Changelog / added

New Component: Prompt Token Counter

added February 15, 2026 · prompt, tokens, new-component

Live Preview — prompt-token-counter-01

Token Metrics

Total Count

1,242

Cost Est.

$0.0034

Input

842

Cache

400

Context Window Utilization0.8%

Why Token Counting Matters

Every LLM has a context window — the maximum number of tokens it can process in a single request. Go over the limit and your request will either be truncated or rejected entirely.

Our new Prompt Token Counter gives you instant visibility into your token usage as you type.

Features

Real-Time Counting

As you type or paste text into the input area, the counter updates instantly. No need to submit or click anything.

Model-Aware Limits

Select your target model and the counter automatically adjusts the maximum threshold:

ModelContext Window
GPT-4o128,000 tokens
Claude 3.5 Sonnet200,000 tokens
Gemini 2.0 Flash1,000,000 tokens
Llama 3.1 70B128,000 tokens

Visual Progress Bar

A color-coded progress bar shows your usage:

  • Green — Under 50% of the limit
  • Yellow — 50–80% of the limit
  • Red — Over 80%, approaching the maximum

Copy-Friendly

One-click copy of the token count for logging, documentation, or sharing with your team.

Pro tip: Use this alongside the Prompt Template Editor to ensure your templates stay within budget across all models.