{"id":48903,"date":"2026-01-10T22:47:34","date_gmt":"2026-01-10T14:47:34","guid":{"rendered":"https:\/\/www.geobok.com\/geo-toolkit\/token-calculator\/"},"modified":"2026-04-03T11:01:40","modified_gmt":"2026-04-03T03:01:40","slug":"token-calculator","status":"publish","type":"page","link":"https:\/\/www.geobok.com\/en\/geo-toolkit\/token-calculator\/","title":{"rendered":"Token Calculator"},"content":{"rendered":"\n<style>\n\/* ===== \u672c\u5de5\u5177\u7279\u6709\u6837\u5f0f ===== *\/\n.tk-expl-box { background: var(--geo-bg-page); border: 1px solid var(--geo-border); border-radius: var(--geo-radius-md); padding: 24px; margin-bottom: 20px; font-size: 14px; color: var(--geo-text-body); line-height: 1.7; }\n.tk-expl-title { font-weight: 700; color: var(--geo-text-primary); margin-bottom: 12px; font-size: 15px; display: flex; align-items: center; gap: 6px; }\n.tk-expl-list { margin: 0; padding-left: 0; list-style: none; }\n.tk-expl-list li { margin-bottom: 8px; color: var(--geo-text-body); position: relative; padding-left: 18px; }\n.tk-expl-list li::before { content: \"\u2022\"; color: #3b82f6; font-weight: bold; position: absolute; left: 0; }\n.tk-note { background: #fffbeb; border: 1px solid #fcd34d; padding: 12px 16px; color: #92400e; font-size: 13px; border-radius: var(--geo-radius-sm); margin-top: 18px; display: flex; align-items: start; gap: 8px; }\n\n\/* \u7edf\u8ba1\u680f *\/\n.tk-stats-bar { display: flex; gap: 30px; background: var(--geo-bg-page); padding: 15px 25px; border-radius: var(--geo-radius-md); margin-bottom: 20px; border: 1px solid var(--geo-border); }\n.tk-stat-item { font-size: 16px; color: var(--geo-text-muted); font-weight: 500; }\n.tk-stat-val { color: var(--geo-primary); font-weight: 700; font-size: 18px; margin-left: 6px; }\n\n\/* Token \u89c6\u89c9\u5316\u5c55\u793a\u533a *\/\n.tk-output-box { min-height: 150px; padding: 25px; border: 1px solid var(--geo-border); border-radius: var(--geo-radius-md); background: #fff; font-size: 17px; line-height: 1.8; word-wrap: break-word; white-space: pre-wrap; }\n.tk-placeholder { color: var(--geo-text-faint); font-style: italic; font-size: 15px; }\n\n\/* 10\u8272\u5faa\u73af\u8272\u5757 *\/\n.tk-token { display: inline; padding: 2px 0; border-radius: 0; transition: all 0.2s; }\n.tk-token:hover { filter: brightness(0.9); cursor: crosshair; }\n.tk-token:nth-child(10n+1) { background-color: rgba(167,243,208,0.5); }\n.tk-token:nth-child(10n+2) { background-color: rgba(253,230,138,0.5); }\n.tk-token:nth-child(10n+3) { background-color: rgba(191,219,254,0.5); }\n.tk-token:nth-child(10n+4) { background-color: rgba(254,202,202,0.5); }\n.tk-token:nth-child(10n+5) { background-color: rgba(229,231,235,0.6); }\n.tk-token:nth-child(10n+6) { background-color: rgba(214,188,250,0.5); }\n.tk-token:nth-child(10n+7) { background-color: rgba(255,213,128,0.5); }\n.tk-token:nth-child(10n+8) { background-color: rgba(165,243,252,0.5); }\n.tk-token:nth-child(10n+9) { background-color: rgba(187,247,208,0.5); }\n.tk-token:nth-child(10n+10){ background-color: rgba(249,168,212,0.5); }\n\n.tk-footer { display: flex; justify-content: flex-end; gap: 12px; margin-top: 20px; }\n\n@media (max-width: 600px) {\n    .tk-stats-bar { flex-direction: column; gap: 10px; }\n}\n<\/style>\n\n<div class=\"geo-card\">\n    <div class=\"geo-hero\">\n        <h2 class=\"geo-hero__title\">\ud83e\uddee Token Calculator<\/h2>\n        <p class=\"geo-hero__desc\">See how AI tokenizes your content<\/p>\n    \n<div class=\"geo-about\">\n    <details class=\"geo-about__section\">\n        <summary>\ud83d\udcd6 What does this tool measure?