How hard are you TokenMaxxing?

Find out your tier in 3 commands. No signup. Runs locally.

find out your tier
$ pip install tokenjam$ tj onboard --claude-code$ tj tokenmaxx
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Reads your existing ~/.claude/projects/ logs · 30 days of history · MIT-licensed

Here's what you'll see — a real run for a Max-5x user.

╭─ TokenJam TokenMaxxing Report ─────────────────────────────────────────────╮
│                                                                              │
│  🔥🔥 You're a TokenGigaChad.                                                │
│                                                                              │
│  Touch grass. Then run tj optimize.                                          │
│                                                                              │
│  $4056.82 in last 30d across 33 sessions.                                    │
│  That's 40.6× your Max 5x plan cost ($100/mo flat).                          │
│                                                                              │
│  💡 No obvious savings flagged yet — run tj optimize for the full report     │
│  once you have more data.                                                    │
│                                                                              │
╰──────────────────────────────────────────────────────────────────────────────╯
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The 5 tiers

Classification is based on how hard you're maxxing your plan — the multiplier between your last-30-days implied API value and your plan's flat monthly fee. Works for Pro ($20), Max-5x ($100), and Max-20x ($200) subscriptions.

  1. TokenSipper < 1× plan

    Are you even using AI?

  2. TokenModerator 1× – 4× plan

    Mostly reasonable. Try harder.

  3. TokenMaxxer 4× – 10× plan

    You're paying Anthropic's rent.

  4. TokenChad 10× – 20× plan

    You're paying their interns' rent too.

  5. TokenGigaChad 20×+ plan

    Touch grass. Then run `tj optimize`.

API users (pay per token, no plan to multiply against) get equivalent absolute thresholds — calibrated against Max-5x so the tier name carries the same meaning: Sipper < $100/mo · Moderator $100 – $400/mo · Maxxer $400 – $1,000/mo · Chad $1,000 – $2,000/mo · GigaChad $2,000+/mo.

What does it actually do with that?

The tier is the shock value. The point of the tool is what comes next: tj optimize runs four analyzers against your usage history and surfaces specific savings candidates — sessions where a cheaper model would have done the same job, prompt sections you could trim, prefixes you could cache, deterministic sequences you could replace with a script.

See how Downsize works → Or the full observability stack →