Flux 2 vs Grok Imagine
Product-on-model and online store imagery — see how these models compare with real AI-generated outputs.
Full comparisonCompare Models (select 4)
For e-commerce photography, the best image model is the one that can reliably produce clean, on-brand product visuals—whether you need product-on-model lifestyle shots, consistent catalog imagery, or fast variations for A/B testing. Flux 2 and Grok Imagine both handle text-to-image and image-to-image workflows, but they differ in editing depth, consistency tooling, and cost per render.
Below is a practical comparison focused on online store needs: accurate product depiction, model realism, background control, repeatable outputs across a collection, and how efficiently you can iterate from an existing product photo.
E-commerce Photography — Side-by-Side Results
Prompt
"Casual UGC-style e-commerce photo of a woman in her mid-20s with shoulder-length wavy brown hair, minimal makeup, wearing a soft beige ribbed lounge set and holding a matte white stainless-steel insulated tumbler with a clear lid (product clearly visible). She’s standing in a bright kitchen by a window, looking near the phone camera with a relaxed half-smile while slightly turning her wrist to show the tumbler like an Instagram story “morning routine” clip; include a couple of extra frames/angles feel (front hold, side profile, close-up of lid). Natural daylight, clean uncluttered background with light countertops, catalog-ready sharp focus and true-to-life colors (Shopify/Amazon listing vibe, not editorial)."
Feature Comparison
| Feature | Flux 2 | Grok Imagine |
|---|---|---|
| Provider | Black Forest Labs | xAI |
| Subcategories | text-to-image, image-to-image | text-to-image, image-to-image |
| 1080p / 2k Mode | Yes | Yes |
| 4k Mode | Yes | No |
| NSFW Rating | Low | Low |
| Aspect Ratio | 1:1, 16:9, 9:16, 3:4, 4:3 | 1:1, 16:9, 9:16, 3:4, 4:3 |
| Model Variant | Standard, Klein 9B | — |
| Starting Price | 22 credits | 4 credits |
Flux 2 Strengths
- Stronger e-commerce editing workflow: image-to-image plus versatile editing makes it easier to refine an existing product photo into multiple storefront-ready variants
- LoRA support for brand consistency: useful for maintaining a repeatable look across a catalog (lighting, styling, backgrounds, and campaign aesthetics)
- Up to 4MP output for sharper product detail in hero images and zoom-friendly PDP assets
- Style transfer for creating cohesive seasonal campaigns (e.g., consistent studio lighting or lifestyle mood) across many SKUs
- Face-swap support for product-on-model continuity when you need the same model identity across a series
Grok Imagine Strengths
- Cost-efficient iteration: very low per-image credit cost supports rapid testing of compositions, angles, and lifestyle concepts
- Strong photorealistic output for product-on-model and lifestyle scenes when starting from a clear prompt or reference
- Good creative composition for campaign-style imagery (editorial layouts, dynamic poses, and scene variety)
- High-detail generation that can work well for attention-grabbing ads and social-to-store creative
Verdict
Choose Flux 2 if your e-commerce workflow depends on consistent, repeatable brand visuals and controlled edits—especially when you’re building a unified catalog look, need higher-resolution outputs, or want to standardize product-on-model imagery across many SKUs.
Choose Grok Imagine if you prioritize speed and cost per iteration for generating lots of concepts quickly (new scenes, lifestyle angles, and creative variations). It’s a strong option for producing a high volume of photorealistic ideas, then narrowing down to the best-performing creatives.
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