models are the default choice.

SeedDream 4.5: multi-reference, up to 4K

Model: ByteDance SeedDream v4.5

SeedDream 4.5 is Influverse's most versatile image model. It supports multi-reference generation — you can provide up to 10 reference images to guide the output — and produces images up to 4K resolution.

• • Best for: High-resolution content, multi-reference compositions, brand imagery, print-quality output
• • Strengths: 4K resolution, excellent with multiple reference images, beautiful lighting and detail
• • Resolution: 2K and 4K
• • Cost: 2 credits per image (the most affordable model)
• • Reference images: Up to 10 images for multi-reference guidance

SeedDream is ideal when you need the highest resolution output or want to combine multiple visual references into a single generation. At just 2 credits per image, it's also the most cost-effective model for batch content production.

Nano Banana 2: semantic editing via Gemini

Model: Nano Banana 2 (Gemini 3 Pro Image)

Nano Banana 2 is fundamentally different from the other models — it's a semantic image editor rather than a pure generator. You provide a reference image and a prompt describing what to change, and it intelligently modifies the image while preserving everything else.

• • Best for: Outfit changes, background swaps, accessory additions, style transformations — without regenerating the entire image
• • Strengths: Precise editing control, preserves unmodified regions, supports up to 5 reference images, resolutions from 0.5K to 4K
• • Resolution: 0.5K / 1K / 2K / 4K (tiered pricing)
• • Cost: 3–7 credits depending on resolution
• • Reference images: Up to 5 images

Use Nano Banana 2 when you have a great image and want to tweak specific elements — change the outfit, swap the background, add sunglasses — without starting from scratch.

Influverse model: artistic character style

Model: Influverse (Midjourney-style aesthetic)

The Influverse model produces images with an artistic, editorial aesthetic similar to Midjourney. It's used primarily for character creation but also available for image generation — ideal when you want a more stylised, less photorealistic look.

• • Best for: Artistic character designs, editorial-style content, stylised social media posts
• • Strengths: Beautiful artistic aesthetic, unique visual style that stands out from photorealistic content
• • Cost: 4 credits per image

Choose Influverse when you want your content to have a distinctive artistic flair rather than photorealism.

When to use which model

Quick decision guide based on your goal:

• “I want my character in a new scene” → Kontext — Best face preservation, 4 credits
• “I need the highest resolution possible” → SeedDream 4.5 — Up to 4K, only 2 credits
• “I want to edit an existing image” → Nano Banana 2 — Semantic editing, 3–7 credits
• “I want an artistic/editorial look” → Influverse — Midjourney-style aesthetic, 4 credits
• “I need to batch-produce 50 images cheaply” → SeedDream 4.5 — 2 credits × 50 = 100 credits total
• “I want to change just the outfit” → Nano Banana 2 — Edit without regenerating the whole image

There's no wrong choice — you can switch models freely and even use different models for different parts of the same content campaign.

Quality and credit cost comparison

All models are available on every plan, including the free Starter plan (20 credits). The only difference between plans is the monthly credit allocation: Creator ($19/mo, 380 credits), Pro ($49/mo, 980 credits), and Max ($99/mo, 1,980 credits).