Which AI model should you use? Match the model to the job

There is no best AI model. There's the right one for the job in front of you, and finding it takes about 30 seconds once you know what each engine is for.

Published 2026-08-26 by Cat Claw, the UK's create-and-distribute AI studio. About a 14 minute read.

The short version

• Cat Claw groups its models into 3 families: image, video, and music and voice. One credit balance at catclaw.ai covers all of them.
• For images, start with Seedream for photorealistic stills; use Seedream 5.0 Pro for readable text in 15 languages or reference-image editing.
• For video, Seedance 2.0 handles the most complex briefs with 5 shooting modes; Wan 3.0 gives you single takes up to 30 seconds with synchronised audio.
• For music and voice, MiniMax Music and Cat Squawk generate full songs with vocals; Seed TTS 2.0 and voice cloning handle speech.
• When unsure, draft cheap on a fast or budget model, then finish on a premium one. The credit price shows before every render.

Picking an AI model is not about finding the best one in the world. It is about matching the right engine to the job in front of you, and that decision is quicker than it sounds. The lineup covers 3 families: image generation and editing, video creation, and music and voice production. Every model in the Cat Claw lineup runs on one credit balance at catclaw.ai, so you are never locked into a single engine for every job.

Most people stall at the model picker because they are asking the wrong question. "Which is most powerful?" is harder to answer than "What do I need this output to do?" Once you know whether you need a still image with readable text, a 30-second video clip with native audio, or a full song with vocals, the right model picks itself. This guide walks through all 3 families, gives you a table for each, and ends with a 5-step framework you can run in under a minute.

How the Cat Claw lineup is organised

Quick answer. Cat Claw organises its AI models into 3 families: image, video, and music and voice. Each family contains multiple engines tuned for different jobs. One credit balance at catclaw.ai covers every model. Studios are the workspaces you use to drive them. Pick per shot, not per contract.

The 3 families cover the full creative pipeline. Image models generate and edit stills. Video models produce clips from text, images or references. Music and voice models build songs, soundscapes, sound effects and speech. Every model in all 3 families sits under one account and one credit balance, so switching between them costs nothing extra in setup time.

It is worth understanding early on that models and studios are 2 different things, even though the names sometimes sit close together. A model is the engine that generates the output. A studio is the workspace built around it, adding controls, timelines, layers and publishing options. Cat Claw Studio is the main multi-model picker for images, video and audio. Seedance Studio wraps specifically around the Seedance 2.0 video engine. The section on tools versus models covers all the studios in full.

The reason a multi-model platform like catclaw.ai makes more practical sense than a single-model subscription is simple: no single model is best at everything. A model that produces beautiful photorealistic stills is not necessarily the one you want for a 30-second video with lip sync audio. Choosing per shot, rather than committing to one engine for every job, produces noticeably better output across a varied content calendar.

Which AI model should you use for images?

The fastest rule for picking an image model is to start from what the image must contain or do, not from how impressive the model sounds. Does it need readable text? A consistent face or style? Is it an edit to an existing shot? The answer to one of those questions points directly to a model.

Seedream is the flagship text-to-image engine. Reach for it when you are building a visual from scratch and want either photorealistic output or an artistic style. It handles native text rendering, which means type in the image actually looks like type, and it produces up to 4K output with an optional prompt optimiser if your brief is not perfectly worded yet.

Seedream 5.0 Pro adds reference-image editing, accepting up to 10 input images so you can blend multiple visual references into one output. Its multilingual text rendering covers 15 languages natively, which makes it the obvious pick for international campaigns or any image where the copy is not in English. Note that Pro outputs at 2K class, not 4K.

Banana Cat Edit 4K is the model to reach for when you already have an image and want to change it without opening a separate editor. Built on Gemini 3.0 Pro, it takes plain-English instructions and applies style transfers, camera-style controls and multilingual text, all at native 4K, accepting up to 4 input images.

FLUX with custom LoRAs is the right choice when consistency matters more than any single stunning output. You can train a LoRA on your own visual style and reuse it across every generation, which is particularly useful for brand work where every image needs to feel like it belongs to the same world. Higgsfield SOUL handles image-to-image restyling with strong character consistency and over 100 cinematic presets; use it when you have a source image and want a cinematic finish.

Once you have your image, Cat Claw's finishing tools sit alongside the generators: upscaling, skin enhancement, and CatClaw Layers, which splits any image into up to 16 editable transparent-PNG layers. If you plan to use Layers heavily, the guide named "What is CatClaw Layers?" covers every feature in detail.

Which AI model should you use for video?

The rule for video is the same as for images: match the model to the shot, not to the project. A 4-second product clip and a 30-second cinematic scene are different briefs that need different engines, even if they are part of the same campaign.

