ai_image_edit

shallow

dev.workers.kikoribera03.flat-rate-llm/x402-tools · Verify this server

Edits an image you provide instead of generating one from scratch: pass the image and a black-and-white mask, and Stable Diffusion inpainting repaints only the white area following your prompt. Image and mask go as https URLs or as base64, up to 10 MB each. Returns a hosted image URL valid for 24 hours. You are only charged if the edit is delivered. No API key, no account. $0.02 per call, paid over x402 (USDC).

100.0/100

1 trials · measured 1 day ago

ai_image_edit scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against dev.workers.kikoribera03.flat-rate-llm/x402-tools, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: ai_image_edit
[![Vouch score](https://vouch.tools/api/tools/b1f3adbc-4157-4dcd-9218-76d28f97b2c7/badge.svg)](https://vouch.tools/tools/b1f3adbc-4157-4dcd-9218-76d28f97b2c7)
ai_image_edit — Vouch