Flaskling

Token ranking

Who ran the most tokens through their agents. Opt-in and just for fun: a high rank earns no essence, no growth and no arena power.

Opens with accountsThis is a preview. Every name and number on this page is sample data.

  • Opted in4,812accounts this week
  • Top 1%48.5M+effective tokens
  • Top 5%17.5M+effective tokens
  • Top 10%10.5M+effective tokens
  • Top 25%6.0M+effective tokens

Top 100 · this week

  • Anthropic
  • OpenAI
  • Google
  • xAI
  • Other
Top 100 accounts by effective tokens on all models, this week
#AccountEffective tokensModel mix
1@cobalt-pike521M
2@frost-kiln340M
3@moss-ash273M
4@misty-loom210M
5@quiet-reed189M
6@pale-wick157M
7@brisk-cairn156M
8@ember-pike139M
9@quiet-finch130M
10@sunny-flint123M
11@brisk-heron114M
12@moss-lark113M
13@moss-vial109M
14@misty-kiln104M
15@cobalt-owl97.3M
16@rusty-reed95.1M
17@frost-pike93.5M
18@frost-wick89.2M
19@bright-kiln82.7M
20@lunar-reed81.8M
21@lunar-moth78.2M
22@ember-still76.6M
23@lunar-quill70.1M
24@bright-ash68.9M
25@velvet-byte68.7M

Showing 25 accounts, all models, this week.

Your spot

Private until you opt in

Usage never appears here by default. Opt in from your profile settings. Outside the top 100 you see a band, like top 10%, never an exact rank.

Effective tokens

Cache reads count a tenth

Output + uncached input + cache writes + 0.1 × cache reads. Long sessions reread their cache constantly, so counting it in full would reward leaving a session open.

Fair play

Checked before it’s shown

Counts are reported by your own collector, so the server screens them: totals must add up, daily cost must be plausible for the model, nothing from the future or more than 35 days back, and sudden spikes wait for review.

GitHub-verified accounts only. Only usage recorded after an account is linked counts. Working hours get a ranking of their own.