Seedance 2.0 is the flagship video model and the right pick when a brief is complex. It runs inside its own Seedance Studio and offers 5 ways to shoot. Multi-Reference locks up to 12 reference inputs, including images, video motion references and audio, to keep faces, products and locations consistent across every clip. Multi-Frame lets you storyboard a scene with per-segment prompts. Lip Sync drives speech from an audio track. UGC Creator tags a @product and an @influencer reference to produce brand-ready clips. First and Last Frame gives you control over the opening and closing shot. Clips run 4 to 15 seconds, cover 6 aspect ratios including 9:16, 1:1 and 21:9, and scale from 480p previews up to 4K across Elite, Fast and Mini quality tiers. Seedance 2.0 also generates native audio. It is, in plain terms, the model that does what the brief says.

Wan 3.0 is the newest addition to the lineup and the clear choice when you need a longer take. Single shots run up to 30 seconds with synchronised native audio, which makes it the only model in the family that can carry a full short scene in one pass. It produces hyper-real faces and legible in-frame text from a text prompt alone. It also runs image-to-video and reference-to-video, where one shot can carry up to 10 reference images plus video and audio references.

The supporting cast each has a specific strength. Kling 3.0 Turbo is the model to reach for when the brief calls for stylised, cinematic storytelling from a still image, producing output at 720p or 1080p. Gemini Omni Flash covers text-to-video, image-to-video and reference-to-video in a single model, making it the flexible pick when you need a quick, varied set of shots. Grok Imagine runs fast image-to-video and is well suited to quick social experiments where speed matters more than maximum quality. Wan 2.2 sits at the budget end of the range, producing image-to-video at 480p or 720p with an ultra-fast tier; it is the natural drafting model, so use it to preview a shot before committing to a premium render. Catdance 2.0 handles cinematic text-to-video and image-to-video with a film-quality look, running up to 15 seconds with up to 4 reference images.

Cat Nip is different from the rest of the video family. It offers 7 one-tap photo-to-video effects (Cat Kiss Duel, Cat Couple Hug, Cat Carry Me, Cat Hulk Smash, Cat Cartoon Doll, Cat Dreamy Wedding and Cat Zoom Out) plus Cat Tok Creator for short-form 9:16 clips from a text prompt. Reach for Cat Nip when a social moment needs a fast, shareable output without a detailed brief.

For a detailed side-by-side comparison of the top video models, the guide named "The best AI video generators in 2026, tested and compared" goes deeper into the individual model differences than this piece does.

Which AI model should you use for music and voice?

The music and voice family splits into 3 clear jobs: songwriting and full production, sound design, and speech. The right model depends entirely on which of those 3 jobs you are doing.

MiniMax Music generates complete songs with vocals and instrumentation from a style prompt and optional lyrics, with tracks running up to 5 minutes. It is the natural starting point for a creator who wants a full track quickly without separate production steps. Cat Squawk is Cat Claw's own studio-grade song engine; it sits alongside MiniMax Music in the Music Studio and is built for creators who want the platform's native production quality.

For sound design rather than music, Kling Sound FX generates foley, ambience and impact effects from a text description. It is not a speech or music tool; it is pure audio environment and effect work, which makes it useful for video production where the visuals are already done and the sound layer needs building from scratch. Seed Audio 1.0 goes further, generating a full soundscape that includes dialogue, foley and score together from a single scene brief, covering around 120 seconds per request. It powers the auto-score and short-sting features inside Voice Forge.

For speech, the 2 main tools are Seed TTS 2.0 and voice cloning. Voice cloning creates a vocal identity from a short reference clip, which you can then use anywhere text-to-speech is offered on the platform. Seed TTS 2.0 is the dialogue engine that renders that voice word-for-word. It is the engine running behind Cat Pod, the platform's podcast studio, which offers 5 show formats: solo, duo, panel, interview and debate.

For more on building and selling music made with AI tools, the guide named "How to create and sell AI-generated music online" covers the full workflow.

Tools vs models: what are you actually choosing?

A model is the engine that generates the output. A studio is the workspace built around it, adding timeline controls, editing options, layers and publishing. When you pick a model on Cat Claw, you are choosing the engine. When you open a studio, you are choosing the interface that gives that engine the most useful controls for that specific job.

Understanding this distinction avoids a common point of confusion. Seedance 2.0 is a model. Seedance Studio is the workspace around it with all 5 shooting modes laid out and accessible. Cat Claw Studio is the broader multi-model picker on catclaw.ai that covers images, video and audio from one place, and opening it does not lock you into one engine: it is the starting point for choosing across the whole lineup.

• Cat Claw Studio: the main multi-model picker for images, video and audio.
• Seedance Studio: the full Seedance 2.0 workspace with all 5 shooting modes.
• Music Studio: songs and sound, home to MiniMax Music and Cat Squawk.
• Voice Forge: voices, clones and auto-scored scenes.
• Cat Pod: podcast production with 5 show formats.
• CatClaw Layers: splits images into up to 16 editable transparent-PNG layers.
• Muse: save an AI likeness of yourself for identity-consistent shots.
• Puurfect UGC: ready-made and custom avatars for creator-style ads.
• Drama Studio: vertical micro-dramas.

Beneath all of the studios and all of the models sit 3 platform features. One shared gallery collects your finished work, whichever model or studio produced it. Puurfect Post takes a finished piece to around 15 platforms in one tap, so the distribution step happens in the same workspace as the creation step. And the Prompt Marketplace lets you buy prompts that show the result they produced, or list your own for other creators to use.

For specific studio workflows, the guides named "AI UGC ads: creator-style video without hiring creators" and "AI micro-dramas: the vertical format explained" both go deeper than this overview.

A 30-second way to choose

1. Start from the deliverable. What is the finished output? A still image for an ad, a 15-second social clip, a full song for a campaign, a voiceover for a podcast? Name the output before you touch the model picker.
2. Pick the family. Image, video, or music and voice. This removes every model that is not relevant to the job.
3. Pick by the constraint that matters most. Within a family, the right model is usually decided by one thing: readable text in a specific language, a locked face or product reference, clip duration, multilingual copy, or budget. Run through that short list and one model will stand out.
4. Draft cheap and finish premium. Use a fast or budget model (Wan 2.2 for video, a Mini tier render for Seedance 2.0) to check the output is on brief before spending more credits on a high-quality render. The shape of the shot matters more than the resolution at the draft stage.
5. Let the credit price settle ties. Every render on catclaw.ai shows its credit cost before you confirm. If 2 models both look like a good fit, the credit price is a fair tiebreaker. Failed renders refund automatically, so there is no risk in trying.

What it costs

Pricing on catclaw.ai works from one credit balance that covers every model in all 3 families. Every render shows its credit price before you run it, so you always know the cost before committing. Failed renders refund automatically, with no action needed from your side.

Signing up is free with no card required. Paid plans start from £14.99 per month and credit packs are available from £4.99.

Frequently asked questions

Which AI model should I use?

Use the one that is built for the job in front of you. On Cat Claw that means Seedream or Seedream 5.0 Pro for stills, Seedance 2.0 or Wan 3.0 for video, MiniMax Music or Cat Squawk for songs, and Seed TTS 2.0 with a cloned voice for speech. Every model runs on one credit balance at catclaw.ai.

Which AI model is best for images with readable text?

The Seedream family is designed for native text rendering in images. Seedream handles English-language text well at up to 4K. Seedream 5.0 Pro extends that to 15 languages natively and accepts up to 10 reference images, making it the stronger pick for multilingual campaigns or any image where the on-image copy is not in English.

Which AI model is best for product ads?

Seedance 2.0's UGC Creator mode is built for this. It lets you tag a @product and an @influencer reference so the output is brand-consistent from the first render. For consistency across complex multi-shot briefs, Multi-Reference mode locks up to 12 reference inputs, keeping the same face, product and location across every clip.

Which AI model makes the longest video clips?

Wan 3.0 produces single takes up to 30 seconds with synchronised native audio, which is the longest single-shot duration in the Cat Claw video lineup. Most other models on the platform run between 4 and 15 seconds per clip. Wan 3.0 also supports image-to-video and reference-to-video with up to 10 reference images.

Can I switch AI models mid-project?

Yes. Every model runs inside one workspace on one credit balance at catclaw.ai, so switching between a Seedance 2.0 shot and a Wan 3.0 shot in the same project costs no extra setup time. Most creators pick a model per shot rather than committing to one model for an entire project.

Do different AI models cost different credits?

Yes, different models and quality tiers carry different credit prices. The exact cost for each render is shown before you confirm it, so there is never a surprise charge. If a render fails for any reason, the credits refund automatically with no request needed.

Do I need a separate subscription for each model?

No. One Cat Claw plan covers every model across all 3 families, from images to video to music and voice. Plans start from £14.99 per month and signing up is free with no card required. The Prompt Marketplace, Puurfect Post distribution and all the studios run under the same account.

The job picks the model. Start here.

Every model in the Cat Claw lineup is matched to a specific job, and the whole lineup runs from one workspace, one credit balance and one free account at catclaw.ai. No card needed. The cat has tried every engine and still refuses to name a favourite. The job picks. He supervises.

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Every model in the Cat Claw lineup matched to the job it does best: images, video, music and voice, plus a 30-second way to choose and one credit balance.