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Token Counter

Free token counter for AI models. Paste your text to see the estimated token count for GPT and Claude, so you can stay within context limits. Essential for AI prompt engineering.

Tokens
Characters

A token counter is a useful tool when working with language models or other AI systems that have limitations on the number of tokens (words, subwords, or other units) that can be processed in a single input. This is often the case with large language models like GPT-3, GPT-4 or BERT, which have maximum input lengths that can range from a few hundred to a few thousand tokens.

How to use our token counter?

Simply input your text in the box above, and the token count will be displayed on the screen

Why use a token counter

Avoid Truncation: By monitoring the token count of your input, you can ensure that it doesn't exceed the model's maximum length. This prevents your input from being truncated, which could lead to important information being lost.

Optimize Input Length: You can use the token count to iteratively refine your input, trimming unnecessary content to stay within the model's limits while preserving the key information you want to convey.

Understand Model Capabilities: Tracking the token counts of your inputs and the corresponding model outputs can help you understand the practical limitations of the language model you're using, informing how you structure your prompts and requests.

Enable Effective Chunking: If your input does exceed the model's maximum length, a token counter can help you identify where to split it into smaller, manageable chunks that can be processed independently.

Frequently Asked Questions

What is a token in AI models?
A token is a piece of text that AI models process. It can be a word, part of a word, or punctuation. For example, 'hello' is one token, but 'unbelievable' might be 3 tokens (un + believ + able). Token counts vary by language.
Why do I need to count tokens?
AI models have context limits (e.g., GPT-4 has 8K, 32K, or 128K token limits). Counting tokens helps you: stay within limits, estimate API costs, optimize prompts, and ensure your input fits within the model's capacity.
How accurate is this token counter?
This counter provides a close estimate based on typical tokenization patterns. Different AI models use different tokenizers, so counts may vary slightly from the actual model. For precise counts, always check your specific AI platform.
What is the token limit for ChatGPT?
ChatGPT (GPT-4) has different limits depending on the version: GPT-4 standard is 8,192 tokens, GPT-4 Turbo is 128,000 tokens, and GPT-3.5 is 16,385 tokens. Tokens include both your input and the AI's response.
How many tokens is 1,000 words?
Approximately 1,300-1,500 tokens for English text. As a rough estimate: 1 word ≈ 1.3-1.5 tokens. However, this varies based on vocabulary complexity and punctuation. Technical text often uses more tokens.
How can I reduce token count?
Tips to reduce tokens: remove unnecessary words, use abbreviations, avoid repetition, simplify sentences, remove formatting markup, and be concise. Every token saved extends your available context window.

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