Two.Sigma
data as of 2026-10-27 01:31 (today) · today is still filling · last refresh interrupted

Outcomes every instant request from an Indian student, by IST day · losses stacked as % of requests, fulfilled as the line

By hour of day over the whole range · where in the day supply runs out

Volume requests, and what they billed

Where each day's loss fell each quarter's share of that day's lost requests · counts on hover

By grade requests as bars, the loss rate as the line — a grade asks more because more students are in it

By subject the busiest 10 · loss rate on hover, because a long tail of small subjects has no rate worth reading

Was anybody offered it? of the requests that were lost, how many tutors each was pushed to

18.1% nobody was pushed 1,037 66.8% pushed to 1-2 3,818 7.4% pushed to 3-4 425 7.6% pushed to 5 or more 435

A lost request with no rows in the push log counts as “nobody was pushed”, because that is what it is. This separates a routing failure from a supply shortage: both leave the student without a tutor, and only one of them is fixed by recruiting.

…and at which hours lost requests as bars, the share nobody was pushed for as the line

How deep the offers went, by hour share of that hour’s lost requests · counts on hover

The line above is only the red band below. Splitting the rest apart separates a matcher that never started from one that gave up after two tutors — the same loss to the student, a different repair.

Could the idle tutors have taken it? under 100% is a shortage of tutors; well over is a routing problem · the tutors behind it →

fixed week 2026-10-18 → 2026-10-25 — not 2026-10-14 → 2026-10-27, unlike everything else on this page. Tutor presence is written once a night, so it is always a day behind and cannot be re-cut by date.

2357% over the whole day 7616.5 sessions of idle capacity vs 323.1 lost 2377% in the hours carrying the loss 8, 10, 11, 13, 16, 17, 18, 19, 20, 21h

HourLostTutors online Idle Idle hrs Rate CapacityCovers
00 8.4 145.1 101.5 44.7 3.72 166.3 1986%
01 7.1 90.0 63.5 29.8 4.04 120.6 1692%
02 3.1 60.5 44.6 21.6 3.56 76.8 2458%
03 5.0 49.0 34.4 14.7 3.49 51.3 1027%
04 6.9 50.6 28.5 10.1 4.05 40.7 593%
05 10.2 80.6 39.6 9.1 6.36 57.9 565%
06 10.6 133.1 71.4 20.4 4.99 101.8 959%
07 9.0 181.2 106.4 39.0 5.18 202.2 2247%
08 12.8 229.1 134.5 52.8 4.91 259.3 2034%
09 10.8 256.8 155.9 64.6 4.63 298.6 2778%
10 12.9 268.8 159.0 69.4 4.98 345.6 2684%
11 13.1 277.0 149.9 65.4 4.91 321.3 2448%
12 11.2 274.9 152.8 68.7 5.36 368.0 3271%
13 12.5 278.4 149.1 62.8 5.13 321.9 2575%
14 12.5 288.4 172.4 74.2 4.81 356.9 2856%
15 11.8 292.0 180.8 77.9 4.86 378.3 3220%
16 13.8 313.2 197.4 89.6 4.84 433.3 3152%
17 16.0 383.8 229.8 102.7 5.29 543.3 3396%
18 32.2 474.5 214.5 100.4 6.6 662.4 2054%
19 35.0 492.4 210.6 98.9 6.58 650.8 1859%
20 28.8 454.1 224.2 105.4 5.51 581.0 2021%
21 18.4 399.1 237.2 111.9 4.72 527.9 2873%
22 11.4 327.6 210.4 96.4 4.26 410.5 3609%
23 9.6 231.9 156.1 74.5 4.56 339.8 3530%

Capacity is idle tutor-hours × sessions per busy tutor-hour, not a count of idle tutors: the average idle tutor is online about 22 minutes of an hour, so counting heads overstates it roughly threefold. It is an upper bound on what better routing could recover — it assumes idle tutors would work at the same rate as busy ones, when some are idle precisely because they decline. An hour that still comes out under 100% on that generous assumption is genuinely short of tutors. Hours that lost nothing show “—” rather than 0%.

