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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 | |
 | Magic Wand | 24 | 66.67% | 100.0 | 62.50% | +37.50% | -29.17% | +4.17% | 6.06% | 06:39 | 01:34 | 03:20 | 06:57 | 08:50 | 12:43 | 05:30 | 04:04 |
 | Magic Stick | 28 | 77.78% | 97.6 | 60.71% | +48.21% | -32.14% | +10.72% | 6.35% | 05:07 | -01:29 | 01:25 | 05:22 | 08:10 | 12:15 | 06:45 | 05:00 |
 | Ring of Protection | 25 | 69.44% | 95.2 | 60.00% | +32.73% | +23.33% | -10.00% | -14.81% | 03:49 | 00:11 | 02:33 | 03:24 | 04:48 | 08:13 | 02:15 | 01:40 |
 | Urn of Shadows | 25 | 69.44% | 92.9 | 60.00% | +32.73% | +6.67% | -10.00% | -9.44% | 05:20 | 02:38 | 04:17 | 04:59 | 06:03 | 08:38 | 01:46 | 01:18 |
 | Spirit Vessel | 19 | 52.78% | 90.5 | 63.16% | +27.87% | -3.16% | -3.16% | 0.00% | 13:19 | 10:32 | 11:58 | 12:52 | 14:48 | 16:50 | 02:50 | 02:05 |
 | Wind Lace | 8 | 22.22% | 88.1 | 75.00% | +32.14% | -25.00% | +25.00% | 9.93% | 11:00 | 06:04 | 07:36 | 09:16 | 12:38 | 16:34 | 05:02 | 03:43 |
 | Aghanim's Scepter | 16 | 44.44% | 85.7 | 62.50% | +22.50% | -12.50% | -12.50% | 0.00% | 28:06 | 19:34 | 23:24 | 27:19 | 30:11 | 41:16 | 06:47 | 05:01 |
 | Void Stone | 12 | 33.33% | 83.3 | 66.67% | +25.00% | 0.00% | -33.34% | -3.77% | 32:47 | 09:57 | 29:03 | 33:55 | 37:54 | 41:12 | 08:51 | 06:33 |
 | Linken's Sphere | 3 | 8.33% | 81.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 36:28 | 34:04 | 34:04 | 37:19 | 38:02 | 38:02 | 03:58 | 02:56 |
 | Boots of Speed | 36 | 100.00% | 78.6 | 50.00% | +50.00% | +27.78% | -16.67% | -24.69% | 05:26 | 02:05 | 04:14 | 05:10 | 06:02 | 10:32 | 01:48 | 01:20 |
 | Null Talisman | 35 | 97.22% | 76.2 | 48.57% | -51.43% | -4.13% | -4.13% | 0.00% | 02:26 | 00:42 | 01:28 | 02:10 | 02:40 | 08:03 | 01:12 | 00:53 |
 | Chainmail | 21 | 58.33% | 73.8 | 47.62% | -5.71% | +12.38% | +12.38% | 0.00% | 10:18 | 06:26 | 07:30 | 09:50 | 11:39 | 15:29 | 04:09 | 03:04 |
 | Black King Bar | 25 | 69.44% | 71.4 | 44.00% | -19.64% | -27.33% | +22.67% | 7.67% | 27:38 | 17:09 | 24:31 | 27:25 | 31:02 | 34:25 | 06:31 | 04:49 |
 | Ring of Health | 6 | 16.67% | 69.0 | 66.67% | +20.00% | -16.67% | +33.33% | 8.33% | 36:29 | 29:59 | 33:40 | 37:19 | 39:40 | 40:23 | 06:00 | 04:26 |
 | Hand of Midas | 14 | 38.89% | 66.7 | 42.86% | -11.69% | -42.86% | +57.14% | 13.13% | 16:17 | 08:19 | 12:11 | 17:00 | 19:48 | 20:34 | 07:37 | 05:38 |
 | Witch Blade | 12 | 33.33% | 64.3 | 41.67% | -12.50% | +25.00% | +25.00% | 0.00% | 14:27 | 11:15 | 11:53 | 13:30 | 16:22 | 18:52 | 04:29 | 03:19 |
 | Phase Boots | 10 | 27.78% | 61.9 | 40.00% | -13.85% | -6.67% | -40.00% | -27.78% | 09:03 | 07:02 | 08:00 | 08:02 | 09:12 | 15:08 | 01:12 | 00:53 |
 | Crown | 3 | 8.33% | 59.5 | 66.67% | +18.19% | +33.33% | 0.00% | 0.00% | 14:31 | 12:57 | 12:57 | 14:03 | 16:33 | 16:33 | 03:36 | 02:40 |
 | Blight Stone | 3 | 8.33% | 57.1 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 13:52 | 11:55 | 11:55 | 14:12 | 15:30 | 15:30 | 03:35 | 02:39 |
 | Solar Crest | 3 | 8.33% | 54.8 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 17:08 | 16:11 | 16:11 | 16:59 | 18:13 | 18:13 | 02:02 | 01:30 |
 | Medallion of Courage | 3 | 8.33% | 52.4 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 13:52 | 11:55 | 11:55 | 14:12 | 15:30 | 15:30 | 03:35 | 02:39 |
 | Fluffy Hat | 7 | 19.44% | 50.0 | 42.86% | -8.86% | +7.14% | +7.14% | 0.00% | 20:16 | 16:32 | 16:47 | 17:55 | 18:46 | 33:30 | 01:59 | 01:28 |
 | Blink Dagger | 7 | 19.44% | 47.6 | 42.86% | -8.86% | +7.14% | -42.86% | -18.40% | 22:23 | 13:24 | 18:48 | 21:24 | 21:31 | 33:48 | 02:43 | 02:00 |
 | Force Staff | 7 | 19.44% | 45.2 | 42.86% | -8.86% | -42.86% | +7.14% | 24.59% | 21:45 | 17:17 | 18:46 | 19:59 | 20:48 | 33:31 | 02:02 | 01:30 |
 | Scythe of Vyse | 4 | 11.11% | 42.9 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 34:14 | 29:06 | 29:06 | 30:55 | 35:41 | 41:12 | 06:35 | 04:52 |
 | Eul's Scepter of Divinity | 1 | 2.78% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.78% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.78% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:07 | 05:07 | 05:07 | 05:07 | 05:07 | 05:07 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.78% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 13.89% | 28.6 | 40.00% | -11.61% | -40.00% | -40.00% | 0.00% | 31:25 | 24:27 | 24:27 | 34:23 | 35:51 | 37:15 | 11:24 | 08:26 |
 | Shiva's Guard | 2 | 5.56% | 26.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 43:02 | 34:48 | 34:48 | 51:16 | 51:16 | 51:16 | 16:28 | 12:11 |
 | Aether Lens | 2 | 5.56% | 23.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 39:31 | 28:06 | 28:06 | 50:56 | 50:56 | 50:56 | 22:50 | 16:54 |
 | Refresher Orb | 3 | 8.33% | 21.4 | 33.33% | -18.19% | -33.33% | 0.00% | 0.00% | 39:17 | 37:29 | 37:29 | 39:41 | 40:40 | 40:40 | 03:11 | 02:21 |
 | Sange | 1 | 2.78% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.78% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.78% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 00:00 | 00:00 |
 | Kaya | 1 | 2.78% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.78% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Bottle | 1 | 2.78% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.78% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.78% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:08 | 53:08 | 53:08 | 53:08 | 53:08 | 53:08 | 00:00 | 00:00 |