Kittl’s AI Design Research group benchmarks leading image and video generation models against fixed prompts, structured capability scores, and real commercial workflows.
Kittl’s AI Design Research group benchmarks leading image and video generation models against fixed prompts, structured capability scores, and real commercial workflows.
Kittl’s AI Design Research group benchmarks leading image and video generation models against fixed prompts, structured capability scores, and real commercial workflows.
1. Summary Nano Banana 2 Lite (official name Gemini 3.1 Flash-Lite Image, model id gemini-3.1-flash-lite-image) is Google DeepMind’s fastest, most cost-efficient image model in the Nano Banana family, released June 30, 2026. It delivers a 1K image in about four seconds at $0.034 per image while keeping reliable prompt adherence, strong character consistency, and legible…
1. Summary Seedream 5.0 Pro (ByteDance) reframes image generation as a controllable production workflow rather than one-shot generation. You can point to a region, sketch an idea, drop in a hex color, and most distinctively separate an image into a background layer plus editable element layers exported as transparent PNGs, ready to recompose in a…
1. Summary Krea 2 is an open-weights, aesthetic-first foundation model built from scratch for style control – moodboards, reference images and its own artistic taste steer a specific look rather than relying on long prompts. It lands within 0.14 points of GPT Image 2 on style fidelity in independent benchmarks and wins style-transfer outright, while…
1. Summary Kling 3.0 4K is the first AI video model to generate true native 4K (3840×2160) without third-party upscaling, eliminating the post-production step most professionals have to add. It pairs the highest face persistence score in our lineup (5/5) with photorealistic textures and physics-aware motion. Best suited for final production renders, brand films, and…
1. Summary Ideogram 4 is the first open-weight frontier image model built for design, a 9.3B parameter DiT trained from scratch with structured JSON prompting, bounding-box layout control, and the best text rendering among open models. It won’t match closed-source leaders on photorealism or prompt reasoning, but it’s the only model you can download, fine-tune…
1. Summary Nano Banana Pro is the industry’s best text renderer – dense paragraphs, multilingual headlines, and calligraphy all land readable in one shot at up to native 4K. Its Thinking mode reasons through complex layouts, counts, and typography before generating, getting spatial arrangements right on the first try. Best suited for brand mockups, pitch…
1. Summary Seedance 2.0 is the model you reach for when video needs to move with intent. It is the first model in our lineup built around unified audio-video generation, producing visuals, dialogue, sound effects, and music in a single pass, with phoneme-level lip-sync across 8+ languages. Its strongest advantage is motion quality: people move…
1. Summary Recraft ships in two flavors, and the difference matters more than the naming suggests. Recraft V4 PRO is the 2K photorealism model for commercial product imagery. Recraft V4 is the fast, design-led model for branding, layouts, and vector work. Recraft V4 Pro is best understood as the production-oriented version of Recraft V4. It…
1. Summary GPT Image 2 is the highest-scoring image model in our testing. Prompt adherence is best-in-class – it handles more simultaneous constraints than any other model we tested, with layout fidelity that holds up under complex prompts. If you’re working on text-heavy design assets, editorial photorealism, or any workflow where accuracy matters more than…
