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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 | |
 | Pipe of Insight | 9 | 20.00% | 100.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 19:31 | 13:03 | 14:52 | 18:36 | 20:05 | 33:42 | 05:13 | 03:51 |
 | Headdress | 9 | 20.00% | 98.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 17:59 | 12:23 | 13:35 | 15:35 | 19:29 | 33:10 | 05:54 | 04:22 |
 | Shiva's Guard | 7 | 15.56% | 96.4 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 38:29 | 29:20 | 30:54 | 39:09 | 40:59 | 49:20 | 10:05 | 07:28 |
 | Heart of Tarrasque | 4 | 8.89% | 94.5 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 37:54 | 32:52 | 32:52 | 38:11 | 39:02 | 41:30 | 06:10 | 04:34 |
 | Hood of Defiance | 29 | 64.44% | 92.7 | 62.07% | +18.32% | +23.64% | -4.93% | -6.70% | 10:28 | 05:56 | 08:04 | 09:27 | 12:20 | 16:56 | 04:16 | 03:09 |
 | Aghanim's Shard | 36 | 80.00% | 90.9 | 58.33% | +13.89% | -2.77% | -2.77% | 0.00% | 19:42 | 15:01 | 16:15 | 19:02 | 21:55 | 29:34 | 05:40 | 04:11 |
 | Boots of Speed | 45 | 100.00% | 89.1 | 55.56% | +55.56% | -1.01% | -1.01% | 0.00% | 03:44 | -01:29 | 02:39 | 03:56 | 04:31 | 08:48 | 01:52 | 01:22 |
 | Magic Wand | 45 | 100.00% | 87.3 | 55.56% | +55.56% | +8.08% | -1.01% | -2.89% | 02:11 | -01:29 | -01:29 | 02:33 | 04:38 | 09:05 | 06:07 | 04:31 |
 | Ring of Health | 37 | 82.22% | 85.5 | 56.76% | +6.76% | +9.91% | -12.32% | -2.99% | 13:34 | 04:17 | 08:04 | 10:20 | 15:30 | 40:10 | 07:26 | 05:30 |
 | Ring of Protection | 25 | 55.56% | 83.6 | 60.00% | +10.00% | +6.67% | +6.67% | 0.00% | 02:21 | -01:30 | -01:29 | 01:50 | 04:02 | 16:37 | 05:31 | 04:05 |
 | Sange | 23 | 51.11% | 81.8 | 60.87% | +10.87% | -27.54% | -10.87% | 2.00% | 20:05 | 11:10 | 15:03 | 17:05 | 23:22 | 36:18 | 08:19 | 06:09 |
 | Heaven's Halberd | 6 | 13.33% | 80.0 | 83.33% | +32.05% | -33.33% | +16.67% | 4.27% | 25:36 | 17:45 | 18:10 | 25:50 | 29:53 | 35:16 | 11:43 | 08:40 |
 | Power Treads | 8 | 17.78% | 78.2 | 75.00% | +23.65% | -25.00% | -25.00% | 0.00% | 10:49 | 04:24 | 06:53 | 10:27 | 11:45 | 17:53 | 04:52 | 03:36 |
 | Blink Dagger | 16 | 35.56% | 76.4 | 62.50% | +10.78% | +12.50% | -12.50% | -4.04% | 25:37 | 11:33 | 22:21 | 24:34 | 28:32 | 36:51 | 06:11 | 04:34 |
 | Magic Stick | 29 | 64.44% | 74.5 | 55.17% | -1.08% | -12.31% | +16.26% | 28.57% | 00:33 | -01:29 | -01:29 | 00:47 | 02:05 | 05:22 | 03:34 | 02:38 |
 | Chainmail | 10 | 22.22% | 72.7 | 70.00% | +18.57% | -3.33% | -20.00% | -2.16% | 08:40 | 04:47 | 05:49 | 06:00 | 13:32 | 18:07 | 07:43 | 05:42 |
 | Bracer | 12 | 26.67% | 70.9 | 66.67% | +15.15% | -33.34% | 0.00% | 14.29% | 04:09 | 00:49 | 02:11 | 03:24 | 04:31 | 10:37 | 02:20 | 01:43 |
 | Urn of Shadows | 23 | 51.11% | 69.1 | 56.52% | +1.97% | -6.52% | -6.52% | 0.00% | 04:56 | 02:14 | 03:38 | 04:10 | 05:53 | 12:03 | 02:15 | 01:40 |
 | Buckler | 3 | 6.67% | 67.3 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 23:36 | 16:37 | 16:37 | 18:02 | 36:10 | 36:10 | 19:33 | 14:28 |
 | Aeon Disk | 3 | 6.67% | 65.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 36:10 | 32:09 | 32:09 | 35:38 | 40:44 | 40:44 | 08:35 | 06:21 |
 | Overwhelming Blink | 3 | 6.67% | 63.6 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 39:40 | 30:07 | 30:07 | 34:07 | 54:47 | 54:47 | 24:40 | 18:16 |
 | Void Stone | 25 | 55.56% | 61.8 | 52.00% | -8.00% | +14.67% | -18.67% | -3.54% | 22:47 | 09:18 | 17:43 | 22:01 | 27:08 | 40:10 | 09:25 | 06:58 |
 | Wind Lace | 18 | 40.00% | 60.0 | 55.56% | 0.00% | -15.56% | -5.56% | 1.37% | 10:18 | 01:21 | 05:56 | 07:29 | 13:15 | 29:36 | 07:19 | 05:25 |