Day by hour lost requests · the whole range, whatever the charts above are showing

00020406081012141618202210-1410-14 00:00 — 4 lost10-14 01:00 — 11 lost10-14 02:00 — 4 lost10-14 03:00 — 31 lost10-14 04:00 — 47 lost10-14 05:00 — 54 lost10-14 06:00 — 75 lost10-14 07:00 — 31 lost10-14 08:00 — 21 lost10-14 09:00 — 11 lost10-14 10:00 — 58 lost10-14 11:00 — 56 lost10-14 12:00 — 37 lost10-14 13:00 — 50 lost10-14 14:00 — 33 lost10-14 15:00 — 17 lost10-14 16:00 — 32 lost10-14 17:00 — 21 lost10-14 18:00 — 96 lost9610-14 19:00 — 172 lost17210-14 20:00 — 48 lost10-14 21:00 — 34 lost10-14 22:00 — 18 lost10-14 23:00 — 17 lost10-1510-15 00:00 — 17 lost10-15 01:00 — 2 lost10-15 02:00 — 11 lost10-15 03:00 — 17 lost10-15 04:00 — 46 lost10-15 05:00 — 53 lost10-15 06:00 — 29 lost10-15 07:00 — 22 lost10-15 08:00 — 22 lost10-15 09:00 — 20 lost10-15 10:00 — 25 lost10-15 11:00 — 39 lost10-15 12:00 — 38 lost10-15 13:00 — 23 lost10-15 14:00 — 18 lost10-15 15:00 — 13 lost10-15 16:00 — 8 lost10-15 17:00 — 23 lost10-15 18:00 — 47 lost10-15 19:00 — 84 lost8410-15 20:00 — 35 lost10-15 21:00 — 45 lost10-15 22:00 — 8 lost10-15 23:00 — 6 lost10-1610-16 00:00 — 11 lost10-16 01:00 — 9 lost10-16 02:00 — 26 lost10-16 03:00 — 13 lost10-16 04:00 — 52 lost10-16 05:00 — 41 lost10-16 06:00 — 21 lost10-16 07:00 — 25 lost10-16 08:00 — 36 lost10-16 09:00 — 15 lost10-16 10:00 — 14 lost10-16 11:00 — 25 lost10-16 12:00 — 20 lost10-16 13:00 — 30 lost10-16 14:00 — 44 lost10-16 15:00 — 20 lost10-16 16:00 — 30 lost10-16 17:00 — 18 lost10-16 18:00 — 50 lost10-16 19:00 — 61 lost10-16 20:00 — 70 lost10-16 21:00 — 38 lost10-16 22:00 — 14 lost10-16 23:00 — 9 lost10-1710-17 00:00 — 4 lost10-17 01:00 — 11 lost10-17 02:00 — 7 lost10-17 03:00 — 9 lost10-17 04:00 — 20 lost10-17 05:00 — 43 lost10-17 06:00 — 22 lost10-17 07:00 — 9 lost10-17 08:00 — 21 lost10-17 09:00 — 18 lost10-17 10:00 — 13 lost10-17 11:00 — 14 lost10-17 12:00 — 18 lost10-17 13:00 — 25 lost10-17 14:00 — 13 lost10-17 15:00 — 16 lost10-17 16:00 — 16 lost10-17 17:00 — 18 lost10-17 18:00 — 29 lost10-17 19:00 — 36 lost10-17 20:00 — 50 lost10-17 21:00 — 21 lost10-17 22:00 — 13 lost10-17 23:00 — 4 lost10-1810-18 00:00 — 6 lost10-18 01:00 — 12 lost10-18 02:00 — 8 lost10-18 03:00 — 13 lost10-18 04:00 — 8 lost10-18 05:00 — 16 lost10-18 06:00 — 7 lost10-18 07:00 — 3 lost10-18 08:00 — 24 lost10-18 09:00 — 9 lost10-18 10:00 — 17 lost10-18 11:00 — 7 lost10-18 12:00 — 6 lost10-18 13:00 — 12 lost10-18 14:00 — 19 lost10-18 15:00 — 3 lost10-18 16:00 — 13 lost10-18 17:00 — 10 lost10-18 18:00 — 22 lost10-18 19:00 — 25 lost10-18 20:00 — 24 lost10-18 21:00 — 8 lost10-18 22:00 — 9 lost10-18 23:00 — 4 lost10-1910-19 00:00 — 12 lost10-19 01:00 — 14 lost10-19 02:00 — 2 lost10-19 03:00 — 7 lost10-19 04:00 — 11 lost10-19 05:00 — 11 lost10-19 06:00 — 14 lost10-19 07:00 — 8 lost10-19 08:00 — 9 lost10-19 09:00 — 12 lost10-19 10:00 — 13 lost10-19 11:00 — 14 lost10-19 12:00 — 22 lost10-19 13:00 — 14 lost10-19 14:00 — 9 lost10-19 15:00 — 12 lost10-19 16:00 — 14 lost10-19 17:00 — 6 lost10-19 18:00 — 19 lost10-19 19:00 — 26 lost10-19 20:00 — 22 lost10-19 21:00 — 23 lost10-19 22:00 — 5 lost10-19 23:00 — 12 lost10-2010-20 00:00 — 3 lost10-20 01:00 — 7 lost10-20 02:00 — 2 lost10-20 03:00 — 1 lost10-20 04:00 — 7 lost10-20 05:00 — 3 lost10-20 06:00 — 9 lost10-20 07:00 — 12 lost10-20 08:00 — 10 lost10-20 09:00 — 11 lost10-20 10:00 — 15 lost10-20 11:00 — 12 lost10-20 12:00 — 12 lost10-20 13:00 — 8 lost10-20 14:00 — 6 lost10-20 15:00 — 19 lost10-20 16:00 — 8 lost10-20 17:00 — 16 lost10-20 18:00 — 21 lost10-20 19:00 — 16 lost10-20 20:00 — 19 lost10-20 21:00 — 10 lost10-20 22:00 — 7 lost10-20 23:00 — 11 lost10-2110-21 00:00 — 6 lost10-21 01:00 — 4 lost10-21 02:00 — 1 lost10-21 03:00 — 2 lost10-21 04:00 — 1 lost10-21 05:00 — 4 lost10-21 06:00 — 7 lost10-21 07:00 — 3 lost10-21 08:00 — 13 lost10-21 09:00 — 12 lost10-21 10:00 — 10 lost10-21 11:00 — 9 lost10-21 12:00 — 6 lost10-21 13:00 — 11 lost10-21 14:00 — 16 lost10-21 15:00 — 7 lost10-21 16:00 — 21 lost10-21 17:00 — 11 lost10-21 18:00 — 20 lost10-21 19:00 — 40 lost10-21 20:00 — 31 lost10-21 21:00 — 14 lost10-21 22:00 — 15 lost10-21 23:00 — 7 lost10-2210-22 00:00 — 5 lost10-22 01:00 — 6 lost10-22 02:00 — 0 lost10-22 03:00 — 3 lost10-22 04:00 — 8 lost10-22 05:00 — 15 lost10-22 06:00 — 4 lost10-22 07:00 — 10 lost10-22 08:00 — 8 lost10-22 09:00 — 11 lost10-22 10:00 — 16 lost10-22 11:00 — 22 lost10-22 12:00 — 4 lost10-22 13:00 — 7 lost10-22 14:00 — 10 lost10-22 15:00 — 5 lost10-22 16:00 — 9 lost10-22 17:00 — 23 lost10-22 18:00 — 36 lost10-22 19:00 — 35 lost10-22 20:00 — 52 lost10-22 21:00 — 28 lost10-22 22:00 — 10 lost10-22 23:00 — 8 lost10-2310-23 00:00 — 9 lost10-23 01:00 — 9 lost10-23 02:00 — 0 lost10-23 03:00 — 1 lost10-23 04:00 — 1 lost10-23 05:00 — 9 lost10-23 06:00 — 11 lost10-23 07:00 — 12 lost10-23 08:00 — 5 lost10-23 09:00 — 5 lost10-23 10:00 — 8 lost10-23 11:00 — 9 lost10-23 12:00 — 5 lost10-23 13:00 — 15 lost10-23 14:00 — 14 lost10-23 15:00 — 20 lost10-23 16:00 — 28 lost10-23 17:00 — 17 lost10-23 18:00 — 53 lost10-23 19:00 — 45 lost10-23 20:00 — 26 lost10-23 21:00 — 26 lost10-23 22:00 — 14 lost10-23 23:00 — 18 lost10-2410-24 00:00 — 11 lost10-24 01:00 — 2 lost10-24 02:00 — 4 lost10-24 03:00 — 1 lost10-24 04:00 — 3 lost10-24 05:00 — 10 lost10-24 06:00 — 17 lost10-24 07:00 — 8 lost10-24 08:00 — 17 lost10-24 09:00 — 14 lost10-24 10:00 — 12 lost10-24 11:00 — 19 lost10-24 12:00 — 17 lost10-24 13:00 — 17 lost10-24 14:00 — 15 lost10-24 15:00 — 17 lost10-24 16:00 — 9 lost10-24 17:00 — 21 lost10-24 18:00 — 54 lost10-24 19:00 — 58 lost10-24 20:00 — 25 lost10-24 21:00 — 25 lost10-24 22:00 — 21 lost10-24 23:00 — 11 lost10-2510-25 00:00 — 15 lost10-25 01:00 — 3 lost10-25 02:00 — 8 lost10-25 03:00 — 12 lost10-25 04:00 — 16 lost10-25 05:00 — 14 lost10-25 06:00 — 16 lost10-25 07:00 — 16 lost10-25 08:00 — 16 lost10-25 09:00 — 12 lost10-25 10:00 — 12 lost10-25 11:00 — 13 lost10-25 12:00 — 18 lost10-25 13:00 — 16 lost10-25 14:00 — 11 lost10-25 15:00 — 11 lost10-25 16:00 — 8 lost10-25 17:00 — 24 lost10-25 18:00 — 33 lost10-25 19:00 — 35 lost10-25 20:00 — 31 lost10-25 21:00 — 13 lost10-25 22:00 — 10 lost10-25 23:00 — 6 lost10-2610-26 00:00 — 2 lost10-26 01:00 — 1 lost10-26 02:00 — 11 lost10-26 03:00 — 11 lost10-26 04:00 — 10 lost10-26 05:00 — 24 lost10-26 06:00 — 11 lost10-26 07:00 — 4 lost10-26 08:00 — 16 lost10-26 09:00 — 4 lost10-26 10:00 — 10 lost10-26 11:00 — 19 lost10-26 12:00 — 7 lost10-26 13:00 — 4 lost10-26 14:00 — 12 lost10-26 15:00 — 11 lost10-26 16:00 — 21 lost10-26 17:00 — 3 lost10-26 18:00 — 24 lost10-26 19:00 — 65 lost10-26 20:00 — 29 lost10-26 21:00 — 21 lost10-26 22:00 — 14 lost10-26 23:00 — 13 lost10-2710-27 00:00 — 12 lost10-27 01:00 — 1 lost10-27 02:00 — 0 lost10-27 03:00 — 0 lost10-27 04:00 — 0 lost10-27 05:00 — 0 lost10-27 06:00 — 0 lost10-27 07:00 — 0 lost10-27 08:00 — 0 lost10-27 09:00 — 0 lost10-27 10:00 — 0 lost10-27 11:00 — 0 lost10-27 12:00 — 0 lost10-27 13:00 — 0 lost10-27 14:00 — 0 lost10-27 15:00 — 0 lost10-27 16:00 — 0 lost10-27 17:00 — 0 lost10-27 18:00 — 0 lost10-27 19:00 — 0 lost10-27 20:00 — 0 lost10-27 21:00 — 0 lost10-27 22:00 — 0 lost10-27 23:00 — 0 losthour of day (IST)

