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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Kaya | 4 | 12.50% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 26:18 | 24:38 | 24:38 | 25:30 | 27:27 | 27:35 | 02:49 | 02:05 |
 | Quelling Blade | 6 | 18.75% | 97.4 | 83.33% | +48.71% | -33.33% | +16.67% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | -01:00 | 00:00 | 00:00 |
 | Bottle | 6 | 18.75% | 94.7 | 83.33% | +48.71% | +16.67% | +16.67% | 0.00% | 01:43 | 01:30 | 01:35 | 01:44 | 01:49 | 01:50 | 00:14 | 00:10 |
 | Magic Wand | 19 | 59.38% | 92.1 | 57.89% | +34.81% | +2.11% | +2.11% | 0.00% | 08:52 | 01:44 | 05:46 | 07:49 | 10:15 | 18:59 | 04:29 | 03:19 |
 | Kaya and Sange | 3 | 9.38% | 89.5 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 26:54 | 24:38 | 24:38 | 25:54 | 30:11 | 30:11 | 05:33 | 04:06 |
 | Spirit Vessel | 11 | 34.38% | 86.8 | 63.64% | +30.31% | +36.36% | -30.31% | -11.87% | 14:09 | 10:15 | 10:32 | 11:23 | 16:09 | 20:07 | 05:37 | 04:09 |
 | Sange | 5 | 15.63% | 84.2 | 80.00% | +42.96% | +20.00% | -80.00% | -7.76% | 26:12 | 16:49 | 16:49 | 22:32 | 29:42 | 39:46 | 12:53 | 09:32 |
 | Magic Stick | 27 | 84.38% | 81.6 | 48.15% | +28.15% | -5.29% | -5.29% | 0.00% | 04:37 | -01:29 | 02:12 | 02:51 | 06:16 | 17:41 | 04:04 | 03:00 |
 | Boots of Speed | 29 | 90.63% | 78.9 | 44.83% | +11.50% | +12.31% | +26.60% | 2.10% | 04:40 | -01:29 | -01:29 | 04:42 | 08:18 | 12:46 | 09:47 | 07:14 |
 | Black King Bar | 13 | 40.63% | 76.3 | 53.85% | +17.01% | +46.15% | +12.82% | -4.99% | 29:58 | 23:42 | 25:25 | 29:30 | 32:06 | 42:26 | 06:41 | 04:57 |
 | Wind Lace | 16 | 50.00% | 73.7 | 50.00% | +12.50% | 0.00% | +25.00% | 5.91% | 08:20 | 04:22 | 05:15 | 07:55 | 09:29 | 18:39 | 04:14 | 03:08 |
 | Void Stone | 11 | 34.38% | 71.1 | 54.55% | +16.45% | +12.12% | -21.22% | -4.43% | 20:36 | 09:50 | 15:24 | 19:10 | 22:56 | 38:45 | 07:32 | 05:34 |
 | Fluffy Hat | 4 | 12.50% | 68.4 | 75.00% | +35.71% | -75.00% | +25.00% | 0.00% | 20:08 | 10:53 | 10:53 | 14:41 | 26:43 | 28:15 | 15:50 | 11:43 |
 | Hand of Midas | 4 | 12.50% | 65.8 | 75.00% | +35.71% | +25.00% | -75.00% | 0.00% | 18:32 | 17:39 | 17:39 | 18:01 | 19:06 | 19:23 | 01:27 | 01:04 |
 | Ring of Protection | 19 | 59.38% | 63.2 | 42.11% | -4.04% | -22.11% | -22.11% | 0.00% | 03:14 | -01:29 | -01:29 | 02:41 | 04:33 | 13:37 | 06:02 | 04:28 |
 | Urn of Shadows | 19 | 59.38% | 60.5 | 42.11% | -4.04% | +37.89% | -42.11% | -34.04% | 07:25 | 04:26 | 05:17 | 06:09 | 07:38 | 15:51 | 02:21 | 01:44 |
 | Eul's Scepter of Divinity | 7 | 21.88% | 57.9 | 57.14% | +17.14% | -7.14% | -7.14% | 0.00% | 23:13 | 15:29 | 16:30 | 25:24 | 25:59 | 29:06 | 09:29 | 07:01 |
 | Tranquil Boots | 13 | 40.63% | 55.3 | 38.46% | -8.91% | -5.13% | -5.13% | 0.00% | 08:32 | 04:50 | 06:10 | 09:12 | 09:49 | 15:05 | 03:39 | 02:42 |
 | Force Staff | 3 | 9.38% | 52.6 | 66.67% | +25.29% | +33.33% | 0.00% | 0.00% | 21:54 | 17:50 | 17:50 | 19:12 | 28:41 | 28:41 | 10:51 | 08:02 |
 | Wind Waker | 1 | 3.13% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.13% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.13% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.13% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.13% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 00:00 | 00:00 |
 | Veil of Discord | 7 | 21.88% | 36.8 | 28.57% | -19.43% | -28.57% | +21.43% | 21.58% | 14:43 | 12:29 | 13:14 | 14:36 | 15:33 | 17:02 | 02:19 | 01:42 |
 | Crown | 7 | 21.88% | 34.2 | 28.57% | -19.43% | -28.57% | +21.43% | 16.13% | 11:45 | 07:24 | 09:42 | 11:48 | 12:48 | 16:20 | 03:06 | 02:17 |
 | Ring of Basilius | 7 | 21.88% | 31.6 | 28.57% | -19.43% | -28.57% | +21.43% | 21.90% | 09:47 | 04:46 | 08:43 | 09:47 | 11:00 | 13:33 | 02:17 | 01:41 |
 | Glimmer Cape | 2 | 6.25% | 28.9 | 50.00% | +6.67% | -50.00% | 0.00% | 0.00% | 18:36 | 17:24 | 17:24 | 19:48 | 19:48 | 19:48 | 02:24 | 01:46 |
 | Aghanim's Scepter | 2 | 6.25% | 26.3 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 31:10 | 30:25 | 30:25 | 31:55 | 31:55 | 31:55 | 01:30 | 01:06 |
 | Heaven's Halberd | 2 | 6.25% | 23.7 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 30:01 | 20:07 | 20:07 | 39:55 | 39:55 | 39:55 | 19:48 | 14:40 |
 | Lotus Orb | 3 | 9.38% | 21.1 | 33.33% | -11.50% | -33.33% | 0.00% | 0.00% | 29:38 | 20:10 | 20:10 | 29:59 | 38:45 | 38:45 | 18:35 | 13:45 |
 | Orb of Venom | 3 | 9.38% | 18.4 | 33.33% | -11.50% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Health | 3 | 9.38% | 15.8 | 33.33% | -11.50% | -33.33% | 0.00% | 0.00% | 27:25 | 16:08 | 16:08 | 27:23 | 38:45 | 38:45 | 22:37 | 16:45 |
 | Ghost Scepter | 3 | 9.38% | 13.2 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 34:11 | 23:58 | 23:58 | 36:23 | 42:11 | 42:11 | 18:13 | 13:29 |
 | Soul Ring | 1 | 3.13% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.13% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 00:00 | 00:00 |
 | Bracer | 1 | 3.13% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.13% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 00:00 | 00:00 |