Usage habits

2,025 sessions and 103,839 requests since 27 May 2026. Store read Tue 27 Oct 2026, 12:28, local time UTC-04:00.

De-identified export. Generated Tue 27 Oct 2026, 12:28. Window: 4 weeks. Dollar figures are rounded to the nearest dollar.

Activity by weekday and hour

4 weeks to Tue 27 Oct 2026, 12:28, local time UTC-04:00. Shade is uncached input plus output tokens.

Weekday01234567891011121314151617181920212223
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Hover or focus a cell for its figures.

Tokens from1,503260,501536,1291,072,1392,030,308

Model by task kind

4 weeks to Tue 27 Oct 2026, 12:28. Requests by canonical model and the session's task label; a subagent counts under its parent's label. Column totals match the label totals of query summary --group-by label --since 4w.

Each web scales its largest topic to the outer ring. Ring ticks and axis labels give the share of that model's requests.

claude-fable-5-1

4,120 requests Anthropic

claude-fable-5-1 task mixShare of this model's requests. The outer ring is the largest topic, 28.1%. research: 1,109 requests, 26.9%; coding: 1,156 requests, 28.1%; debugging: 336 requests, 8.2%; writing: 56 requests, 1.4%; review: 991 requests, 24.1%; data-analysis: 281 requests, 6.8%; ops-config: 98 requests, 2.4%; other: 93 requests, 2.3%.7.0%14.0%21.0%28.1%research: 1,109 requests (26.9%)research26.9%coding: 1,156 requests (28.1%)coding28.1%debugging: 336 requests (8.2%)debugging8.2%writing: 56 requests (1.4%)writing1.4%review: 991 requests (24.1%)review24.1%data-analysis: 281 requests (6.8%)data analysis6.8%ops-config: 98 requests (2.4%)ops config2.4%other: 93 requests (2.3%)other2.3%

claude-opus-5-5

17,271 requests Anthropic

claude-opus-5-5 task mixShare of this model's requests. The outer ring is the largest topic, 29.7%. research: 2,390 requests, 13.8%; coding: 4,090 requests, 23.7%; debugging: 881 requests, 5.1%; writing: 286 requests, 1.7%; review: 2,396 requests, 13.9%; data-analysis: 1,653 requests, 9.6%; ops-config: 5,124 requests, 29.7%; other: 451 requests, 2.6%.7.4%14.8%22.3%29.7%research: 2,390 requests (13.8%)research13.8%coding: 4,090 requests (23.7%)coding23.7%debugging: 881 requests (5.1%)debugging5.1%writing: 286 requests (1.7%)writing1.7%review: 2,396 requests (13.9%)review13.9%data-analysis: 1,653 requests (9.6%)data analysis9.6%ops-config: 5,124 requests (29.7%)ops config29.7%other: 451 requests (2.6%)other2.6%

claude-sonnet-5-5

1,291 requests Anthropic

claude-sonnet-5-5 task mixShare of this model's requests. The outer ring is the largest topic, 35.9%. research: 463 requests, 35.9%; coding: 133 requests, 10.3%; debugging: 29 requests, 2.2%; writing: 0 requests, 0.0%; review: 10 requests, 0.8%; data-analysis: 0 requests, 0.0%; ops-config: 448 requests, 34.7%; other: 208 requests, 16.1%.9.0%17.9%26.9%35.9%research: 463 requests (35.9%)research35.9%coding: 133 requests (10.3%)coding10.3%debugging: 29 requests (2.2%)debugging2.2%writing: 0 requests (0.0%)writing0.0%review: 10 requests (0.8%)review0.8%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 448 requests (34.7%)ops config34.7%other: 208 requests (16.1%)other16.1%

claude-haiku-5-5

12,252 requests Anthropic

claude-haiku-5-5 task mixShare of this model's requests. The outer ring is the largest topic, 85.5%. research: 849 requests, 6.9%; coding: 644 requests, 5.3%; debugging: 29 requests, 0.2%; writing: 58 requests, 0.5%; review: 10,472 requests, 85.5%; data-analysis: 25 requests, 0.2%; ops-config: 130 requests, 1.1%; other: 45 requests, 0.4%.21.4%42.7%64.1%85.5%research: 849 requests (6.9%)research6.9%coding: 644 requests (5.3%)coding5.3%debugging: 29 requests (0.2%)debugging0.2%writing: 58 requests (0.5%)writing0.5%review: 10,472 requests (85.5%)review85.5%data-analysis: 25 requests (0.2%)data analysis0.2%ops-config: 130 requests (1.1%)ops config1.1%other: 45 requests (0.4%)other0.4%

claude-haiku-4-5

299 requests Anthropic

claude-haiku-4-5 task mixShare of this model's requests. The outer ring is the largest topic, 100.0%. research: 0 requests, 0.0%; coding: 0 requests, 0.0%; debugging: 0 requests, 0.0%; writing: 0 requests, 0.0%; review: 0 requests, 0.0%; data-analysis: 0 requests, 0.0%; ops-config: 299 requests, 100.0%; other: 0 requests, 0.0%.25.0%50.0%75.0%100.0%research: 0 requests (0.0%)research0.0%coding: 0 requests (0.0%)coding0.0%debugging: 0 requests (0.0%)debugging0.0%writing: 0 requests (0.0%)writing0.0%review: 0 requests (0.0%)review0.0%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 299 requests (100.0%)ops config100.0%other: 0 requests (0.0%)other0.0%

gpt-6-astra

343 requests OpenAI

gpt-6-astra task mixShare of this model's requests. The outer ring is the largest topic, 33.5%. research: 115 requests, 33.5%; coding: 68 requests, 19.8%; debugging: 41 requests, 12.0%; writing: 31 requests, 9.0%; review: 34 requests, 9.9%; data-analysis: 0 requests, 0.0%; ops-config: 34 requests, 9.9%; other: 20 requests, 5.8%.8.4%16.8%25.1%33.5%research: 115 requests (33.5%)research33.5%coding: 68 requests (19.8%)coding19.8%debugging: 41 requests (12.0%)debugging12.0%writing: 31 requests (9.0%)writing9.0%review: 34 requests (9.9%)review9.9%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 34 requests (9.9%)ops config9.9%other: 20 requests (5.8%)other5.8%

gpt-6.1-sol

12,205 requests OpenAI

gpt-6.1-sol task mixShare of this model's requests. The outer ring is the largest topic, 23.6%. research: 2,116 requests, 17.3%; coding: 2,859 requests, 23.4%; debugging: 1,189 requests, 9.7%; writing: 925 requests, 7.6%; review: 2,003 requests, 16.4%; data-analysis: 180 requests, 1.5%; ops-config: 2,881 requests, 23.6%; other: 52 requests, 0.4%.5.9%11.8%17.7%23.6%research: 2,116 requests (17.3%)research17.3%coding: 2,859 requests (23.4%)coding23.4%debugging: 1,189 requests (9.7%)debugging9.7%writing: 925 requests (7.6%)writing7.6%review: 2,003 requests (16.4%)review16.4%data-analysis: 180 requests (1.5%)data analysis1.5%ops-config: 2,881 requests (23.6%)ops config23.6%other: 52 requests (0.4%)other0.4%

gpt-6-sol

141 requests OpenAI

gpt-6-sol task mixShare of this model's requests. The outer ring is the largest topic, 43.3%. research: 31 requests, 22.0%; coding: 0 requests, 0.0%; debugging: 0 requests, 0.0%; writing: 0 requests, 0.0%; review: 61 requests, 43.3%; data-analysis: 0 requests, 0.0%; ops-config: 49 requests, 34.8%; other: 0 requests, 0.0%.10.8%21.6%32.4%43.3%research: 31 requests (22.0%)research22.0%coding: 0 requests (0.0%)coding0.0%debugging: 0 requests (0.0%)debugging0.0%writing: 0 requests (0.0%)writing0.0%review: 61 requests (43.3%)review43.3%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 49 requests (34.8%)ops config34.8%other: 0 requests (0.0%)other0.0%

gpt-6-luna

2,574 requests OpenAI

gpt-6-luna task mixShare of this model's requests. The outer ring is the largest topic, 36.7%. research: 944 requests, 36.7%; coding: 428 requests, 16.6%; debugging: 462 requests, 17.9%; writing: 174 requests, 6.8%; review: 60 requests, 2.3%; data-analysis: 0 requests, 0.0%; ops-config: 478 requests, 18.6%; other: 28 requests, 1.1%.9.2%18.3%27.5%36.7%research: 944 requests (36.7%)research36.7%coding: 428 requests (16.6%)coding16.6%debugging: 462 requests (17.9%)debugging17.9%writing: 174 requests (6.8%)writing6.8%review: 60 requests (2.3%)review2.3%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 478 requests (18.6%)ops config18.6%other: 28 requests (1.1%)other1.1%

gpt-5.6-sol

73 requests OpenAI

gpt-5.6-sol task mixShare of this model's requests. The outer ring is the largest topic, 80.8%. research: 59 requests, 80.8%; coding: 14 requests, 19.2%; debugging: 0 requests, 0.0%; writing: 0 requests, 0.0%; review: 0 requests, 0.0%; data-analysis: 0 requests, 0.0%; ops-config: 0 requests, 0.0%; other: 0 requests, 0.0%.20.2%40.4%60.6%80.8%research: 59 requests (80.8%)research80.8%coding: 14 requests (19.2%)coding19.2%debugging: 0 requests (0.0%)debugging0.0%writing: 0 requests (0.0%)writing0.0%review: 0 requests (0.0%)review0.0%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 0 requests (0.0%)ops config0.0%other: 0 requests (0.0%)other0.0%

gemini-4-argon

701 requests Google

gemini-4-argon task mixShare of this model's requests. The outer ring is the largest topic, 57.6%. research: 75 requests, 10.7%; coding: 404 requests, 57.6%; debugging: 17 requests, 2.4%; writing: 0 requests, 0.0%; review: 94 requests, 13.4%; data-analysis: 111 requests, 15.8%; ops-config: 0 requests, 0.0%; other: 0 requests, 0.0%.14.4%28.8%43.2%57.6%research: 75 requests (10.7%)research10.7%coding: 404 requests (57.6%)coding57.6%debugging: 17 requests (2.4%)debugging2.4%writing: 0 requests (0.0%)writing0.0%review: 94 requests (13.4%)review13.4%data-analysis: 111 requests (15.8%)data analysis15.8%ops-config: 0 requests (0.0%)ops config0.0%other: 0 requests (0.0%)other0.0%

gemini-3.8-flash

13,199 requests Google

gemini-3.8-flash task mixShare of this model's requests. The outer ring is the largest topic, 68.8%. research: 1,568 requests, 11.9%; coding: 1,711 requests, 13.0%; debugging: 326 requests, 2.5%; writing: 0 requests, 0.0%; review: 0 requests, 0.0%; data-analysis: 507 requests, 3.8%; ops-config: 9,087 requests, 68.8%; other: 0 requests, 0.0%.17.2%34.4%51.6%68.8%research: 1,568 requests (11.9%)research11.9%coding: 1,711 requests (13.0%)coding13.0%debugging: 326 requests (2.5%)debugging2.5%writing: 0 requests (0.0%)writing0.0%review: 0 requests (0.0%)review0.0%data-analysis: 507 requests (3.8%)data analysis3.8%ops-config: 9,087 requests (68.8%)ops config68.8%other: 0 requests (0.0%)other0.0%
Exact request counts by task kind
Modelresearchcodingdebuggingwritingreviewdata-analysisops-configotherTotal
claude-opus-5-52,3904,0908812862,3961,6535,12445117,271
gemini-3.8-flash1,5681,711326005079,087013,199
claude-haiku-5-5849644295810,472251304512,252
gpt-6.1-sol2,1162,8591,1899252,0031802,8815212,205
claude-fable-5-11,1091,1563365699128198934,120
gpt-6-luna944428462174600478282,574
claude-sonnet-5-54631332901004482081,291
gemini-4-argon754041709411100701
gpt-6-astra1156841313403420343
claude-haiku-4-50000002990299
gpt-6-sol31000610490141
gpt-5.6-sol591400000073
Total9,71911,5073,3101,53016,1212,75718,62889764,469

Requests from10451154481,189

How much of my work I hand to subagents

4 weeks to Tue 27 Oct 2026, 12:28. Tokens are uncached input plus output. Figures match query agents --since 4w.

Share of tokens spent in subagent threads vs main threads. Each square is 5 %. By month covers all history.

RowSquarestokenssessions with subagents
claude-code89 %52 of 129
codex26 %22 of 144
antigravity3 %2 of 57
All tools58 %76 of 330
RowSquarestokens
May0 %
Jun4 %
Jul2 %
Aug10 %
Sep5 %
Oct, so far61 %

subagent threadsmain threads

Cost by project

4 weeks to Tue 27 Oct 2026, 12:28. Sessions, tokens and cost match query projects --since 4w.

ProjectSessionsTokensEst. costTools
AsterX8974,460,971,357$1488 63 / 14 / 23 %
t3code1341,567,519,614$357 31 / 50 / 20 %
project E135461,402,068$188 41 / 34 / 24 %
design98322,187,687$171 62 / 17 / 21 %
aweSOM29113,231,810$71 76 / 12 / 13 %
tvh0021.github.io442,163,897$26 100 %
project O260,057,117$11 100 %
project H2126,773,901$9 47 / 44 / 9 %
project R1021,179,282$6 15 / 76 / 9 %
project S825,176,722$6 34 / 66 %

The 10 costliest of 39 projects with activity in this window. Linked projects are public on GitHub. Other project names are pseudonyms shared across this export. Tool shares are percentages of requests.

What my use would cost at API prices, by week

4 weeks to Tue 27 Oct 2026, 12:28. Estimated cost by week, counted back from now, at API list prices; the total row matches query summary --since 4w. Figures are rounded independently to the nearest dollar; displayed rows may not add up.

Weekclaude-codecodexantigravityTotal
from 29 Sep-$41$19$60
from 6 Oct$34$88$8$130
from 13 Oct$797$125$132$1054
from 20 Oct$940$129$31$1101
Total$1771$384$190$2345

96 % of input tokens were cache reads (claude-code 96 %, codex 97 % and antigravity 95 %), priced at the cheaper cache rate.

How often I exhaust a window limit

4 weeks to Tue 27 Oct 2026, 12:28. Closed windows of each plan's own limits; pools are left out.

Each bar is every closed window, by how full it got before it reset. A tool needs 5 closed windows for a bar.

claude-codeclaude-code: 3 of 18 windows under 25 %claude-code: 5 of 18 windows 25 to 75 %claude-code: 1 of 18 windows 75 to 99 %claude-code: 9 of 18 windows ran out50 % ran out18 windowscodexcodex: 79 of 128 windows under 25 %codex: 24 of 128 windows 25 to 75 %codex: 17 of 128 windows 75 to 99 %codex: 8 of 128 windows ran out6 % ran out128 windows
codexcodex: 4 of 8 windows 25 to 75 %codex: 3 of 8 windows 75 to 99 %codex: 1 of 8 windows ran out12 % ran out8 windows
under 25 %25 to 75 %75 to 99 %ran out