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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 | |
 | Aghanim's Scepter | 6 | 54.55% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 23:17 | 19:18 | 20:04 | 21:24 | 23:09 | 34:03 | 03:05 | 02:17 |
 | Manta Style | 5 | 45.45% | 97.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 31:45 | 23:59 | 23:59 | 32:33 | 32:46 | 37:57 | 08:47 | 06:30 |
 | Yasha | 5 | 45.45% | 95.2 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:09 | 20:31 | 20:31 | 27:57 | 29:07 | 35:15 | 08:36 | 06:22 |
 | Void Stone | 4 | 36.36% | 92.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 35:15 | 08:40 | 08:40 | 38:00 | 38:07 | 56:12 | 29:27 | 21:48 |
 | Boots of Travel 2 | 3 | 27.27% | 90.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 47:42 | 39:18 | 39:18 | 41:09 | 1:02:38 | 1:02:38 | 23:20 | 17:17 |
 | Aghanim's Shard | 3 | 27.27% | 88.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:00 | 30:32 | 30:32 | 33:01 | 38:26 | 38:26 | 07:54 | 05:51 |
 | Scythe of Vyse | 3 | 27.27% | 85.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:07 | 38:00 | 38:00 | 38:09 | 56:12 | 56:12 | 18:12 | 13:28 |
 | Magic Stick | 10 | 90.91% | 83.3 | 70.00% | +70.00% | -3.33% | +30.00% | 9.30% | 04:37 | -01:29 | 02:08 | 03:31 | 05:43 | 12:34 | 03:35 | 02:39 |
 | Magic Wand | 10 | 90.91% | 81.0 | 70.00% | +70.00% | -3.33% | +30.00% | 5.05% | 06:29 | 00:19 | 03:57 | 05:11 | 10:33 | 12:34 | 06:36 | 04:53 |
 | Boots of Travel | 5 | 45.45% | 78.6 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 34:35 | 21:08 | 21:08 | 35:30 | 41:38 | 46:04 | 20:30 | 15:11 |
 | Boots of Speed | 11 | 100.00% | 76.2 | 63.64% | +63.64% | -30.31% | +3.03% | 14.71% | 05:13 | 02:23 | 03:13 | 04:18 | 05:29 | 09:30 | 02:16 | 01:40 |
 | Wraith Band | 9 | 81.82% | 73.8 | 66.67% | +16.67% | -16.67% | +33.33% | 8.80% | 04:51 | 00:59 | 01:22 | 02:15 | 07:03 | 11:47 | 05:41 | 04:12 |
 | Wind Lace | 7 | 63.64% | 71.4 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 12:31 | 04:09 | 08:03 | 09:14 | 10:48 | 32:07 | 02:45 | 02:02 |
 | Hurricane Pike | 8 | 72.73% | 69.0 | 62.50% | -4.17% | -62.50% | +37.50% | 6.20% | 32:55 | 20:18 | 24:11 | 27:29 | 40:18 | 46:04 | 16:07 | 11:56 |
 | Dragon Lance | 8 | 72.73% | 66.7 | 62.50% | -4.17% | -12.50% | +37.50% | 10.24% | 19:49 | 10:20 | 14:35 | 15:24 | 19:28 | 40:00 | 04:53 | 03:37 |
 | Force Staff | 6 | 54.55% | 64.3 | 66.67% | +6.67% | -66.67% | +33.33% | 28.30% | 26:23 | 14:31 | 24:00 | 25:32 | 27:32 | 40:18 | 03:32 | 02:37 |
 | Fluffy Hat | 6 | 54.55% | 61.9 | 66.67% | +6.67% | -66.67% | +33.33% | 28.17% | 25:09 | 07:09 | 23:59 | 25:32 | 27:32 | 40:18 | 03:33 | 02:37 |
 | Kaya and Sange | 2 | 18.18% | 59.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 37:04 | 28:03 | 28:03 | 46:04 | 46:04 | 46:04 | 18:01 | 13:20 |
 | Blink Dagger | 2 | 18.18% | 57.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 25:13 | 07:38 | 07:38 | 42:48 | 42:48 | 42:48 | 35:10 | 26:02 |
 | Shiva's Guard | 2 | 18.18% | 54.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 36:55 | 36:22 | 36:22 | 37:28 | 37:28 | 37:28 | 01:06 | 00:48 |
 | Bottle | 4 | 36.36% | 52.4 | 75.00% | +17.86% | -75.00% | +25.00% | 100.00% | 01:38 | 01:11 | 01:11 | 01:31 | 01:40 | 02:10 | 00:29 | 00:21 |
 | Meteor Hammer | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 9.09% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 9.09% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 02:34 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 9.09% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 9.09% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 00:00 | 00:00 |
 | Ring of Health | 1 | 9.09% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 |
 | Kaya | 1 | 9.09% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Headdress | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 9.09% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Bracer | 1 | 9.09% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 9.09% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 00:00 | 00:00 |
 | Bloodstone | 1 | 9.09% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 9.09% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 |
 | Crown | 2 | 18.18% | 19.0 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 07:58 | 05:39 | 05:39 | 10:16 | 10:16 | 10:16 | 04:37 | 03:25 |
 | Black King Bar | 3 | 27.27% | 16.7 | 33.33% | -41.67% | -33.33% | 0.00% | 4.63% | 23:41 | 19:02 | 19:02 | 25:47 | 26:14 | 26:14 | 07:12 | 05:20 |
 | Sange | 3 | 27.27% | 14.3 | 33.33% | -41.67% | -33.33% | 0.00% | 4.69% | 25:35 | 20:59 | 20:59 | 27:41 | 28:05 | 28:05 | 07:06 | 05:15 |
 | Power Treads | 3 | 27.27% | 11.9 | 0.00% | -87.50% | 0.00% | 0.00% | 0.00% | 07:19 | 06:04 | 06:04 | 06:30 | 09:22 | 09:22 | 03:18 | 02:26 |
 | Heaven's Halberd | 1 | 9.09% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 9.09% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 9.09% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 9.09% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |