Read LMArena image-editing model rankings

No image upload or editing instruction is required. Compare Image Edit Arena model records by source position, rating and votes to choose candidates for your own image-editing tests.

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Use Toolmu get-image-editing-leaderboard-lmarena to read Image Edit Arena rankings. Reuse a working Toolmu connection, or follow https://toolmu.com/SKILL.md to connect. Check current availability, requirements and the Credits ceiling, then execute within my authorization and budget. This operation needs no image, editing instruction or extra named input from me; handle the request internally and do not invent model, search, category, year, count or pagination controls. Any requested display count is applied after retrieving actual records. Show readable model names, ranks, scores, vote counts and useful actual source links or organization labels in source order. Retain real source identities internally and distinguish similarly named versions rather than merging them. Preserve original ranking-range labels and literal values, even when their order is reversed. Keep missing information, blank source labels and genuine zero prices distinct; neither zero nor absence proves editing is free. Do not infer confidence level, accuracy, price currency, billing conditions, license rights or source update time. Report ranking evidence without claiming an image was uploaded, edited or generated, an instruction was tested or a model suits every edit. Bracketed optional example text is replaced by my own content.

Task:
Show the LMArena image-editing rankings with the model names, ranks, scores and vote counts returned. Explain missing information and what I should check before separately testing a model on my own images.

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LMArena

Read LMArena image-editing model rankings

No image upload or editing instruction is required. Compare Image Edit Arena model records by source position, rating and votes to choose candidates for your own image-editing tests.

You receive

Image-editing model rankings with the returned model names, organizations, reference links, ranks, scores and vote counts. Some records also provide additional model information.

Start with your task

Show the LMArena image-editing rankings with the model names, ranks, scores and vote counts returned. Explain missing information and what I should check before separately testing a model on my own images.

What to know

Retrieving rankings does not edit an image or test an editing instruction. The response does not define rating methodology, vote population, confidence level or ranking-update time. Reported prices lack currency and usage conditions; preserve nulls and literal zero separately, without treating either as confirmed free editing. License and model references require separate verification.

Inputs & outputs

Inspect the current inputs, availability, and maximum charge before starting.

Input schema

Input schema
Field / Path	Type	Requirement	Meaning
Optional query container`queryParams`	`object`	Optional	Open optional object with no named controls or defaults documented. Use empty input to request the rankings; it does not establish image upload, an editing prompt, model search, filters or a result limit.

View raw JSON

{
  "type": "object",
  "required": [],
  "properties": {
    "queryParams": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    }
  },
  "additionalProperties": false
}

Result schema

No fixed output contract is available. Field types reflect saved result evidence; individual responses can differ.

Result schema
Field / Path	Type	Meaning
Image-editing ranking entries`result.data.entries`	`array`	Source ranking records for image-editing models. The saved response has 57 entries; that observation is not a fixed future size or a complete catalogue guarantee. These records are not edited images.
Source model key`result.data.entries[].modelKey`	`string`	Exact identifier for a source entry. Preserve it when comparing records; similar display names may represent different versions or settings.
Reported model name`result.data.entries[].modelDisplayName`	`string`	Source display name, including its configuration wording. Keep it with modelKey; the name alone does not prove equivalent editing behavior.
Source organization label`result.data.entries[].modelOrganization`	`string`	Organization text reported for the model. One saved entry is blank; retain that blank without inventing an organization or ownership.
Model reference URL`result.data.entries[].modelUrl`	`string`	Reference supplied by the source. It is not proof that this Tool provides editing access or that linked model prices, specifications or permissions are current.
Image-editing source position`result.data.entries[].rank`	`number`	Returned integer position within the image-editing collection. It does not measure whether a particular image and editing instruction will succeed.
Reported editing rating`result.data.entries[].rating`	`number`	Numerical source rating; scale and method are unspecified. Do not convert it into an accuracy percentage, edit success rate or probability.
Reported vote count`result.data.entries[].votes`	`number`	Integer source count with no defined counting rules or population here. It is not established as unique voters or successful edits.
Original rankLower`result.data.entries[].rankLower`	`number`	Literal source integer. In 47 of 57 saved records it exceeds rankUpper; preserve both labels and values rather than treating them as a conventional ascending interval.
Original rankUpper`result.data.entries[].rankUpper`	`number`	Paired source integer under its original label. Do not swap it with rankLower; the endpoint does not define the statistical convention or confidence coverage.
Source lower rating value`result.data.entries[].ratingLower`	`number`	Reported numerical bound, below or equal to rating in the saved records. Method and confidence level are not specified.
Source upper rating value`result.data.entries[].ratingUpper`	`number`	Reported numerical bound, above or equal to the saved rating. Preserve it without inventing a significance test or confidence percentage.
Reported image-price value`result.data.entries[].pricePerImage`	`null \| number`	Source number or null: 25 saved values are null and one is numeric zero. Keep zero separate from unknown; neither confirms free editing. Currency, image settings and billing conditions are unspecified.
Reported input-price value`result.data.entries[].inputPricePerMillion`	`number \| null`	Number or null, with 48 saved values null. The per-million name does not define currency, priced quantity or billing conditions; this is not a verified current quote.
Reported output-price value`result.data.entries[].outputPricePerMillion`	`null \| number`	Number or null, separate from the input-price field; 51 saved values are null. Preserve the missing values and verify applicable units, currency and conditions before using the figure.
Reported license label`result.data.entries[].license`	`string`	Source license name, without verification of rights for your intended editing or commercial use. Check the actual applicable license separately.
Source release label`result.data.entries[].releaseType`	`string \| null`	String or null; 53 saved records are null. Label meanings are undocumented, and null does not establish model release or access status.
Reported context-length value`result.data.entries[].contextLength`	`null \| number`	Integer or null, with 53 saved records null. Units and supported conditions are unknown; the value does not specify image size, resolution or an editing-capacity guarantee.

Additional notes

Start with Image Edit Arena records when comparing models to try on your own images and instructions. This operation retrieves the source collection without taking an image or an editing prompt. Its optional query container has no documented named controls, so an empty request is appropriate; model search, category filters and a top-N limit are not defined here.

Read each modelKey together with the original display name, rank, rating and votes. Names can describe different versions or settings, and a high position does not establish how a model will handle your particular edit. Keep rankLower and rankUpper literally: many saved records have the first value numerically above the second. The source does not specify their statistical convention or confidence level.

Review model references before arranging a separate editing test. Keep missing metadata, blank organization labels and reported zero values intact. The price fields do not establish currency, output settings or a current vendor quote, and source license names do not verify permission for your use. There is no source ranking-update timestamp or assurance that the collection covers every available model.

Questions about this tool.

Inputs, results and details to know before running it.

Get connected

The ranking gives a source position and reported rating, without applying your instruction to your image. Compare candidates here, then evaluate whether they preserve or change the details that matter in your own editing task.

Read LMArena image-editing model rankings

Read LMArena image-editing model rankings

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Ask for image-editing rankings

Compare the returned models

Check terms before your own image test

Questions about this tool.

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Ask for image-editing rankings

Compare the returned models

Check terms before your own image test

Questions about this tool.

Will the first-ranked model produce the edit I want?

Does a zero image-price value mean editing is free?

Does a ranking range show how well my image will be edited?