stop guessing what your ai costs you

You burned $340 on AI last month.
Got any idea what it did for you?

Claude, Cursor, Copilot, and the rest, all draining your card in separate tabs. Tokenwall reads every token and scores how hard each dollar actually worked.

$/Mt · dollars back per million tokens spent
Score my AI spend$9/mo · cancel whenever
tokenwall.app/dashboard
$396
/Mt
Efficient

You're getting strong value this week.

Up from $341/Mt last week. Two weeks running above $300. One good week from Compounder.

Subscription multiplier · Claude Max
8.4×
Your $100 plan did $840 of API-equivalent work. Top 22%.
All 7 tools · $/Mt
ANT
Anthropic$312
OAI
OpenAI$89
OR
OpenRouter$198
CC
Claude Codesync
CUR
Cursor$210
COP
Copilot$298
CDX
Codex$312
Every tool you're already paying for
Anthropic/OpenAI/OpenRouter/Claude Code/Cursor/Copilot/Codex/ Anthropic/OpenAI/OpenRouter/Claude Code/Cursor/Copilot/Codex/
60 seconds to set up

Connect once. Tokenwall does the rest.

No spreadsheet, no manual logging. Paste a key or run one command and 90 days of history shows up filled in.

1

Paste your API keys

Anthropic, OpenAI, OpenRouter. We read usage only, never your prompts.

sk-ant-•••••••••4f2a✓
sk-proj-•••••••2b9d✓
2

Sync your CLI tools

One command pulls Claude Code, Cursor, Copilot and Codex off your machine.

$ npx tokenwall sync
claude · cursor · copilot · codex ✓
3

Get your score

Making money? See your $/Mt. Just building? See the work you're putting through. Either way you're in.

$396
/Mt
Converter · #6
Subscription multiplier

Find out if that $100 plan is actually worth it.

Tokenwall works out what each subscription would've cost you on the raw API. An 8× means keep it without thinking. A 1.2× means cancel and pay per use. No more "eh, probably fine."

Claude Max · June
$100
↓
$840
8.4× the work, same money
Stack Audit

Which subscriptions are worth it, ranked.

Tokenwall runs the multiplier across every plan you pay for and sorts them best to worst. Keep the winners, cancel the dead weight, stop wondering.

Your stack · June $139/mo → $969 of work
MAX
Claude Max
$100/mo → $840 equivalent
8.4×
Keep
COP
Copilot
$19/mo → $87 equivalent
4.6×
Keep
CUR
Cursor Pro
$20/mo → $42 equivalent
2.1×
Fine
PLUS
ChatGPT Plus
$20/mo → $24 equivalent
1.2×
Cancel
the leaderboards

Builders flex their MRR. Now flex how much you get out of it.

Public building runs on a bit of healthy competition. Tokenwall adds a board for the thing nobody tracks yet: who actually gets the most out of their AI spend. Opt in, see where you land, climb.

Who earns the most per million tokens. Pure efficiency, so big spenders can't buy their way up.
1
@indie_builder_1
earning $1,240 per million tokens
$1,240
2
@saas_maker_42
$980
3
@solo_dev_x
$712
👀 @ship_it_dan is one good day off your spot.
6
@nadine · you
↑ 8 spots this week
$396

Opt in to any board. Your scores stay private until you do.

7
tools, one dashboard
90 days
backfilled instantly
3
leaderboards to climb
flex responsibly

Every score is one tap from a card built to be posted.

The good weeks brag for you. The bad ones make you look honest. Both end up in the group chat.

from the timeline

Builders who finally know their number.

Some of them wish they didn't.

"Turns out my Claude Max plan was doing 8× the work I paid for, and my GPT-4o habit was quietly torching $40 a week. Rerouted in five minutes."
D
Dan K.
@buildwithdan
"Not even monetised yet and this is still the tab I open first. Watching the multiplier climb is stupidly motivating."
S
Sara M.
@sara_ships
"The Compounder streak has me in a chokehold. Not breaking a 6-week run because I got lazy on a Tuesday."
M
Marcus B.
@mb_codes
"Finally a number that isn't a vanity metric. $/Mt is the only thing I check now. Killed three spreadsheets."
J
Jess T.
@jessbuilds
Nadine the Builder
"I built Tokenwall because I genuinely couldn't tell if my own AI spend was paying off. Four tools, four bills, no answer. So I made the thing that gives me one."
Nadine the Builder
who it's for

Whether you're cashing out or just vibing.

⚡

Indie hackers

Five projects, three AI tools, one card getting hammered. Find out which projects actually pay for their own tokens.

🛠

Vibe coders

Not charging anyone, and that's fine. See the leverage you're pulling from your subs and climb the volume board while you build.

💼

Solopreneurs

Four tools, four bills, one question: is any of it making you money? Now you get an answer instead of a hunch.

try it now

Get a rough idea before you sign up.

A couple of quick answers and we'll estimate your number. The real thing pulls your actual usage, but this gets you close.

Are you making money with your AI work?
Rough monthly AI spend$340
Monthly revenue from it$4,200
Your estimated $/Mt
$396/Mt
Rough estimate from typical token rates. Connect your tools for the real number.
why bother

The alternative is not knowing.

Guessing
A spreadsheet
Tokenwall
All your AI tools in one place
✕
✕
✓
Know if a subscription is worth it
✕
✕
✓
Updates itself, every day
✕
✕
✓
Tells you where you're overpaying
✕
✕
✓
Costs you a Saturday to set up
✕
every week
60 sec
pricing

One plan. Everything in. No upsells.

Monthly
$9/mo
Cancel whenever.
  • All 7 tools connected
  • $/Mt score & 90-day history
  • Subscription multiplier
  • All three leaderboards
  • Compounder streak tracking
  • Weekly verdict every Monday
2 months free
Annual
$79/yr
Works out to $6.58/mo.
  • All 7 tools connected
  • $/Mt score & 90-day history
  • Subscription multiplier
  • All three leaderboards
  • Compounder streak tracking
  • Weekly verdict every Monday
know your number

You're spending it anyway. Find out if it's working.

Score my AI spend