Shading is square-rooted, so a peak hour on a busy day does not flatten every other cell to white. Hover a cell for the day, hour and count.

By subject over the range, busiest first · “(unmapped)” is a request whose sub-topic has no v1 topic behind it

SubjectRequestsFulfilled Lost
Mathematics - Class 9 and 10 40,981 92.9% 38,090 1.1% 468
Premium 36,275 81.3% 29,489 8.7% 3,150
Science - Class 9 and 10 25,309 91.0% 23,040 1.0% 249
English 8,913 87.2% 7,773 2.1% 191
Mathematics 8,302 88.2% 7,320 4.6% 378
Physics 7,004 84.6% 5,926 6.6% 461
Biology 4,638 86.7% 4,023 3.3% 155
Organic Chemistry 1,941 81.2% 1,577 8.6% 166
Physical Chemistry 1,824 81.2% 1,482 10.1% 185
Inorganic Chemistry 1,420 81.2% 1,153 5.9% 84
Social Studies - Class 6 to 8 133 15.8% 21 39.8% 53
FILO internal 110 0.0% 0 38.2% 42
Maths 40 0.0% 0 37.5% 15
Economics 33 0.0% 0 39.4% 13
Geography 30 20.0% 6 56.7% 17
History 30 33.3% 10 40.0% 12
Accountancy 24 58.3% 14 29.2% 7
Algebra 23 13.0% 3 60.9% 14
(unmapped) 21 0.0% 0 42.9% 9
Political Science 21 23.8% 5 47.6% 10

By grade over the range · “—” is a student with no class on file, kept rather than dropped

ClassRequestsFulfilled Lost
1 39 79.5% 31 15.4% 6
2 1 100.0% 1 0.0% 0
6 579 77.9% 451 5.0% 29
7 445 84.0% 374 2.9% 13
8 797 82.7% 659 4.0% 32
9 55,127 88.4% 48,710 3.1% 1,710
10 36,333 88.8% 32,264 3.8% 1,398
11 16,157 87.1% 14,075 5.6% 904
12 25,349 85.2% 21,595 5.8% 1,473
13 2,174 79.5% 1,729 5.0% 109
14 30 66.7% 20 16.7% 5
15 115 45.2% 52 31.3% 36
20009 3 100.0% 3 0.0% 0

Days newest first · every request lands in exactly one column

DayRequests FulfilledExpired Cancel >20s Cancel 10–20s Cancel ≤10s By tutorBlocked Billed ₹
2026-10-27 181 86.7% 157 3.3% 6 3.9% 7 2.2% 4 3.9% 7 0.0% 0 0.0% 0 2,693
2026-10-26 12,062 89.8% 10,827 1.3% 153 1.6% 194 1.2% 148 5.9% 713 0.2% 19 0.1% 9 124,399
2026-10-25 11,502 88.2% 10,145 1.2% 134 2.0% 235 1.2% 143 7.1% 819 0.2% 21 0.1% 6 137,384
2026-10-24 11,954 87.6% 10,472 1.5% 176 1.9% 232 1.7% 205 7.0% 841 0.2% 20 0.1% 9 134,168
2026-10-23 11,239 89.3% 10,039 1.3% 142 1.9% 218 1.0% 117 6.2% 701 0.1% 16 0.1% 6 126,944
2026-10-22 10,047 89.5% 8,991 1.2% 116 2.2% 219 1.2% 119 5.8% 578 0.2% 18 0.1% 8 119,459
2026-10-21 7,792 89.2% 6,949 1.2% 92 2.3% 179 1.0% 81 5.9% 461 0.3% 25 0.1% 5 95,047
2026-10-20 6,520 89.4% 5,829 1.2% 79 2.5% 166 1.3% 86 5.4% 350 0.2% 11 0.0% 3 85,585
2026-10-19 7,151 87.8% 6,276 1.4% 102 2.9% 209 1.7% 120 6.1% 435 0.1% 10 0.1% 4 84,736
2026-10-18 8,534 87.8% 7,491 1.3% 112 2.0% 173 1.4% 118 7.3% 624 0.2% 14 0.1% 5 100,692
2026-10-17 10,312 87.1% 8,979 1.9% 201 2.4% 249 1.4% 145 6.8% 700 0.4% 37 0.1% 7 113,749
2026-10-16 12,743 84.8% 10,800 2.6% 326 2.9% 366 1.7% 215 7.9% 1,010 0.2% 21 0.0% 5 121,768
2026-10-15 13,513 86.6% 11,705 2.6% 350 2.2% 301 1.3% 178 7.1% 954 0.2% 23 0.1% 7 133,364
2026-10-14 13,599 83.1% 11,304 4.4% 594 2.8% 384 2.0% 268 7.5% 1,025 0.1% 17 0.1% 7 128,134

Indian students only; internal accounts, package class 16 and throttled sessions excluded. “Lost” in the charts is expired plus cancelled after 20 seconds — a student who waited and got nobody. Cancellations under 10 seconds are counted but not read as supply.