{"id":109116,"date":"2025-05-15T20:34:24","date_gmt":"2025-05-15T17:04:24","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/grok-3-api-reasoning-tokens-are-counted-differently-197\/"},"modified":"2025-05-15T20:34:24","modified_gmt":"2025-05-15T17:04:24","slug":"grok-3-api-reasoning-tokens-are-counted-differently-197","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/grok-3-api-reasoning-tokens-are-counted-differently-197\/","title":{"rendered":"Grok 3 API &#8211; \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0641\u0627\u0648\u062a \u0634\u0645\u0627\u0631\u0634 \u0645\u06cc \u0634\u0648\u0646\u062f"},"content":{"rendered":"<div data-article-id=\"2490840\" id=\"article-body\">\n<p>\u0645\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0633\u062e\u062a\u06cc \u0622\u0645\u0648\u062e\u062a\u0647 \u0627\u0645 &#8230; \u0627\u06af\u0631 \u0627\u0632 \u0645\u062f\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 Grok-3 Mini \u06a9\u0647 \u0627\u062e\u06cc\u0631\u0627\u064b \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f (\u06a9\u0647 \u0628\u0647 \u0647\u0631 \u062d\u0627\u0644 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a) \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0634\u0627\u0646\u0647 \u062e\u0648\u062f \u0631\u0627 \u0627\u0634\u062a\u0628\u0627\u0647 \u06af\u0632\u0627\u0631\u0634 \u062f\u0647\u06cc\u062f &#8230;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/grok-3-api-reasoning-tokens-are-counted-differently-197\/#tldr_%D8%9B\" >tldr \u061b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/grok-3-api-reasoning-tokens-are-counted-differently-197\/#%D9%86%D9%87_%DA%A9%D8%A7%D9%85%D9%84%D8%A7%D9%8B_Openai_Chat_Api_API_%D8%B3%D8%A7%D8%B2%DA%AF%D8%A7%D8%B1_%D8%A7%D8%B3%D8%AA\" >\u0646\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b Openai Chat Api API \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"tldr_%D8%9B\"><\/span>\n<p>  tldr \u061b<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u0631 \u062f\u0648 Openai \u0648 Xai \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 <code>usage.completion_tokens_details.reasoning_tokens<\/code> \u0632\u0645\u06cc\u0646\u0647:<\/p>\n<ul>\n<li>Openai \u0634\u0627\u0645\u0644 \u0646\u0634\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 <code>usage.completion_tokens<\/code>\n<\/li>\n<li>XAI \u0634\u0627\u0645\u0644 \u0646\u0645\u06cc \u0634\u0648\u062f<\/li>\n<\/ul>\n<p>\u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u0628\u0631\u0627\u06cc Openai (\u0648 \u0637\u0628\u0642 \u062a\u0633\u062a \u0647\u0627\u06cc \u0645\u0646 \u0628\u0631\u0627\u06cc Deepseek R1) \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u06a9\u0644 \u0646\u0634\u0627\u0646\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u06a9\u0627\u0644\u0627\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>completion_tokens<\/code> \u0645\u06cc\u062f\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 XAI \u0628\u0627\u06cc\u062f 2 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062c\u0645\u0639 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f (\u0648 \u062a\u062e\u0645\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f).<\/p>\n<p>\u0647\u06cc\u0686 \u06a9\u062f\u0627\u0645 <code>litellm<\/code> \u0646\u0647 <code>AG2<\/code> (\u0627\u0632 LLM LLM \u06a9\u0647 \u0627\u062e\u06cc\u0631\u0627\u064b \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06af\u0632\u0627\u0631\u0634 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0639\u062c\u06cc\u0628 \u0648 \u063a\u0631\u06cc\u0628 \u0622\u0646 Grok \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D9%87_%DA%A9%D8%A7%D9%85%D9%84%D8%A7%D9%8B_Openai_Chat_Api_API_%D8%B3%D8%A7%D8%B2%DA%AF%D8%A7%D8%B1_%D8%A7%D8%B3%D8%AA\"><\/span>\n<p>  \u0646\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b Openai Chat Api API \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Grok API \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc OpenAI \u0633\u0627\u0632\u06af\u0627\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u060c \u0686\u0631\u062e \u0631\u0627 \u0627\u062e\u062a\u0631\u0627\u0639 \u0646\u06a9\u0631\u062f \u0648 \u0627\u0632 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f <code>reasoning_effort<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u0627\u0646\u0646\u062f OpenAI \u0628\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc O1\/O3\/O4 \u062e\u0648\u062f \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u0648\u062c\u0648\u062f \u0628\u0647 \u062f\u0644\u0627\u06cc\u0644\u06cc \u060c XAI \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a \u0627\u0632 \u0631\u0648\u06cc\u06a9\u0631\u062f Openai \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 \u062d\u0633\u0627\u0628\u062f\u0627\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0627\u06cc\u0647 \u062a\u0627\u0633\u0641 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0627\u0632 XAI \u0648\u0627\u0631\u062f API \u0634\u062f. <\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0633\u062e\u062a\u06cc \u0622\u0645\u0648\u062e\u062a\u0647 \u0627\u0645 &#8230; \u0627\u06af\u0631 \u0627\u0632 \u0645\u062f\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 Grok-3 Mini \u06a9\u0647 \u0627\u062e\u06cc\u0631\u0627\u064b \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f (\u06a9\u0647 \u0628\u0647 \u0647\u0631 \u062d\u0627\u0644 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a) \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0634\u0627\u0646\u0647 \u062e\u0648\u062f \u0631\u0627 \u0627\u0634\u062a\u0628\u0627\u0647 \u06af\u0632\u0627\u0631\u0634 \u062f\u0647\u06cc\u062f &#8230; tldr \u061b \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u0631 \u062f\u0648 Openai \u0648 Xai \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 usage.completion_tokens_details.reasoning_tokens &hellip;<\/p>\n","protected":false},"author":2,"featured_media":109117,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-109116","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/109116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=109116"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/109116\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/109117"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=109116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=109116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=109116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}