{"id":884,"date":"2026-02-22T16:19:19","date_gmt":"2026-02-22T16:19:19","guid":{"rendered":"https:\/\/wiro.ai\/blog\/?p=884"},"modified":"2026-02-22T20:03:41","modified_gmt":"2026-02-22T20:03:41","slug":"reve-edit-vs-reve-edit-fast-vs-qwen-image-edit-plus-5-prompt-streamer-test","status":"publish","type":"post","link":"https:\/\/wiro.ai\/blog\/reve-edit-vs-reve-edit-fast-vs-qwen-image-edit-plus-5-prompt-streamer-test\/","title":{"rendered":"Reve Edit vs Reve Edit Fast vs Qwen Image Edit Plus: 5 Prompt Streamer Test"},"content":{"rendered":"<p>Reve Edit vs Reve Edit Fast vs Qwen Image Edit Plus is a clean way to see edit speed and precision. This post runs the same 5 prompts on the same input image.<\/p>\n<h2>Models in this test<\/h2>\n<ul>\n<li><a href=\"https:\/\/wiro.ai\/models\/reve\/edit\">Reve Edit<\/a><\/li>\n<li><a href=\"https:\/\/wiro.ai\/models\/reve\/edit-fast\">Reve Edit Fast<\/a><\/li>\n<li><a href=\"https:\/\/wiro.ai\/models\/pruna\/qwen-image-edit-plus\">Qwen Image Edit Plus<\/a><\/li>\n<\/ul>\n<h2>Test setup<\/h2>\n<ul>\n<li>One input image for every run.<\/li>\n<li>Five prompts. One output per model per prompt.<\/li>\n<li>Qwen output format set to JPG for easier publishing.<\/li>\n<li>Reve models returned PNG outputs. Those were converted to JPG before upload.<\/li>\n<\/ul>\n<h2>Input image<\/h2>\n<figure>\n  <img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-streamer-input.jpg\" alt=\"Input photo of a person wearing headphones at a microphone\" \/><figcaption>Input image used for all prompts.<\/figcaption><\/figure>\n<h2>Prompt results<\/h2>\n<h3>Prompt 1: Hair color change<\/h3>\n<p><strong>Prompt:<\/strong> Change the hair color to natural dark brown. Keep the same haircut and face.<\/p>\n<table>\n<thead>\n<tr>\n<th>Reve Edit<\/th>\n<th>Reve Edit Fast<\/th>\n<th>Qwen Image Edit Plus<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p1-edit.jpg\" alt=\"Reve Edit output with dark brown hair\" \/><figcaption>Prompt 1 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p1-editfast.jpg\" alt=\"Reve Edit Fast output with dark brown hair\" \/><figcaption>Prompt 1 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p1-qwen.jpg\" alt=\"Qwen Image Edit Plus output with dark brown hair\" \/><figcaption>Prompt 1 output.<\/figcaption><\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Prompt 2: Background swap to a home library<\/h3>\n<p><strong>Prompt:<\/strong> Change the background to a cozy home library with warm lamp light. Keep the subject, headphones, and microphone the same.<\/p>\n<table>\n<thead>\n<tr>\n<th>Reve Edit<\/th>\n<th>Reve Edit Fast<\/th>\n<th>Qwen Image Edit Plus<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p2-edit.jpg\" alt=\"Reve Edit output with library background\" \/><figcaption>Prompt 2 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p2-editfast.jpg\" alt=\"Reve Edit Fast output with library background\" \/><figcaption>Prompt 2 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p2-qwen.jpg\" alt=\"Qwen Image Edit Plus output with library background\" \/><figcaption>Prompt 2 output.<\/figcaption><\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Prompt 3: Add glasses and a small logo text<\/h3>\n<p><strong>Prompt:<\/strong> Add thin round metal glasses on the face. Add small white text WIRO on the left earcup of the headphones. Keep everything else unchanged.<\/p>\n<table>\n<thead>\n<tr>\n<th>Reve Edit<\/th>\n<th>Reve Edit Fast<\/th>\n<th>Qwen Image Edit Plus<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p3-edit.jpg\" alt=\"Reve Edit output with added glasses and headphone text\" \/><figcaption>Prompt 3 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p3-editfast.jpg\" alt=\"Reve Edit Fast output with added glasses and headphone text\" \/><figcaption>Prompt 3 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p3-qwen.jpg\" alt=\"Qwen Image Edit Plus output with added glasses and headphone text\" \/><figcaption>Prompt 3 output.