LLM Token Calculator
LLM Token Calculator
Count tokens instantly and compare cost across all major AI models side by side.
| Model | Input cost | Context | Fits? |
|---|---|---|---|
| GPT-4o | $0.000070 | 128K | Yes |
| GPT-4o mini | $0.000004 | 128K | Yes |
| GPT-4 Turbo | $0.000280 | 128K | Yes |
| Claude 3.5 Sonnet | $0.000084 | 200K | Yes |
| Claude 3 Haiku | $0.000007 | 200K | Yes |
| Claude 3 Opus | $0.000420 | 200K | Yes |
| Gemini 1.5 Pro | $0.000035 | 1M | Yes |
| Gemini 1.5 Flash | $0.000002 | 1M | Yes |
| Llama 3 70B | $0.000017 | 8.192K | Yes |
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How Do Tokens Work in Large Language Models?
Tokens are small pieces of text that represent words, subwords, or characters, depending on the model’s tokenizer system. Instead of reading full sentences, AI models break text into these tokens for processing efficiency.
How Does an LLM Token Calculator Actually Work?
An LLM Token Calculator works by simulating the tokenizer used in AI models. It takes input text, breaks it into tokens, and then calculates the total number of tokens used. It also estimates output tokens based on expected response length.
How Can You Reduce Token Usage in AI Applications?
Reducing token usage is important for lowering AI costs. One way is to write shorter and more precise prompts so that fewer tokens are used.
Second, you can optimize the output length by limiting unnecessary responses.
FAQs About LLM Token Calculator
What is an LLM Token Calculator used for?
An LLM Token Calculator is used to estimate how many tokens a text input and output will consume in AI models.
Why are tokens important in AI models?
Tokens are important because AI models do not process full words or sentences directly. Instead, they break text into smaller units called tokens
Is one word equal to one token?
No, one word is not always equal to one token. Some words may be split into multiple tokens, while simple words may be one token. Tokenization depends on the model’s system.
Do all AI models use the same token pricing?
No, different models have different pricing structures.
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