 | Phase Boots | 9 | 20.00% | 58.2 | 66.67% | +13.89% | -16.67% | -16.67% | 0.00% | 09:01 | 05:26 | 06:38 | 07:30 | 07:55 | 18:07 | 01:17 | 00:57 |
 | Lotus Orb | 21 | 46.67% | 56.4 | 52.38% | -5.95% | +7.62% | +7.62% | 0.00% | 26:55 | 18:43 | 21:21 | 25:07 | 31:13 | 43:18 | 09:52 | 07:18 |
 | Spirit Vessel | 19 | 42.22% | 54.5 | 52.63% | -5.06% | +7.37% | -12.63% | -5.17% | 13:36 | 08:20 | 10:04 | 11:03 | 13:56 | 32:08 | 03:52 | 02:51 |
 | Eul's Scepter of Divinity | 8 | 17.78% | 52.7 | 62.50% | +8.45% | +37.50% | -12.50% | -6.00% | 23:12 | 15:03 | 18:06 | 21:49 | 26:26 | 33:22 | 08:20 | 06:10 |
 | Force Staff | 4 | 8.89% | 50.9 | 75.00% | +21.34% | +25.00% | +25.00% | 0.00% | 17:49 | 08:48 | 08:48 | 13:46 | 23:30 | 25:11 | 14:42 | 10:53 |
 | Fluffy Hat | 4 | 8.89% | 49.1 | 75.00% | +21.34% | +25.00% | +25.00% | 0.00% | 15:27 | 03:36 | 03:36 | 13:45 | 20:56 | 23:30 | 17:20 | 12:50 |
 | Quelling Blade | 4 | 8.89% | 47.3 | 75.00% | +21.34% | +25.00% | +25.00% | 0.00% | 00:56 | -01:29 | -01:29 | -01:29 | -01:29 | 08:09 | 00:00 | 00:00 |
 | Kaya | 13 | 28.89% | 45.5 | 46.15% | -13.23% | +20.52% | -46.15% | -5.58% | 26:40 | 19:06 | 19:39 | 25:34 | 31:36 | 38:55 | 11:57 | 08:51 |
 | Null Talisman | 13 | 28.89% | 43.6 | 46.15% | -13.23% | +53.85% | -12.82% | -51.95% | 02:44 | 01:03 | 01:35 | 01:56 | 02:52 | 06:54 | 01:17 | 00:57 |
 | Kaya and Sange | 13 | 28.89% | 41.8 | 46.15% | -13.23% | -12.82% | -46.15% | -2.84% | 26:53 | 19:34 | 19:51 | 26:05 | 31:36 | 39:11 | 11:45 | 08:42 |
 | Radiance | 3 | 6.67% | 40.0 | 66.67% | +11.91% | +33.33% | 0.00% | 0.00% | 23:10 | 18:05 | 18:05 | 24:38 | 26:46 | 26:46 | 08:41 | 06:25 |
 | Arcane Boots | 3 | 6.67% | 38.2 | 66.67% | +11.91% | +33.33% | 0.00% | 0.00% | 20:51 | 10:42 | 10:42 | 21:39 | 30:11 | 30:11 | 19:29 | 14:25 |
 | Crown | 4 | 8.89% | 36.4 | 50.00% | -6.10% | -50.00% | +50.00% | 0.00% | 14:19 | 03:31 | 03:31 | 08:10 | 13:36 | 31:57 | 10:05 | 07:28 |
 | Black King Bar | 9 | 20.00% | 34.5 | 33.33% | -27.78% | +16.67% | +16.67% | 0.00% | 27:39 | 16:37 | 20:58 | 25:06 | 31:57 | 44:13 | 10:59 | 08:08 |
 | Dagon (level 3) | 1 | 2.22% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.22% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.22% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 00:00 | 00:00 |
 | Dagon | 1 | 2.22% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.22% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:54 | 46:54 | 46:54 | 46:54 | 46:54 | 46:54 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.22% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.22% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.22% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.22% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.22% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 2.22% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 4.44% | 12.7 | 50.00% | -5.81% | +50.00% | 0.00% | 0.00% | 11:12 | 09:03 | 09:03 | 13:20 | 13:20 | 13:20 | 04:17 | 03:10 |
 | Scythe of Vyse | 2 | 4.44% | 10.9 | 50.00% | -5.81% | -50.00% | 0.00% | 0.00% | 46:48 | 46:25 | 46:25 | 47:10 | 47:10 | 47:10 | 00:45 | 00:33 |
 | Helm of the Dominator | 1 | 2.22% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 2.22% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.22% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.22% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.22% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 00:00 | 00:00 |