Results for “fast”

Nano Banana 2 Edit Fast is the fast-tier image-editing endpoint from Google's Nano Banana 2 line. Pass one to fourteen reference images plus a written instruction and the model rewrites them — at 2K or 4K output, with an optional web-search pass that grounds the edit in real-time context.

Wan 2.2 i2v Fast is the PrunaAI-optimised variant of Alibaba's Wan 2.2 A14B image-to-video — engineered for short turnaround and predictable per-video pricing. Drop in a first frame, optionally a last frame, write a short motion prompt, and ship a 480p or 720p clip for ads, social cutdowns or product loops.

Enlarge an image four times with an AI upscaler tuned for faithful results: clean edges, no invented detail, whites stay white and textures are kept. It also cleans JPEG artefacts, and transparent PNGs keep sharp cut-out edges. Images over 1536 px on the long side are reduced first, so the result is at most 6144 px.

Fast Background Remover is the platform's batch cutout endpoint — drop in one to eight product photos and get back transparent-PNG cutouts in one call. The right tool for high-volume catalogue work where per-image cost compounds and the bar is consistent edge quality rather than absolute hair-level fidelity.

GPT Image 2.5 Flare is the fast tier of OpenAI's GPT Image 2.5 family: everyday image generation and editing at roughly half the wait of GPT Image 2, without giving up sharp text or strong instruction following. Generate from a prompt or pass up to sixteen reference images to edit and combine them, with five quality tiers and exact sizes up to 4K.

Seedream 5.0 Flash Edit is the fast, budget tier of ByteDance's Seedream 5.0 image line, built for editing at volume. Give it one to ten reference images and a written instruction and it returns a single edited image at 1K, 1.5K or 2K — all at the same flat price, so the sharpest output never costs more than a draft.

Krea 3 is Krea's fast, edit-first image model: describe a change in plain language and it applies it in seconds while keeping products, logos and characters recognisable, or leave out the images and it generates from text. Combine up to 8 images, switch to high thinking to plan multi-step edits, and use the experimental regional edit to change one detail while the rest of the picture stays untouched.

Gemini 3.7 Flash is Google's workhorse multimodal LLM: send a prompt plus up to 11 images and get back copy, structured JSON, captions or analysis. Its sharpest edge over earlier Flash models is how closely it follows a brief — visual references, brand rules and dense documents — with a reasoning dial you set per call, from quick low-effort answers to careful multi-step work.

FLUX.2 [klein] 9B is the flagship of Black Forest Labs' compact FLUX.2 [klein] line: a 9-billion-parameter model distilled to just four sampling steps, so most images come back in a few seconds, from 2 credits. It generates from text and edits or combines up to five reference images in the same run, which makes it the cheapest way in our catalogue to explore ideas, draft designs and iterate on variations before you commit to a final render.

Pruna Image Edit is a sub-second multi-image editor with twenty specialist task presets — relight, restyle, multi-angle, upscale, scene continuation, character insertion, anime / 3D / caricature stylisation, texture extraction and more. Built for tight production loops where the per-edit budget matters.

Our premium background remover in a single pass, for about half the price: your image is rendered twice and the transparency of every pixel is measured instead of guessed, and that cut-out is what you get, with no retries. When a design needs more than one try, the premium remover checks its result and redoes it. For flat designs on a plain background, the fast remover is quicker and just as clean.

Cut out a design and make it print-ready in one run: Fast Background Remover removes the background and the empty canvas, then DPI Fixer fits the art to the exact pixels of the product's print area at 200 DPI. You get a transparent PNG with the DPI written in.

Nano Banana 2 is Google's fast image generation and editing model — text-to-image plus conversational editing, multi-image fusion (up to 14 references) and character consistency. Output at 1K, 2K or 4K. Optional Google Search and Image Search grounding pull current real-world references into the generation.

Background removal that checks its own work. When your image has a plain background, our fast remover cuts it out and we check that nothing of the design went with the background — a title, a caption, a frame. If something did, our balanced remover redoes it and the better cutout is delivered. Photos and busy backgrounds go straight to the balanced remover.

Our premium background remover, for the very difficult cutouts the others get wrong: glows, smoke, ink and other see-through parts, white lettering on a coloured background, photos. It renders your image twice and measures the transparency of every pixel instead of guessing it.

Pull the first and last frames out of a video as JPG stills — a fast way to thumbnail clips or seed img2img references.

Nano Banana 2.1 is Google's October 2026 refresh of its fast Flash-tier image model: one model for text-to-image, conversational editing and fusion of up to 14 reference images. It reasons through the prompt before it renders, so lighting briefs, exact wording and structured layouts such as infographics land more reliably than on Nano Banana 2, for about half the credits at 1K and 2K.

Pruna Video is a fast, multi-modal video generator — text-to-video, image-to-video and audio-to-video from a single endpoint. A built-in **draft mode** cuts the cost to about a quarter for rapid iteration; flip it off when you're ready for the final delivery take.

Seedream 5 Lite is ByteDance's fast image generation and editing model — text-to-image plus example-based editing, optional sequential group generation (up to 15 coherent variants in one call), and built-in reasoning that handles complex briefs without verbose prompting.

Florence-2 Large is Microsoft's specialist image-captioning model — pass one image, get a text description back. Pick the caption verbosity (`Caption` for alt-text, `Detailed` for a sentence, `More Detailed` for a paragraph). Fast, cheap, ideal for batch metadata work on product catalogues.