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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 | |
 | Buckler | 22 | 46.81% | 100.0 | 63.64% | +31.64% | +19.69% | -23.64% | -8.81% | 14:28 | 08:32 | 10:40 | 11:16 | 15:35 | 39:37 | 04:55 | 03:38 |
 | Guardian Greaves | 21 | 44.68% | 98.2 | 61.90% | +27.28% | +18.10% | -21.90% | -7.36% | 16:20 | 12:37 | 13:09 | 14:39 | 18:35 | 26:19 | 05:26 | 04:01 |
 | Arcane Boots | 22 | 46.81% | 96.4 | 59.09% | +23.09% | +40.91% | -39.09% | -16.16% | 12:11 | 06:31 | 08:59 | 09:56 | 13:56 | 33:08 | 04:57 | 03:40 |
 | Aghanim's Scepter | 16 | 34.04% | 94.6 | 62.50% | +23.79% | +37.50% | -62.50% | -6.54% | 32:32 | 21:09 | 23:48 | 28:34 | 39:06 | 51:43 | 15:18 | 11:20 |
 | Force Staff | 36 | 76.60% | 92.9 | 52.78% | +25.51% | -8.34% | -8.34% | 0.00% | 20:36 | 11:50 | 17:07 | 19:44 | 23:06 | 36:20 | 05:59 | 04:25 |
 | Ring of Protection | 40 | 85.11% | 91.1 | 50.00% | +21.43% | -40.00% | +10.00% | 15.71% | 10:04 | -01:29 | 07:52 | 09:33 | 11:03 | 39:36 | 03:11 | 02:21 |
 | Chainmail | 26 | 55.32% | 89.3 | 53.85% | +15.75% | +31.86% | -37.18% | -11.51% | 06:43 | 01:31 | 03:05 | 05:40 | 09:05 | 16:45 | 06:00 | 04:26 |
 | Mekansm | 26 | 55.32% | 87.5 | 53.85% | +15.75% | +46.15% | -37.18% | -15.48% | 09:24 | 04:17 | 06:13 | 08:18 | 11:36 | 18:17 | 05:23 | 03:59 |
 | Headdress | 26 | 55.32% | 85.7 | 53.85% | +15.75% | +3.29% | -3.85% | -1.86% | 03:17 | -01:29 | -01:29 | 02:22 | 05:19 | 16:45 | 06:48 | 05:02 |
 | Wind Lace | 38 | 80.85% | 83.9 | 50.00% | +16.67% | +10.00% | -5.56% | -2.20% | 06:36 | -01:29 | 01:46 | 05:09 | 08:50 | 39:55 | 07:04 | 05:14 |
 | Aether Lens | 17 | 36.17% | 82.1 | 58.82% | +18.82% | -58.82% | +16.18% | 8.47% | 29:45 | 17:36 | 24:01 | 29:20 | 32:52 | 48:22 | 08:51 | 06:33 |
 | Fluffy Hat | 41 | 87.23% | 80.4 | 48.78% | +15.45% | +1.22% | -18.78% | -3.02% | 16:07 | 06:57 | 12:07 | 15:24 | 18:44 | 36:20 | 06:37 | 04:54 |
 | Boots of Speed | 47 | 100.00% | 78.6 | 46.81% | +46.81% | -5.14% | +11.52% | 4.81% | 03:18 | -01:30 | 01:34 | 03:05 | 05:02 | 08:30 | 03:28 | 02:34 |
 | Aghanim's Shard | 11 | 23.40% | 76.8 | 63.64% | +21.97% | +36.36% | -30.31% | -5.62% | 33:01 | 22:21 | 24:22 | 30:36 | 36:14 | 49:52 | 11:52 | 08:47 |
 | Void Stone | 26 | 55.32% | 75.0 | 50.00% | +7.14% | -35.71% | +16.67% | 6.41% | 28:09 | 09:39 | 24:42 | 27:34 | 32:52 | 39:24 | 08:10 | 06:02 |
 | Octarine Core | 14 | 29.79% | 73.2 | 57.14% | +14.72% | -32.14% | +9.53% | 7.16% | 34:58 | 23:53 | 31:37 | 34:29 | 37:26 | 48:22 | 05:49 | 04:18 |
 | Quelling Blade | 10 | 21.28% | 71.4 | 60.00% | +16.76% | +6.67% | -10.00% | -4.57% | 02:24 | -01:29 | -01:29 | -01:29 | 05:08 | 17:21 | 06:37 | 04:54 |
 | Magic Wand | 26 | 55.32% | 69.6 | 46.15% | -1.47% | -3.29% | -12.82% | -1.17% | 09:18 | -01:29 | 05:12 | 09:29 | 13:21 | 18:21 | 08:09 | 06:02 |
 | Magic Stick | 25 | 53.19% | 67.9 | 44.00% | -6.00% | -10.67% | -10.67% | 0.00% | 05:25 | -01:30 | -01:29 | 06:33 | 08:34 | 18:14 | 10:03 | 07:26 |
 | Scythe of Vyse | 11 | 23.40% | 66.1 | 54.55% | +10.11% | -21.22% | +45.45% | 7.77% | 35:16 | 25:37 | 27:29 | 32:18 | 36:04 | 1:02:49 | 08:35 | 06:21 |
 | Glimmer Cape | 6 | 12.77% | 64.3 | 66.67% | +22.77% | -16.67% | -66.67% | -2.91% | 25:48 | 14:15 | 14:58 | 27:13 | 32:09 | 38:44 | 17:11 | 12:43 |
 | Hood of Defiance | 4 | 8.51% | 62.5 | 75.00% | +30.81% | +25.00% | +25.00% | 0.00% | 17:20 | 14:31 | 14:31 | 18:10 | 18:16 | 18:23 | 03:45 | 02:46 |
 | Pipe of Insight | 4 | 8.51% | 60.7 | 75.00% | +30.81% | +25.00% | -75.00% | 0.00% | 22:03 | 19:53 | 19:53 | 22:13 | 22:51 | 23:13 | 02:58 | 02:11 |
 | Tranquil Boots | 14 | 29.79% | 58.9 | 42.86% | -5.62% | +7.14% | -42.86% | -6.42% | 11:57 | 03:48 | 04:47 | 05:52 | 12:34 | 39:55 | 07:47 | 05:45 |
