Understanding Token Usage

What Are Tokens?

Tokens are the small units of text SMARTCODER.ai uses to process and understand your survey data. They’re like the building blocks of language — each word, part of a word, or piece of punctuation counts as a token.

How Many Tokens Does a Survey Use?

Based on thousands of processed projects, an average survey — with around 750 open-ended responses — typically uses about 75,000 tokens. This includes:

  • Reading all your responses
  • Running multiple prompts and instructions per answer
  • Generating summaries, codes, and insights

So instead of worrying about tokens per word, you can simply think:

What Does That Mean for Your Plan?

Plan Included Tokens Approx. Surveys per Month
Spark (Free) 75,000 ~1 survey
Pulse 500,000 ~6–7 surveys
Flow 1.5 Million ~20 surveys
Surge 5 Million ~65+ surveys

Tokens Are Tracked Automatically

No need to worry about tracking anything. SMARTCODER.ai keeps count of all token usage for you.

Still curious?

Behind the scenes, token usage includes more than just your survey responses. It also covers prompt instructions, internal logic, and the AI’s output — but we package that all up into one easy number: tokens per survey.

If you ever need help estimating usage for a project, just reach out — we’re happy to help!