# Token Counter LLM API 비용을 추정하고 토큰을 계산하며 수백 개 모델의 요금을 비교하세요. - Findings24: - 웹사이트: - 가격: Freemium - 카테고리: AI 재미 도구 ## Token Counter란 무엇인가요? Token Counter is a web-based LLM pricing calculator and token counter for estimating API usage costs across a large set of models. The homepage says it supports GPT-5, Claude, Gemini, Llama, DeepSeek, and 300+ LLM models, with one interface for counting tokens and comparing prices across providers. The main workflow is simple: paste a prompt or enter usage in tokens, words, characters, or API calls, then review the resulting cost estimates in the model table. The page also notes that token counts use the OpenAI cl100k tokenizer as a reference, so counts are approximate and may differ slightly by model. ## Token Counter(으)로 무엇을 할 수 있나요? ### Prompt-to-cost estimation Paste a prompt and the calculator estimates its token count, then prices that prompt across the models shown in the table. ### Multiple input modes Switch between token counts, words, characters, and API calls to model different ways of estimating usage. ### Cross-model price comparison Compare input and output pricing for GPT-5, Claude, Gemini, Llama, DeepSeek, and many other models in one view. ### Pricing table by model Shows a model table with input cost, output cost, and estimated tokens so you can scan pricing differences quickly. ### Reference-based token counting Uses the OpenAI cl100k tokenizer as a reference and notes that actual counts may vary slightly by model. ### Updated pricing snapshot Surfaces a last-updated timestamp for the pricing view, which helps readers understand when the displayed rates were refreshed. ## 사용 사례 ### Pre-flight API budgeting Estimate the cost of a prompt before sending it to multiple LLMs so you can choose a model based on price rather than guesswork. ### Model comparison Compare how the same text prices across GPT-5, Claude, Gemini, Llama, DeepSeek, and other models when you are evaluating options. ### Prompt optimization Check token usage and projected cost while drafting or editing prompts to keep requests smaller and easier to control. ### Usage conversion Use the calculator to translate usage in words, characters, or API calls into a model-specific cost estimate. ### Pricing research Review the pricing table as a quick reference when you need a current snapshot of input and output pricing across many models. ## 자주 묻는 질문 ### What does Token Counter do? It is a web-based calculator and token counter for estimating LLM API costs from prompts, token counts, words, or characters. ### Which models can it compare? The page states that it supports GPT-5, Claude, Gemini, Llama, DeepSeek, and 300+ models. It compares pricing across providers in one place. ### How do you estimate cost with it? The page notes a prompt-based workflow where you paste text and the tool counts tokens and prices it across models below. It also offers input modes for tokens, words, characters, and API calls. ### How accurate are the token counts? The page says token counting uses the OpenAI cl100k tokenizer as a reference, and that actual counts vary slightly by model. ### Is it designed for teams? The source does not show team, account, or admin features, so usage should be treated as individual web-tool access unless more documentation is provided. ## 주요 정보 - **Category**: AI pricing calculator - **Platform**: Web app - **Primary use**: Token counting and API cost estimation - **Supported workflow**: Prompt-based cost comparison across models - **Domain**: token-counter.app - **Pricing**: Free API cost estimator