<\/summary>\n        <div class=\"geo-about__body\">\n            <p>AI doesn't process text by words or characters \u2014 it uses tokens, fragments between letters and words. Common phrases stay intact; rare terms get split into smaller pieces. This tool shows you exactly how your text gets tokenized.<\/p>\n            <p class=\"geo-about__ref\">See <em>Make AI Speak for You: The Definitive Guide to GEO<\/em>, Ch. 2.2<\/p>\n        <\/div>\n    <\/details>\n    <details class=\"geo-about__section\">\n        <summary>\u2753 FAQ: GEO Impact<\/summary>\n        <div class=\"geo-about__body\">\n            <div class=\"geo-faq-item\"><h4>Why should I care about token count?<\/h4><p>Every AI model has a context-window limit. If your answer block burns too many tokens, it leaves less room for other content.<\/p><\/div>\n            <div class=\"geo-faq-item\"><h4>Does it matter if a term gets split?<\/h4><p>Fragmented terms use more tokens and may lose semantic precision. Use the most common natural phrasing for core terminology.<\/p><\/div>\n            <div class=\"geo-faq-item\"><h4>How long should an answer block be?<\/h4><p>A practical range is 200-400 Chinese characters (roughly 100-250 English words). See Ch. 5.2.<\/p><\/div>\n        <\/div>\n    <\/details>\n<\/div>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Why should I care about token count?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Every AI model has a context-window limit. If your answer block burns too many tokens, it leaves less room for other content.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Does it matter if a term gets split?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Fragmented terms use more tokens and may lose semantic precision. Use the most common natural phrasing for core terminology.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"How long should an answer block be?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"A practical range is 200-400 Chinese characters (roughly 100-250 English words). See Ch. 5.2.\"\n      }\n    }\n  ]\n}\n<\/script>\n\n<\/div>\n\n    <div class=\"geo-action\">\n        <div class=\"tk-expl-box\">\n            <span class=\"tk-expl-title\">\ud83d\udca1 \u4e3a\u4ec0\u4e48 GEO \u4f18\u5316\u9700\u8981\u5173\u6ce8 Token\uff1f<\/span>\n            <div>\u751f\u6210\u5f0f\u5f15\u64ce\u5e76\u4e0d\u50cf\u4eba\u7c7b\u4e00\u6837\u6309\"\u5b57\"\u9605\u8bfb\uff0c\u800c\u662f\u6309 <strong>Token\uff08\u8bcd\u5143\uff09<\/strong> \u8fdb\u884c\u8ba1\u8d39\u4e0e\u7406\u89e3\u3002\u672c\u5de5\u5177\u57fa\u4e8e <strong>GPT-4o (o200k_base)<\/strong> \u6700\u65b0\u6807\u51c6\u3002<\/div>\n            <ul class=\"tk-expl-list\">\n                <li><strong>\u6210\u672c\u4e0e\u901f\u5ea6\uff1a<\/strong> Token \u8d8a\u7cbe\u7b80\uff0cAI \u63a8\u7406\u901f\u5ea6\u8d8a\u5feb\uff0cAPI \u8c03\u7528\u6210\u672c\u8d8a\u4f4e\u3002<\/li>\n                <li><strong>\u8bed\u4e49\u5bc6\u5ea6\uff1a<\/strong> AI \u7684\"\u6ce8\u610f\u529b\u7a97\u53e3\"\u6709\u9650\u3002\u9ad8\u5bc6\u5ea6\u7684 Token \u7ec4\u5408\u80fd\u63d0\u5347 RAG \u7684\u53ec\u56de\u6982\u7387\u3002<\/li>\n                <li><strong>\u4e2d\u6587\u7279\u6027\uff1a<\/strong> \u5728 o200k \u6807\u51c6\u4e0b\uff0c\u5e38\u7528\u6c49\u5b57\u901a\u5e38\u4e3a 1 \u4e2a Token\uff0c\u4f46\u751f\u50fb\u5b57\u53ef\u80fd\u5360\u7528 2-3 \u4e2a\u3002<\/li>\n            <\/ul>\n            <div class=\"tk-note\">\n                <span>\ud83d\udd2c <strong>\u5fae\u89c2\u89c6\u89d2\uff1a<\/strong>\u7ed3\u679c\u4e2d\u7684 <code>&lt;E6 8B&gt;<\/code> \u4ee3\u7801\u8bf4\u660e\u8be5\u6c49\u5b57\u88ab AI \u62c6\u89e3\u4e3a\u66f4\u5e95\u5c42\u7684\u5b57\u8282\uff0c\u5c5e\u4e8e\u6b63\u5e38\u5206\u8bcd\u73b0\u8c61\u3002<\/span>\n            <\/div>\n        <\/div>\n\n        <textarea id=\"tk-input\" class=\"geo-input\" style=\"min-height:150px;\" placeholder=\"Enter text to see how AI tokenizes it...