 | Spirit Vessel | 16 | 34.04% | 57.1 | 37.50% | -14.11% | -12.50% | -12.50% | 0.00% | 14:31 | 08:45 | 11:57 | 13:40 | 15:59 | 20:39 | 04:02 | 02:59 |
 | Ring of Health | 9 | 19.15% | 55.4 | 44.44% | -2.93% | +5.56% | -44.44% | -4.03% | 21:17 | 12:06 | 14:31 | 18:09 | 26:56 | 34:47 | 12:25 | 09:11 |
 | Urn of Shadows | 19 | 40.43% | 53.6 | 31.58% | -25.56% | -11.58% | -11.58% | 0.00% | 08:33 | 03:31 | 06:52 | 08:57 | 09:59 | 14:29 | 03:07 | 02:18 |
 | Boots of Travel | 11 | 23.40% | 51.8 | 36.36% | -13.64% | -3.03% | -3.03% | 0.00% | 38:51 | 17:55 | 32:28 | 39:22 | 41:09 | 53:20 | 08:41 | 06:25 |
 | Crown | 4 | 8.51% | 50.0 | 50.00% | +3.49% | +50.00% | -50.00% | 0.00% | 31:26 | 05:35 | 05:35 | 07:33 | 49:12 | 1:03:22 | 43:37 | 32:18 |
 | Heaven's Halberd | 1 | 2.13% | 48.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.13% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.13% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.13% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.13% | 41.1 | 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 |
 | Vladmir's Offering | 1 | 2.13% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.13% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 |
 | Sange | 1 | 2.13% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Black King Bar | 6 | 12.77% | 33.9 | 33.33% | -15.45% | +16.67% | -33.33% | -6.05% | 29:11 | 20:33 | 26:37 | 28:27 | 34:53 | 35:59 | 08:16 | 06:07 |
 | Dagon | 2 | 4.26% | 32.1 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 56:18 | 49:13 | 49:13 | 1:03:22 | 1:03:22 | 1:03:22 | 14:09 | 10:28 |
 | Dagon (level 3) | 2 | 4.26% | 30.4 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 58:24 | 53:24 | 53:24 | 1:03:23 | 1:03:23 | 1:03:23 | 09:59 | 07:23 |
 | Dagon (level 2) | 2 | 4.26% | 28.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 57:51 | 52:19 | 52:19 | 1:03:23 | 1:03:23 | 1:03:23 | 11:04 | 08:11 |
 | Dagon (level 5) | 2 | 4.26% | 26.8 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 59:51 | 56:18 | 56:18 | 1:03:23 | 1:03:23 | 1:03:23 | 07:05 | 05:14 |
 | Dagon (level 4) | 2 | 4.26% | 25.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 58:24 | 53:24 | 53:24 | 1:03:23 | 1:03:23 | 1:03:23 | 09:59 | 07:23 |
 | Linken's Sphere | 3 | 6.38% | 23.2 | 33.33% | -14.40% | -33.33% | 0.00% | 0.00% | 26:46 | 19:42 | 19:42 | 27:36 | 32:59 | 32:59 | 13:17 | 09:50 |
 | Ghost Scepter | 3 | 6.38% | 21.4 | 33.33% | -14.40% | +66.67% | 0.00% | 0.00% | 33:59 | 33:39 | 33:39 | 34:08 | 34:10 | 34:10 | 00:31 | 00:22 |
 | Aeon Disk | 4 | 8.51% | 19.6 | 25.00% | -23.84% | +75.00% | -25.00% | 0.00% | 47:37 | 44:54 | 44:54 | 47:07 | 48:45 | 49:42 | 03:51 | 02:51 |
 | Aghanim's Blessing | 1 | 2.13% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 00:00 | 00:00 |
 | Holy Locket | 2 | 4.26% | 16.1 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 22:10 | 21:55 | 21:55 | 22:25 | 22:25 | 22:25 | 00:30 | 00:22 |
 | Bottle | 1 | 2.13% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.13% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 00:00 | 00:00 |
 | Kaya | 2 | 4.26% | 10.7 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 28:22 | 22:06 | 22:06 | 34:37 | 34:37 | 34:37 | 12:31 | 09:16 |
 | Meteor Hammer | 1 | 2.13% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 4.26% | 7.1 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 40:28 | 23:51 | 23:51 | 57:05 | 57:05 | 57:05 | 33:14 | 24:37 |
 | Drum of Endurance | 1 | 2.13% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.13% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.13% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |