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: all time. Dollar figures are rounded to the nearest dollar.

Activity by weekday and hour

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

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Hover or focus a cell for its figures.

Tokens from3,0151,188,1842,212,2573,575,5595,548,904

Model by task kind

All time 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.

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-opus-4-6

189 requests Anthropic

claude-opus-4-6 task mixShare of this model's requests. The outer ring is the largest topic, 55.6%. research: 0 requests, 0.0%; coding: 105 requests, 55.6%; debugging: 0 requests, 0.0%; writing: 20 requests, 10.6%; review: 0 requests, 0.0%; data-analysis: 0 requests, 0.0%; ops-config: 64 requests, 33.9%; other: 0 requests, 0.0%.13.9%27.8%41.7%55.6%research: 0 requests (0.0%)research0.0%coding: 105 requests (55.6%)coding55.6%debugging: 0 requests (0.0%)debugging0.0%writing: 20 requests (10.6%)writing10.6%review: 0 requests (0.0%)review0.0%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 64 requests (33.9%)ops config33.9%other: 0 requests (0.0%)other0.0%

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

1,407 requests OpenAI

gpt-6-astra task mixShare of this model's requests. The outer ring is the largest topic, 29.9%. research: 420 requests, 29.9%; coding: 338 requests, 24.0%; debugging: 41 requests, 2.9%; writing: 275 requests, 19.5%; review: 147 requests, 10.4%; data-analysis: 95 requests, 6.8%; ops-config: 71 requests, 5.0%; other: 20 requests, 1.4%.7.5%14.9%22.4%29.9%research: 420 requests (29.9%)research29.9%coding: 338 requests (24.0%)coding24.0%debugging: 41 requests (2.9%)debugging2.9%writing: 275 requests (19.5%)writing19.5%review: 147 requests (10.4%)review10.4%data-analysis: 95 requests (6.8%)data analysis6.8%ops-config: 71 requests (5.0%)ops config5.0%other: 20 requests (1.4%)other1.4%

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

3,767 requests OpenAI

gpt-6-sol task mixShare of this model's requests. The outer ring is the largest topic, 37.8%. research: 401 requests, 10.6%; coding: 878 requests, 23.3%; debugging: 1,423 requests, 37.8%; writing: 501 requests, 13.3%; review: 309 requests, 8.2%; data-analysis: 0 requests, 0.0%; ops-config: 255 requests, 6.8%; other: 0 requests, 0.0%.9.4%18.9%28.3%37.8%research: 401 requests (10.6%)research10.6%coding: 878 requests (23.3%)coding23.3%debugging: 1,423 requests (37.8%)debugging37.8%writing: 501 requests (13.3%)writing13.3%review: 309 requests (8.2%)review8.2%data-analysis: 0 requests (0.0%)data analysis0.0%ops-config: 255 requests (6.8%)ops config6.8%other: 0 requests (0.0%)other0.0%

gpt-6-luna

4,036 requests OpenAI

gpt-6-luna task mixShare of this model's requests. The outer ring is the largest topic, 28.5%. research: 969 requests, 24.0%; coding: 1,152 requests, 28.5%; debugging: 521 requests, 12.9%; writing: 311 requests, 7.7%; review: 261 requests, 6.5%; data-analysis: 6 requests, 0.1%; ops-config: 788 requests, 19.5%; other: 28 requests, 0.7%.7.1%14.3%21.4%28.5%research: 969 requests (24.0%)research24.0%coding: 1,152 requests (28.5%)coding28.5%debugging: 521 requests (12.9%)debugging12.9%writing: 311 requests (7.7%)writing7.7%review: 261 requests (6.5%)review6.5%data-analysis: 6 requests (0.1%)data analysis0.1%ops-config: 788 requests (19.5%)ops config19.5%other: 28 requests (0.7%)other0.7%

gpt-5.6-sol

12,428 requests OpenAI

gpt-5.6-sol task mixShare of this model's requests. The outer ring is the largest topic, 23.4%. research: 2,467 requests, 19.9%; coding: 2,905 requests, 23.4%; debugging: 814 requests, 6.5%; writing: 2,759 requests, 22.2%; review: 1,249 requests, 10.0%; data-analysis: 1,623 requests, 13.1%; ops-config: 611 requests, 4.9%; other: 0 requests, 0.0%.5.8%11.7%17.5%23.4%research: 2,467 requests (19.9%)research19.9%coding: 2,905 requests (23.4%)coding23.4%debugging: 814 requests (6.5%)debugging6.5%writing: 2,759 requests (22.2%)writing22.2%review: 1,249 requests (10.0%)review10.0%data-analysis: 1,623 requests (13.1%)data analysis13.1%ops-config: 611 requests (4.9%)ops config4.9%other: 0 requests (0.0%)other0.0%

gpt-5.6-terra

1,272 requests OpenAI

gpt-5.6-terra task mixShare of this model's requests. The outer ring is the largest topic, 39.5%. research: 200 requests, 15.7%; coding: 62 requests, 4.9%; debugging: 0 requests, 0.0%; writing: 348 requests, 27.4%; review: 71 requests, 5.6%; data-analysis: 89 requests, 7.0%; ops-config: 502 requests, 39.5%; other: 0 requests, 0.0%.9.9%19.7%29.6%39.5%research: 200 requests (15.7%)research15.7%coding: 62 requests (4.9%)coding4.9%debugging: 0 requests (0.0%)debugging0.0%writing: 348 requests (27.4%)writing27.4%review: 71 requests (5.6%)review5.6%data-analysis: 89 requests (7.0%)data analysis7.0%ops-config: 502 requests (39.5%)ops config39.5%other: 0 requests (0.0%)other0.0%

gpt-5.6-luna

3,776 requests OpenAI

gpt-5.6-luna task mixShare of this model's requests. The outer ring is the largest topic, 42.7%. research: 1,613 requests, 42.7%; coding: 238 requests, 6.3%; debugging: 745 requests, 19.7%; writing: 513 requests, 13.6%; review: 235 requests, 6.2%; data-analysis: 294 requests, 7.8%; ops-config: 77 requests, 2.0%; other: 61 requests, 1.6%.10.7%21.4%32.0%42.7%research: 1,613 requests (42.7%)research42.7%coding: 238 requests (6.3%)coding6.3%debugging: 745 requests (19.7%)debugging19.7%writing: 513 requests (13.6%)writing13.6%review: 235 requests (6.2%)review6.2%data-analysis: 294 requests (7.8%)data analysis7.8%ops-config: 77 requests (2.0%)ops config2.0%other: 61 requests (1.6%)other1.6%

gpt-5.5

5,299 requests OpenAI

gpt-5.5 task mixShare of this model's requests. The outer ring is the largest topic, 28.6%. research: 688 requests, 13.0%; coding: 1,079 requests, 20.4%; debugging: 291 requests, 5.5%; writing: 1,513 requests, 28.6%; review: 387 requests, 7.3%; data-analysis: 1,258 requests, 23.7%; ops-config: 83 requests, 1.6%; other: 0 requests, 0.0%.7.1%14.3%21.4%28.6%research: 688 requests (13.0%)research13.0%coding: 1,079 requests (20.4%)coding20.4%debugging: 291 requests (5.5%)debugging5.5%writing: 1,513 requests (28.6%)writing28.6%review: 387 requests (7.3%)review7.3%data-analysis: 1,258 requests (23.7%)data analysis23.7%ops-config: 83 requests (1.6%)ops config1.6%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-3.1-pro

12 requests Google

gemini-3.1-pro task mixShare of this model's requests. The outer ring is the largest topic, 75.0%. research: 9 requests, 75.0%; 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: 3 requests, 25.0%; other: 0 requests, 0.0%.18.8%37.5%56.2%75.0%research: 9 requests (75.0%)research75.0%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: 3 requests (25.0%)ops config25.0%other: 0 requests (0.0%)other0.0%

gemini-3.8-flash

23,514 requests Google

gemini-3.8-flash task mixShare of this model's requests. The outer ring is the largest topic, 42.7%. research: 2,510 requests, 10.7%; coding: 6,057 requests, 25.8%; debugging: 1,848 requests, 7.9%; writing: 2,008 requests, 8.5%; review: 279 requests, 1.2%; data-analysis: 761 requests, 3.2%; ops-config: 10,051 requests, 42.7%; other: 0 requests, 0.0%.10.7%21.4%32.1%42.7%research: 2,510 requests (10.7%)research10.7%coding: 6,057 requests (25.8%)coding25.8%debugging: 1,848 requests (7.9%)debugging7.9%writing: 2,008 requests (8.5%)writing8.5%review: 279 requests (1.2%)review1.2%data-analysis: 761 requests (3.2%)data analysis3.2%ops-config: 10,051 requests (42.7%)ops config42.7%other: 0 requests (0.0%)other0.0%
Exact request counts by task kind
Modelresearchcodingdebuggingwritingreviewdata-analysisops-configotherTotal
gemini-3.8-flash2,5106,0571,8482,00827976110,051023,514
claude-opus-5-52,3904,0908812862,3961,6535,12445117,271
gpt-5.6-sol2,4672,9058142,7591,2491,623611012,428
claude-haiku-5-5849644295810,472251304512,252
gpt-6.1-sol2,1162,8591,1899252,0031802,8815212,205
gpt-5.56881,0792911,5133871,2588305,299
claude-fable-5-11,1091,1563365699128198934,120
gpt-6-luna9691,1525213112616788284,036
gpt-5.6-luna1,61323874551323529477613,776
gpt-6-sol4018781,423501309025503,767
gpt-6-astra420338412751479571201,407
6 other models747704463681752001,3162083,764
Total16,27922,1008,1649,57318,9046,37621,485958103,839

Requests from61303368141,623

How much of my work I hand to subagents

All time to Tue 27 Oct 2026, 12:28. Tokens are uncached input plus output. Figures match query agents.

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 130
codex11 %98 of 501
antigravity1 %4 of 118
All tools25 %154 of 749
RowSquarestokens
May0 %
Jun4 %
Jul2 %
Aug10 %
Sep5 %
Oct, so far61 %

subagent threadsmain threads

Cost by project

All time to Tue 27 Oct 2026, 12:28. Sessions, tokens and cost match query projects.

ProjectSessionsTokensEst. costTools
AsterX1,1065,258,207,293$1928 53 / 26 / 22 %
t3code1822,805,747,666$613 16 / 48 / 35 %
project C84541,465,706$488 2 / 98 %
athenapp_root53521,099,787$424 100 %
project E218736,234,161$298 25 / 48 / 27 %
design106372,054,207$180 50 / 14 / 37 %
project G41170,178,299$116 100 %
project H41300,523,633$77 6 / 41 / 52 %
aweSOM29113,231,810$71 76 / 12 / 13 %
tvh0021.github.io17111,643,434$50 35 / 58 / 8 %

The 10 costliest of 81 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 month

All time to Tue 27 Oct 2026, 12:28. Estimated cost by local calendar month, at API list prices; the total row matches query summary. Figures are rounded independently to the nearest dollar; displayed rows may not add up.

Each column is a month's use at API list prices, split by tool. The dashed outline is where this month ends at each tool's pace so far.

claude-code codex antigravity

Est. cost by month and toolMay 2026: est. $68 (codex $68); Jun 2026: est. $421 (codex $421); Jul 2026: est. $458 (codex $458); Aug 2026: est. $315 (codex $315); Sep 2026: est. $807 (codex $611, antigravity $196); Oct 2026: est. $2,331 (claude-code $1,771, codex $382, antigravity $178), on pace for $4,424May 2026: est. $68 (codex $68)$68MayJun 2026: est. $421 (codex $421)$421JunJul 2026: est. $458 (codex $458)$458JulAug 2026: est. $315 (codex $315)$315AugSep 2026: est. $807 (codex $611, antigravity $196)$807SepOct 2026: est. $2,331 (claude-code $1,771, codex $382, antigravity $178), on pace for $4,424$4,424 paceOct$2,33127 of 31 days
Monthclaude-codecodexantigravityTotal
May 2026-$68-$68
Jun 2026-$421-$421
Jul 2026-$458-$458
Aug 2026-$315-$315
Sep 2026-$611$196$808
Oct 2026$1771$382$178$2331
Total$1771$2254$375$4401

95 % of input tokens were cache reads (claude-code 96 %, codex 95 % and antigravity 91 %), priced at the cheaper cache rate.

How often I exhaust a window limit

All time 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: 156 of 297 windows under 25 %codex: 77 of 297 windows 25 to 75 %codex: 31 of 297 windows 75 to 99 %codex: 33 of 297 windows ran out11 % ran out297 windows
codexcodex: 17 of 49 windows under 25 %codex: 16 of 49 windows 25 to 75 %codex: 7 of 49 windows 75 to 99 %codex: 9 of 49 windows ran out18 % ran out49 windows
under 25 %25 to 75 %75 to 99 %ran out