<\/figcaption><\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Prompt 4: Remove the microphone<\/h3>\n<p><strong>Prompt:<\/strong> Remove the microphone and pop filter from the foreground. Fill the area naturally. Keep the person and background unchanged.<\/p>\n<table>\n<thead>\n<tr>\n<th>Reve Edit<\/th>\n<th>Reve Edit Fast<\/th>\n<th>Qwen Image Edit Plus<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p4-edit.jpg\" alt=\"Reve Edit output with microphone removed\" \/><figcaption>Prompt 4 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p4-editfast.jpg\" alt=\"Reve Edit Fast output with microphone removed\" \/><figcaption>Prompt 4 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p4-qwen.jpg\" alt=\"Qwen Image Edit Plus output with microphone removed\" \/><figcaption>Prompt 4 output.<\/figcaption><\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Prompt 5: Outfit swap to an orange hoodie<\/h3>\n<p><strong>Prompt:<\/strong> Change the outfit to a casual orange hoodie. Keep the headphones, face, and hair the same.<\/p>\n<table>\n<thead>\n<tr>\n<th>Reve Edit<\/th>\n<th>Reve Edit Fast<\/th>\n<th>Qwen Image Edit Plus<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p5-edit.jpg\" alt=\"Reve Edit output with orange hoodie\" \/><figcaption>Prompt 5 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p5-editfast.jpg\" alt=\"Reve Edit Fast output with orange hoodie\" \/><figcaption>Prompt 5 output.<\/figcaption><\/figure>\n<\/td>\n<td>\n<figure><img decoding=\"async\" src=\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/02\/reve-p5-qwen.jpg\" alt=\"Qwen Image Edit Plus output with orange hoodie\" \/><figcaption>Prompt 5 output.<\/figcaption><\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Scorecard<\/h2>\n<table>\n<thead>\n<tr>\n<th>Model<\/th>\n<th>What stood out in this test<\/th>\n<th>Average run time (5 runs)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/wiro.ai\/models\/reve\/edit\">Reve Edit<\/a><\/td>\n<td>More time per edit. Useful as a quality baseline against the fast variant.<\/td>\n<td>22.0 seconds<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/wiro.ai\/models\/reve\/edit-fast\">Reve Edit Fast<\/a><\/td>\n<td>Fast results with solid consistency across prompts.<\/td>\n<td>10.4 seconds<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/wiro.ai\/models\/pruna\/qwen-image-edit-plus\">Qwen Image Edit Plus<\/a><\/td>\n<td>Good all around edits. Useful when output format control matters.<\/td>\n<td>14.6 seconds<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Try the models<\/h2>\n<ul>\n<li><a href=\"https:\/\/wiro.ai\/models\/reve\/edit\">Reve Edit<\/a><\/li>\n<li><a href=\"https:\/\/wiro.ai\/models\/reve\/edit-fast\">Reve Edit Fast<\/a><\/li>\n<li><a href=\"https:\/\/wiro.ai\/models\/pruna\/qwen-image-edit-plus\">Qwen Image Edit Plus<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Reve Edit vs Reve Edit Fast vs Qwen Image Edit Plus is a clean way to see edit speed and precision. This&hellip;<\/p>\n","protected":false},"author":4,"featured_media":962,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[51],"tags":[72,73,61,60],"class_list":["post-884","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-comparison","tag-benchmark","tag-comparison","tag-image-editing","tag-image-to-image"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/884","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=884"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/884\/revisions"}],"predecessor-version":[{"id":885,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/884\/revisions\/885"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/962"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}