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Visualizador Tiktoken — Ferramenta online grátis

Veja seu texto tokenizado — colorido, instantâneo, para GPT/Claude/Gemini

Visualize como modelos de IA tokenizam seu texto. Cada token em uma cor diferente. Entenda por que prompts custam o que custam. Gratuito.

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Free tiktoken visualizer — see tokens colored, live

Ferramentaolis Tiktoken Visualizer shows exactly how AI models tokenize your text. Each token gets a unique color, so you see where word boundaries are. Built on OpenAI cl100k_base encoding used by GPT-4, GPT-4o, and GPT-3.5.

How to use this tool

  1. 1

    Paste text

    Any prompt, code, or document. Tokens appear live as you type.

  2. 2

    Watch the colors

    Each token gets a unique color. Spaces, punctuation, word fragments all visible.

  3. 3

    Toggle view modes

    Colored, numbered, or raw-id view.

Why visualize tokens?

  • Debug prompt length — see what parts of your prompt cost the most
  • Understand token inefficiency — notice how JSON and numbers explode token counts
  • Optimize for cost — rewrite expensive sections
  • Learn how LLMs see text — tokens are the true input, not words

Frequently Asked Questions

What is a token?
A token is the smallest unit of text the AI model processes. Roughly 1 token equals 0.75 words in English.
Why do letters split weirdly?
Tokenizers use Byte-Pair Encoding (BPE). Common sequences become one token, rare ones split.
Why are numbers each a token?
GPT tokenizers are notoriously bad at numbers. This is why LLMs struggle with math.
Why is JSON so token-expensive?
Every brace, bracket, quote, and comma is its own token. A 200-char JSON can be 80-100 tokens.
Do Claude and Gemini tokenize differently?
Yes. We show cl100k_base (GPT-4/3.5/4o) exactly. Claude has a similar tokenizer. Gemini uses SentencePiece with 30 percent more tokens on average.
Is my text stored or sent?
Não. Tokenization runs in your browser. Zero server calls.

Pontos-chave

  • Tiktoken Visualizer is a free, browser-based developer tool — see your text tokenized — colorful, instant, for gpt/claude/gemini.
  • Não signup, no downloads, no file uploads. Ferramentas run in your browser; the few that need an outside service say so on the page.
  • Works on desktop, tablet, and mobile. Install as a PWA for offline access.

How to Use Tiktoken Visualizer

  1. Open the tool: Launch Tiktoken Visualizer on Ferramentaolis — no account or download needed.
  2. Enter your data: Paste text, enter values, or select a file directly in your browser.
  3. Get instant results: Everything is processed locally — results appear immediately.
  4. Copy or download: Save your output or share it. Bookmark for quick access next time.

Tiktoken Visualizer — Quick Facts

Preço
Grátis — sem limites, sem marca d’água, sem paywall
Privacidade
Processado no seu navegador. Ferramentas que precisam de um serviço externo avisam isso na página. As visitas são contadas (Google Analytics).
Plataforma
Qualquer navegador moderno — desktop, tablet ou celular
Categoria
Desenvolvedor Ferramentas on Ferramentaolis
Offline
Works offline after first visit (Progressive Web App)
RecursoDetalhes
FerramentaTiktoken Visualizer
CategoriaDesenvolvedor
Cadastro necessárioNão
Upload de arquivoNenhum — processado no navegador
Suporte mobileTotalmente responsivo
CustoGrátis para sempre

Why Use Tiktoken Visualizer?

You should try Tiktoken Visualizer for a quick, private way to see your text tokenized — colorful, instant, for gpt/claude/gemini. Processing happens in your browser and files are never uploaded; the few tools that need an outside service say so on the page.

On the other hand, dedicated APIs or desktop tools suit batch processing better. They also handle server-side automation. For everyday tasks, browser tools offer the best speed, privacy, and convenience.

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100% Privacidade. Esta ferramenta funciona inteiramente no seu navegador. Seus dados nunca são enviados a nenhum servidor.