tokenstat
tokenstat

Attilalegend

@attila
Worth at list API rates
$7,368

What these tokens would have cost billed per token at each model's published price. It is the one figure that compares across people on different plans.

List-rate estimate / day
on a plan$5,903
paid per token$1,465
per active day$111.64
13.32B
tokens
201.9M on a working day
53,387
requests
249.5K each
66
active days
of 86 tracked
32
day streak
still running

Activity

+60% vs previous 30 days

13.32B tokens over 66 active days · last 12 months

Averaging 201.9M on a day worked, with a median of 170.2M. Busiest was Aug 5, 2026 at 742.4M. Cells are shaded by what the day was worth at list rates, not by token count. Hover a day for the models and harnesses behind it.

OctNovDecJanFebMarAprMayJunJulAugSepMonWedFriSep 8, 2025: no activitySep 9, 2025: no activitySep 10, 2025: no activitySep 11, 2025: no activitySep 12, 2025: no activitySep 13, 2025: no activitySep 14, 2025: no activitySep 15, 2025: no activitySep 16, 2025: no activitySep 17, 2025: no activitySep 18, 2025: no activitySep 19, 2025: no activitySep 20, 2025: no activitySep 21, 2025: no activitySep 22, 2025: no activitySep 23, 2025: no activitySep 24, 2025: no activitySep 25, 2025: no activitySep 26, 2025: no activitySep 27, 2025: no activitySep 28, 2025: no activitySep 29, 2025: no activitySep 30, 2025: no activityOct 1, 2025: no activityOct 2, 2025: no activityOct 3, 2025: no activityOct 4, 2025: no activityOct 5, 2025: no activityOct 6, 2025: no activityOct 7, 2025: no activityOct 8, 2025: no activityOct 9, 2025: no activityOct 10, 2025: no activityOct 11, 2025: no activityOct 12, 2025: no activityOct 13, 2025: no activityOct 14, 2025: no activityOct 15, 2025: no activityOct 16, 2025: no activityOct 17, 2025: no activityOct 18, 2025: no activityOct 19, 2025: no activityOct 20, 2025: no activityOct 21, 2025: no activityOct 22, 2025: no activityOct 23, 2025: no activityOct 24, 2025: no activityOct 25, 2025: no activityOct 26, 2025: no activityOct 27, 2025: no activityOct 28, 2025: no activityOct 29, 2025: no activityOct 30, 2025: no activityOct 31, 2025: no activityNov 1, 2025: no activityNov 2, 2025: no activityNov 3, 2025: no activityNov 4, 2025: no activityNov 5, 2025: no activityNov 6, 2025: no activityNov 7, 2025: no activityNov 8, 2025: no activityNov 9, 2025: no activityNov 10, 2025: no activityNov 11, 2025: no activityNov 12, 2025: no activityNov 13, 2025: no activityNov 14, 2025: no activityNov 15, 2025: no activityNov 16, 2025: no activityNov 17, 2025: no activityNov 18, 2025: no activityNov 19, 2025: no activityNov 20, 2025: no activityNov 21, 2025: no activityNov 22, 2025: no activityNov 23, 2025: no activityNov 24, 2025: no activityNov 25, 2025: no activityNov 26, 2025: no activityNov 27, 2025: no activityNov 28, 2025: no activityNov 29, 2025: no activityNov 30, 2025: no activityDec 1, 2025: no activityDec 2, 2025: no activityDec 3, 2025: no activityDec 4, 2025: no activityDec 5, 2025: no activityDec 6, 2025: no activityDec 7, 2025: no activityDec 8, 2025: no activityDec 9, 2025: no activityDec 10, 2025: no activityDec 11, 2025: no activityDec 12, 2025: no activityDec 13, 2025: no activityDec 14, 2025: no activityDec 15, 2025: no activityDec 16, 2025: no activityDec 17, 2025: no activityDec 18, 2025: no activityDec 19, 2025: no activityDec 20, 2025: no activityDec 21, 2025: no activityDec 22, 2025: no activityDec 23, 2025: no activityDec 24, 2025: no activityDec 25, 2025: no activityDec 26, 2025: no activityDec 27, 2025: no activityDec 28, 2025: no activityDec 29, 2025: no activityDec 30, 2025: no activityDec 31, 2025: no activityJan 1, 2026: no activityJan 2, 2026: no activityJan 3, 2026: no activityJan 4, 2026: no activityJan 5, 2026: no activityJan 6, 2026: no activityJan 7, 2026: no activityJan 8, 2026: no activityJan 9, 2026: no activityJan 10, 2026: no activityJan 11, 2026: no activityJan 12, 2026: no activityJan 13, 2026: no activityJan 14, 2026: no activityJan 15, 2026: no activityJan 16, 2026: no activityJan 17, 2026: no activityJan 18, 2026: no activityJan 19, 2026: no activityJan 20, 2026: no activityJan 21, 2026: no activityJan 22, 2026: no activityJan 23, 2026: no activityJan 24, 2026: no activityJan 25, 2026: no activityJan 26, 2026: no activityJan 27, 2026: no activityJan 28, 2026: no activityJan 29, 2026: no activityJan 30, 2026: no activityJan 31, 2026: no activityFeb 1, 2026: no activityFeb 2, 2026: no activityFeb 3, 2026: no activityFeb 4, 2026: no activityFeb 5, 2026: no activityFeb 6, 2026: no activityFeb 7, 2026: no activityFeb 8, 2026: no activityFeb 9, 2026: no activityFeb 10, 2026: no activityFeb 11, 2026: no activityFeb 12, 2026: no activityFeb 13, 2026: no activityFeb 14, 2026: no activityFeb 15, 2026: no activityFeb 16, 2026: no activityFeb 17, 2026: no activityFeb 18, 2026: no activityFeb 19, 2026: no activityFeb 20, 2026: no activityFeb 21, 2026: no activityFeb 22, 2026: no activityFeb 23, 2026: no activityFeb 24, 2026: no activityFeb 25, 2026: no activityFeb 26, 2026: no activityFeb 27, 2026: no activityFeb 28, 2026: no activityMar 1, 2026: no activityMar 2, 2026: no activityMar 3, 2026: no activityMar 4, 2026: no activityMar 5, 2026: no activityMar 6, 2026: no activityMar 7, 2026: no activityMar 8, 2026: no activityMar 9, 2026: no activityMar 10, 2026: no activityMar 11, 2026: no activityMar 12, 2026: no activityMar 13, 2026: no activityMar 14, 2026: no activityMar 15, 2026: no activityMar 16, 2026: no activityMar 17, 2026: no activityMar 18, 2026: no activityMar 19, 2026: no activityMar 20, 2026: no activityMar 21, 2026: no activityMar 22, 2026: no activityMar 23, 2026: no activityMar 24, 2026: no activityMar 25, 2026: no activityMar 26, 2026: no activityMar 27, 2026: no activityMar 28, 2026: no activityMar 29, 2026: no activityMar 30, 2026: no activityMar 31, 2026: no activityApr 1, 2026: no activityApr 2, 2026: no activityApr 3, 2026: no activityApr 4, 2026: no activityApr 5, 2026: no activityApr 6, 2026: no activityApr 7, 2026: no activityApr 8, 2026: no activityApr 9, 2026: no activityApr 10, 2026: no activityApr 11, 2026: no activityApr 12, 2026: no activityApr 13, 2026: no activityApr 14, 2026: no activityApr 15, 2026: no activityApr 16, 2026: no activityApr 17, 2026: no activityApr 18, 2026: no activityApr 19, 2026: no activityApr 20, 2026: no activityApr 21, 2026: no activityApr 22, 2026: no activityApr 23, 2026: no activityApr 24, 2026: no activityApr 25, 2026: no activityApr 26, 2026: no activityApr 27, 2026: no activityApr 28, 2026: no activityApr 29, 2026: no activityApr 30, 2026: no activityMay 1, 2026: no activityMay 2, 2026: no activityMay 3, 2026: no activityMay 4, 2026: no activityMay 5, 2026: no activityMay 6, 2026: no activityMay 7, 2026: no activityMay 8, 2026: no activityMay 9, 2026: no activityMay 10, 2026: no activityMay 11, 2026: no activityMay 12, 2026: no activityMay 13, 2026: no activityMay 14, 2026: no activityMay 15, 2026: no activityMay 16, 2026: no activityMay 17, 2026: no activityMay 18, 2026: no activityMay 19, 2026: no activityMay 20, 2026: no activityMay 21, 2026: no activityMay 22, 2026: no activityMay 23, 2026: no activityMay 24, 2026: no activityMay 25, 2026: no activityMay 26, 2026: no activityMay 27, 2026: no activityMay 28, 2026: no activityMay 29, 2026: no activityMay 30, 2026: no activityMay 31, 2026: no activityJun 1, 2026: no activityJun 2, 2026: no activityJun 3, 2026: no activityJun 4, 2026: no activityJun 5, 2026: no activityJun 6, 2026: no activityJun 7, 2026: no activityJun 8, 2026: no activityJun 9, 2026: no activityJun 10, 2026: no activityJun 11, 2026: no activityJun 12, 2026: no activityJun 13, 2026: no activityJun 14, 2026: no activityJun 15, 2026: no activityJun 16, 2026: no activityJun 17, 2026: no activityJun 18, 2026: 175.4K tokens, 7 requestsJun 19, 2026: no activityJun 20, 2026: $2.63 at list rates, 9.9M tokens, 1 requestsJun 21, 2026: $2.46 at list rates, 9.3M tokens, 1 requestsJun 22, 2026: $1.63 at list rates, 6.2M tokens, 1 requestsJun 23, 2026: $2.82 at list rates, 10.7M tokens, 1 requestsJun 24, 2026: no activityJun 25, 2026: no activityJun 26, 2026: no activityJun 27, 2026: no activityJun 28, 2026: no activityJun 29, 2026: no activityJun 30, 2026: no activityJul 1, 2026: no activityJul 2, 2026: no activityJul 3, 2026: no activityJul 4, 2026: no activityJul 5, 2026: no activityJul 6, 2026: no activityJul 7, 2026: no activityJul 8, 2026: $78.23 at list rates, 258.3M tokens, 974 requestsJul 9, 2026: $51.34 at list rates, 103.8M tokens, 368 requestsJul 10, 2026: $88.92 at list rates, 170.2M tokens, 843 requestsJul 11, 2026: $6.24 at list rates, 5.5M tokens, 90 requestsJul 12, 2026: $36.02 at list rates, 39.7M tokens, 236 requestsJul 13, 2026: $150.27 at list rates, 138.7M tokens, 614 requestsJul 14, 2026: $29.04 at list rates, 24.7M tokens, 78 requestsJul 15, 2026: no activityJul 16, 2026: $3.86 at list rates, 2.4M tokens, 34 requestsJul 17, 2026: $82.33 at list rates, 206.2M tokens, 720 requestsJul 18, 2026: $4.97 at list rates, 12.1M tokens, 91 requestsJul 19, 2026: $91 at list rates, 244.1M tokens, 583 requestsJul 20, 2026: $143.16 at list rates, 292.0M tokens, 1,134 requestsJul 21, 2026: $122.47 at list rates, 380.7M tokens, 1,439 requestsJul 22, 2026: $24.60 at list rates, 32.7M tokens, 184 requestsJul 23, 2026: no activityJul 24, 2026: $12.40 at list rates, 33.6M tokens, 181 requestsJul 25, 2026: $16.93 at list rates, 39.2M tokens, 269 requestsJul 26, 2026: $162.26 at list rates, 268.2M tokens, 836 requestsJul 27, 2026: $24.18 at list rates, 44.6M tokens, 79 requestsJul 28, 2026: $50.09 at list rates, 66.1M tokens, 239 requestsJul 29, 2026: $180.65 at list rates, 326.1M tokens, 485 requestsJul 30, 2026: $49.91 at list rates, 63.4M tokens, 442 requestsJul 31, 2026: $23.40 at list rates, 21.1M tokens, 132 requestsAug 1, 2026: $4.50 at list rates, 2.3M tokens, 32 requestsAug 2, 2026: $65.91 at list rates, 156.4M tokens, 764 requestsAug 3, 2026: $190.12 at list rates, 350.1M tokens, 1,191 requestsAug 4, 2026: $375.39 at list rates, 657.3M tokens, 1,845 requestsAug 5, 2026: $425.11 at list rates, 742.4M tokens, 2,516 requestsAug 6, 2026: $239.43 at list rates, 413.7M tokens, 1,235 requestsAug 7, 2026: $106.24 at list rates, 232.0M tokens, 698 requestsAug 8, 2026: no activityAug 9, 2026: no activityAug 10, 2026: no activityAug 11, 2026: $13.96 at list rates, 31.8M tokens, 249 requestsAug 12, 2026: $81.78 at list rates, 183.9M tokens, 886 requestsAug 13, 2026: $62.68 at list rates, 343.5M tokens, 1,690 requestsAug 14, 2026: $108.64 at list rates, 302.0M tokens, 1,790 requestsAug 15, 2026: $58.69 at list rates, 105.4M tokens, 836 requestsAug 16, 2026: $33.64 at list rates, 160.4M tokens, 1,097 requestsAug 17, 2026: $12.94 at list rates, 92.8M tokens, 472 requestsAug 18, 2026: $48.75 at list rates, 84.8M tokens, 679 requestsAug 19, 2026: $98.34 at list rates, 189.2M tokens, 1,329 requestsAug 20, 2026: $52.48 at list rates, 126.1M tokens, 944 requestsAug 21, 2026: $101.55 at list rates, 170.2M tokens, 827 requestsAug 22, 2026: $190.07 at list rates, 328.0M tokens, 1,133 requestsAug 23, 2026: $133.48 at list rates, 244.3M tokens, 1,058 requestsAug 24, 2026: $119.47 at list rates, 199.6M tokens, 678 requestsAug 25, 2026: $263.27 at list rates, 427.6M tokens, 1,610 requestsAug 26, 2026: $377.07 at list rates, 670.2M tokens, 2,224 requestsAug 27, 2026: $269.27 at list rates, 479.3M tokens, 1,617 requestsAug 28, 2026: $213.58 at list rates, 375.9M tokens, 1,835 requestsAug 29, 2026: $226.52 at list rates, 405.2M tokens, 1,475 requestsAug 30, 2026: $128.43 at list rates, 226.6M tokens, 980 requestsAug 31, 2026: $65.95 at list rates, 115.2M tokens, 558 requestsSep 1, 2026: $36.59 at list rates, 56.7M tokens, 449 requestsSep 2, 2026: $152.45 at list rates, 264.7M tokens, 1,256 requestsSep 3, 2026: $128.59 at list rates, 250.8M tokens, 994 requestsSep 4, 2026: $61.07 at list rates, 104.7M tokens, 665 requestsSep 5, 2026: $89.06 at list rates, 93.9M tokens, 712 requestsSep 6, 2026: $83.58 at list rates, 104.3M tokens, 851 requestsSep 7, 2026: $136.55 at list rates, 245.8M tokens, 734 requestsSep 8, 2026: $172.15 at list rates, 225.2M tokens, 1,549 requestsSep 9, 2026: $433.53 at list rates, 693.5M tokens, 2,086 requestsSep 10, 2026: $329.97 at list rates, 266.2M tokens, 624 requestsSep 11, 2026: $235.32 at list rates, 391.2M tokens, 1,157 requests

Last 12 months in full on this profile, last synced Sep 11, 2026. Counters only: no prompts, no project names, no file paths.

Drift

What got reached for, month by month

Each row is one month at 100% of its own tokens, so a quiet month reads the same width as a loud one and the only thing changing is the mix.

Jun 26
Jul 26
Aug 26
Sep 26
claude-opus-5grok-4.6claude-sonnet-5grok-4.5claude-opus-4-8gpt-5.6-lunagpt-6-astradeepseek-v4-flashother

Where it goes

$7,368, split four ways

Output is a fraction of the tokens and usually most of the money, because it is priced at several times the rate of anything read back out of cache.

cache read
$5,861
cache write
$643.84
output
$591.99
fresh input
$271.25

Every model in this archive has a known rate.

Cache

Reuse, not volume

A raw token total mostly measures how much context got re-read. The ratios underneath it are the part that says anything about how the work was done.

99%
of everything entering the context window came from cache instead of being paid for again
386.4×
tokens of context read per token written
249.5K
tokens in an average request
cache read
98% · 13.08B
cache write
1% · 77.0M
output
0% · 34.4M
fresh input
1% · 135.2M

Models

23 models, mostly claude-opus-5

claude-opus-5
8.28B · 62.1%
$4,915 estimated at list rates · 28,286 requests
grok-4.6
1.31B · 9.8%
$780.46 estimated at list rates · 9,472 requests
claude-sonnet-5
1.11B · 8.3%
$298.16 estimated at list rates · 3,479 requests
grok-4.5
774.5M · 5.8%
$276.97 estimated at list rates · 4,067 requests
claude-opus-4-8
482.4M · 3.6%
$389.75 estimated at list rates · 2,331 requests
gpt-5.6-luna
380.0M · 2.9%
$10.76 estimated at list rates · 1,956 requests
gpt-6-astra
331.9M · 2.5%
$502.28 estimated at list rates · 531 requests
deepseek-v4-flash
303.4M · 2.3%
$4.72 estimated at list rates · 955 requests
claude-fable-5
106.3M · 0.8%
$153.52 estimated at list rates · 488 requests
glm-5.3-flash
49.6M · 0.4%
$1.75 estimated at list rates · 438 requests

+13 more below one percent.

Tools

6 harnesses, one archive

Claude Code
10.05B · 34,928 requests · $5,777
75.4%
Grok Build
2.08B · 13,511 requests · $1,055
15.6%
OpenCode
743.4M · 3,571 requests · $21.21
5.6%
Codex
399.7M · 823 requests · $504.36
3%
Antigravity
49.3M · 547 requests · $9.79
0.4%
OpenClaw
175.4K · 7 requests
0%

Rhythm

Heaviest on Wednesday

Tokens by day of the week, in the timezone each device reported.

Mon: 1.49B over 9 days
Tue: 1.97B over 10 days
Wed: 3.36B over 9 days
Thu: 2.05B over 10 days
Fri: 2.01B over 10 days
Sat: 1.00B over 9 days
Sun: 1.45B over 9 days

By month

4 months tracked, busiest Aug 26.

Jun 26: 36.3M over 5 days
Jul 26: 2.77B over 22 days
Aug 26: 7.82B over 28 days
Sep 26: 2.70B over 11 days

Hour of day is not in the sync payload yet, so the rhythm here stops at the day. See docs/tokenstat-sync-cli.md for what the CLI would need to send.

Spread

Across 29 projects

Project names stay on the device. What reaches us is an opaque hash we can count but never read, so a profile can show how the work was spread and never which work it was.

project 1
59.9%
project 2
17.5%
project 3
8.7%
project 4
4.4%
project 5
3.1%
project 6
2.4%
project 7
1.7%
project 8
0.9%

Ordered by size, unlabelled on purpose. The top project is 59.9% of everything.

How the counts were read

Some harnesses report token counts exactly. Others have to be derived from what they write to disk. The archive keeps that distinction rather than flattening it, so a number that was inferred never passes itself off as a measurement.

reported by the harness
80.8%
reconstructed, high confidence
15.9%
derived from local files
3.3%