\"><\/textarea>\n\n        <div class=\"tk-stats-bar\" style=\"margin-top:20px;\">\n            <div class=\"tk-stat-item\">\u5b57\u7b26\u603b\u6570: <span id=\"tk-chars\" class=\"tk-stat-val\">0<\/span><\/div>\n            <div class=\"tk-stat-item\">Tokens: <span id=\"tk-tokens\" class=\"tk-stat-val\">0<\/span><\/div>\n        <\/div>\n\n        <div id=\"tk-output\" class=\"tk-output-box\">\n            <span class=\"tk-placeholder\">\u5206\u8bcd\u7ed3\u679c\u5c06\u5728\u6b64\u5904\u4ee5\u89c6\u89c9\u5316\u8272\u5757\u663e\u793a...<\/span>\n        <\/div>\n\n        <div class=\"tk-footer\">\n            <button id=\"tk-clear\" class=\"geo-btn geo-btn--ghost geo-btn--sm\">\u6e05\u7a7a<\/button>\n            <button id=\"tk-submit\" class=\"geo-btn\">Parse tokens<\/button>\n        <\/div>\n    <\/div>\n<\/div>\n\n<script>\ndocument.addEventListener('DOMContentLoaded', function(){\n    var input = document.getElementById('tk-input');\n    var output = document.getElementById('tk-output');\n    var charsEl = document.getElementById('tk-chars');\n    var tokensEl = document.getElementById('tk-tokens');\n    var btnSubmit = document.getElementById('tk-submit');\n    var btnClear = document.getElementById('tk-clear');\n\n    input.addEventListener('input', function(){ charsEl.innerText = input.value.length.toLocaleString(); });\n\n    btnSubmit.addEventListener('click', async function(){\n        var text = input.value;\n        if(!text){ alert('\u8bf7\u8f93\u5165\u5185\u5bb9\u540e\u518d\u8bd5'); return; }\n        GeoAPI.disableBtn(btnSubmit, GeoAPI.t('btn.analyzing'));\n        output.style.opacity = '0.5';\n        try {\n            var data = await GeoAPI.post('\/geo\/tokenize',{text:text});\n            output.innerHTML = '';\n            if(!data.tokens || data.tokens.length===0){ output.innerHTML='<span class=\"tk-placeholder\">\u65e0\u6709\u6548 Token<\/span>'; }\n            else { data.tokens.forEach(function(t){ var s=document.createElement('span'); s.className='tk-token'; s.innerText=t; output.appendChild(s); }); }\n            tokensEl.innerText = (data.count||0).toLocaleString();\n        } catch(e){ if(!e._geoAuthHandled) output.innerHTML='<div class=\"geo-error\">'+GeoAPI.escapeHtml(e.message)+'<\/div>'; }\n        finally { GeoAPI.enableBtn(btnSubmit,'\u89e3\u6790 Token'); output.style.opacity='1'; }\n    });\n\n    btnClear.addEventListener('click', function(){\n        input.value=''; charsEl.innerText='0'; tokensEl.innerText='0';\n        output.innerHTML='<span class=\"tk-placeholder\">\u7b49\u5f85\u8f93\u5165...<\/span>';\n        input.focus();\n    });\n});\n<\/script>\n\n        \n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":48884,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-48903","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/pages\/48903","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/comments?post=48903"}],"version-history":[{"count":0,"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/pages\/48903\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/pages\/48884"}],"wp:attachment":[{"href":"https:\/\/www.geobok.com\/en\/wp-json\/wp\/v2\/media?parent=48903"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}