{"id":276,"date":"2026-06-05T08:14:54","date_gmt":"2026-06-05T00:14:54","guid":{"rendered":"https:\/\/aidashxp.com\/qwen-3-7-plus-review\/"},"modified":"2026-06-05T08:14:54","modified_gmt":"2026-06-05T00:14:54","slug":"qwen-3-7-plus-review","status":"publish","type":"post","link":"https:\/\/aidashxp.com\/en\/qwen-3-7-plus-review\/","title":{"rendered":"Qwen3.7-Plus in-depth review: Alibaba multi-modal agent ranks first in Vision Arena China"},"content":{"rendered":"<p class=\"wp-block-paragraph\">On June 2, 2026, Alibaba Tongyi Laboratory was officially released<strong>Qwen3.7-Plus<\/strong>The multi-modal agent model deeply integrates visual capabilities based on the text and agent capabilities of Qwen3.7 to realize an end-to-end closed loop of GUI operations, CLI calls, code generation and self-verification.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">core competencies<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The biggest breakthrough of Qwen3.7-Plus lies in the deep integration of \"multi-modal + intelligent agent\".<strong>Operation graphical interface (GUI)<\/strong>- Click buttons, fill out forms, drag elements - interact with the software like a real user.<strong>Command line (CLI)<\/strong>Operate execution code, manage the system, and deploy applications.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>multimodal understanding<\/strong>: Integrate visual capabilities to understand interface screenshots, analyze charts, and identify the location of UI elements.<\/li>\n<li><strong>GUI Agent<\/strong>: Directly operate desktop applications and web pages, automating tasks without the need for APIs<\/li>\n<li><strong>CLI Agent<\/strong>: Execute code, install dependencies, and manage file systems through the command line<\/li>\n<li><strong>Code generation and self-verification<\/strong>: Automatically run tests and fix errors after writing code, forming a closed loop of development<\/li>\n<li><strong>Open source<\/strong>: Continuing the open source tradition of Qwen series, developers can freely deploy and fine-tune<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">User experience and limitations<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The 11-hour independent APP development demonstration at the press conference was impressive - from understanding the requirements to designing the interface, writing code, debugging and repairing, and final deployment, the entire process did not require manual intervention.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, there are still some limitations in actual use: the stability of GUI operations is greatly affected by interface changes, and the planning and execution of complex tasks sometimes go \"awry\"; CLI operations are not friendly enough to novice users; as a new model, ecology and community support still need time to grow.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Overall Score<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u7ef4\u5ea6<\/th><th>Score<\/th><th>evaluate<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>functional completeness<\/td><td>8.8 \/ 10<\/td><td>Multi-modal + GUI + CLI + code, the agent has comprehensive capabilities, but the ecosystem has just started.<\/td><\/tr>\n<tr><td>\u6613\u7528\u6027<\/td><td>8.0 \/ 10<\/td><td>There are thresholds for CLI operation, GUI stability needs to be improved, and documentation still needs to be improved.<\/td><\/tr>\n<tr><td>Cost-effectiveness<\/td><td>9.2 \/ 10<\/td><td>Open source is free and can be deployed locally. It has significant cost advantages compared to closed source solutions.<\/td><\/tr>\n<tr><td>\u4e2d\u6587\u652f\u6301<\/td><td>9.5 \/ 10<\/td><td>Chinese native model, Vision Arena ranks first in China, and has the best Chinese understanding<\/td><\/tr>\n<tr><td>\u8f93\u51fa\u8d28\u91cf<\/td><td>8.5 \/ 10<\/td><td>Code generation and Agent execution are of high quality, with occasional deviations in complex tasks.<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Overall rating: 8.8\/10<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.7-Plus is one of the most groundbreaking open source Agent models in 2026.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For more AI model reviews and tool recommendations, please visit <a href=\"https:\/\/aidashxp.com\/en\/\">AI Dash<\/a> \u2014\u2014Discover the best AI tools.<\/p>","protected":false},"excerpt":{"rendered":"<p>2026\u5e746\u67082\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5b9e\u9a8c\u5ba4\u6b63 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[6],"tags":[],"class_list":["post-276","post","type-post","status-publish","format-standard","hentry","category-ai-coding"],"_links":{"self":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/comments?post=276"}],"version-history":[{"count":0,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/276\/revisions"}],"wp:attachment":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/media?parent=276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/categories?post=276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/tags?post=276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}