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How Many Tokens Am I Spending?

September 26, 2026

The Question

  • How many tokens I'm spending?

Setup

  • curl, claude-sonnet-5, claude-opus-5-5

Results

  • How many tokens are used?

claude-sonnet-5

curl https://api.anthropic.com/v1/messages/count_tokens \
  -H "x-api-key: $ANTHROPIC_API_KEY" \
  -H "content-type: application/json" \
  -H "anthropic-version: 2023-06-01" \
  -d '{
    "model": "claude-sonnet-5",
    "messages": [{
      "role": "user",
      "content": "how many tokens is this sentence?"
    }]
  }'
{"input_tokens":17} <--------

claude-opus-5-5

curl https://api.anthropic.com/v1/messages/count_tokens \
  -H "x-api-key: $ANTHROPIC_API_KEY" \
  -H "content-type: application/json" \
  -H "anthropic-version: 2023-06-01" \
  -d '{
    "model": "claude-opus-5-5",
    "messages": [{
      "role": "user",
      "content": "how many tokens is this sentence?"
    }]
  }'
{"input_tokens":19} <--------

What I learned

  • Not all LLMs "charge" the same amount of tokens
  • Available tokens are directly correlated with the chosen LLM and context

GIT Repository

  • N/A

Log

  • 2026-09-25 — Starting with something simple.