The wavespeed ai models search is about choosing a tool for a specific job, not finding one model that does everything. Start with the result you want, then check what the available tool accepts before committing to a workflow.
It separates tasks, identifies required inputs and gives you a way to judge the result. These four scenarios show where that distinction helps.
Portrait editor
You have a source portrait and want to change who appears in it. A text-to-image starting point would miss the importance of the original image and the replacement reference.
Define both inputs and assess identity consistency, edges and consent before considering the result usable.
A clip needs a different deliverable, but conversion, editing and generating new footage are different jobs. Decide which change is actually required first.
Check the accepted source and desired result before choosing a video workflow.
You are comparing a prompt-led concept with an edit to an approved photograph. One starts from a description; the other must preserve properties of the supplied image.
Write down what must remain unchanged, then evaluate candidate tools against that requirement.
Choose the task before comparing names. A short, repeatable test is more useful than treating every example image as a promise.
1
Name the intended change
State whether you want a new image, an edit to an existing image, an enlarged image or a video-related result. Keep the source material and the final use in mind.
2
Check the required input
Inspect the current tool page for its accepted inputs and any stated restrictions. Do not assume that a prompt, image and video can be submitted to the same model.
3
Run a small evaluation
Use one representative, permitted input. Compare the result with your brief for fidelity, unwanted changes and suitability; check the current terms before using it in a project.
What to compare before choosing
Use this table as a decision checklist, not as a claim that every listed capability is available from every provider.
General starting point
Model-focused starting point
First question
General starting point
What kinds of AI work can I explore?
Model-focused starting point
Which tool fits the result I need?
Task definition
General starting point
May stay broad until you browse examples.
Model-focused starting point
Starts with a defined generation, editing, enlargement or video task.
Input check
General starting point
Often deferred until a tool is opened.
Model-focused starting point
Checked early against the current tool page.
Output check
General starting point
Looks at the overall type of result.
Model-focused starting point
Compares the result with specific requirements in the brief.
Useful test
General starting point
Browse several possibilities to establish a direction.
Model-focused starting point
Try one representative input for a short list of candidates.
Common mistake
General starting point
Assuming an appealing example fits your own material.
Model-focused starting point
Assuming similar model names mean identical inputs or behavior.
Best next action
General starting point
Define the task you want to accomplish.
Model-focused starting point
Verify the selected tool's current documentation and terms.
Limits to check
A model list can organize a decision, but it cannot establish what a particular tool will accept or produce today.
It cannot guarantee availability
Names, access conditions and available options can change. A search result or older screenshot may not match the current tool page.
Workaround
Confirm the listing and its terms directly before planning a project around it.
It cannot guarantee a usable result
A good sample does not prove that your source image, prompt or clip will produce the same quality.
Workaround
Test with representative material and inspect the output against your actual brief.
It cannot settle usage rights
The ability to submit media says nothing by itself about permission to use that media or distribute the result.
Workaround
Use material you are authorized to submit and review the applicable terms.
It cannot replace input specifications
This guide does not verify accepted formats, size limits, controls or processing times for individual tools.
Workaround
Read the current instructions for the specific tool you select.
Take the next step
Explore tools with a clear task in mind
Bring a brief that names your input, desired change and criteria for a good result. At the partner platform, check the current options and their requirements before submitting material.
Start with the job: generating new content, editing supplied media, enlarging an image or working with video. Then check each candidate's current input requirements and test it against one representative example. A model name alone is not enough to predict whether it fits your brief.
Do not assume they do. A tool may call for a prompt, a source image, other reference material or a different kind of input. Check the instructions on the specific tool page before preparing files.
No: an image result and a video result answer different briefs, even when their examples look related. Determine the deliverable you need first, then verify that a candidate is intended for that type of work. Also check whether your job is generation, editing or conversion.
Look for an option whose current instructions explicitly support image input and the kind of change you want. Record what must stay the same, such as composition or recognizable details, so you can assess the output. If the goal is only enlargement, evaluate that as a separate task.
No. Examples show possibilities, not a guaranteed result for your material, and a listing does not establish permission to use an input or output. Run a representative test and review the applicable terms before relying on the result.