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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 | |
 | Yasha | 7 | 6.31% | 100.0 | 85.71% | +49.17% | +14.29% | -35.71% | -9.35% | 27:10 | 19:47 | 23:56 | 28:00 | 29:17 | 34:19 | 05:21 | 03:57 |
 | Aghanim's Scepter | 41 | 36.94% | 97.7 | 53.66% | +22.23% | -13.66% | +26.34% | 5.48% | 30:21 | 22:07 | 25:09 | 29:16 | 32:27 | 44:53 | 07:18 | 05:24 |
 | Yasha and Kaya | 6 | 5.41% | 95.3 | 83.33% | +46.19% | +16.67% | +16.67% | 0.00% | 27:13 | 19:47 | 23:59 | 24:23 | 30:48 | 34:37 | 06:49 | 05:02 |
 | Void Stone | 10 | 9.01% | 93.0 | 70.00% | +33.37% | +30.00% | -20.00% | -3.09% | 34:34 | 19:25 | 26:21 | 33:57 | 42:31 | 50:01 | 16:10 | 11:58 |
 | Black King Bar | 49 | 44.14% | 90.7 | 46.94% | +13.07% | -13.61% | +3.06% | 1.44% | 30:46 | 17:10 | 24:54 | 30:01 | 36:28 | 53:18 | 11:34 | 08:34 |
 | Wind Lace | 76 | 68.47% | 88.4 | 43.42% | +11.99% | +3.95% | -6.58% | -2.16% | 07:38 | -01:29 | 03:47 | 06:55 | 08:39 | 34:19 | 04:52 | 03:36 |
 | Phase Boots | 110 | 99.10% | 86.0 | 40.00% | +40.00% | -0.71% | -6.67% | -1.06% | 10:01 | 04:06 | 06:49 | 09:23 | 12:25 | 25:14 | 05:36 | 04:08 |
 | Chainmail | 111 | 100.00% | 83.7 | 39.64% | +39.64% | -7.50% | -3.93% | 0.78% | 08:21 | 01:52 | 05:23 | 07:54 | 09:58 | 29:39 | 04:35 | 03:23 |
 | Boots of Speed | 111 | 100.00% | 81.4 | 39.64% | +39.64% | +10.36% | -7.50% | -5.86% | 03:07 | -01:29 | 01:44 | 03:14 | 04:47 | 09:40 | 03:03 | 02:15 |
 | Shadow Blade | 85 | 76.58% | 79.1 | 41.18% | +6.56% | +1.68% | -3.08% | -0.67% | 20:04 | 13:24 | 16:05 | 18:43 | 23:09 | 36:33 | 07:04 | 05:14 |
 | Magic Stick | 101 | 90.99% | 76.7 | 39.60% | -0.40% | +0.40% | -3.60% | -0.65% | 03:52 | -01:29 | 00:59 | 02:53 | 07:07 | 16:08 | 06:08 | 04:32 |
 | Eul's Scepter of Divinity | 3 | 2.70% | 74.4 | 100.00% | +62.04% | 0.00% | 0.00% | 0.00% | 31:35 | 20:18 | 20:18 | 31:19 | 43:07 | 43:07 | 22:49 | 16:54 |
 | Magic Wand | 75 | 67.57% | 72.1 | 40.00% | +1.11% | +7.37% | +12.63% | 0.90% | 11:41 | 01:27 | 08:17 | 10:43 | 14:06 | 37:26 | 05:49 | 04:18 |
 | Soul Ring | 31 | 27.93% | 69.8 | 45.16% | +7.66% | -20.16% | +4.84% | 12.40% | 10:04 | 04:01 | 07:38 | 08:30 | 09:39 | 24:20 | 02:01 | 01:29 |
 | Kaya | 10 | 9.01% | 67.4 | 60.00% | +22.38% | +40.00% | -10.00% | -2.88% | 30:15 | 17:36 | 20:51 | 28:45 | 38:11 | 45:50 | 17:20 | 12:50 |
 | Quelling Blade | 45 | 40.54% | 65.1 | 37.78% | -3.13% | -10.51% | -1.42% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 00:31 | 00:00 | 00:00 |
 | Ring of Protection | 38 | 34.23% | 62.8 | 36.84% | -4.26% | -26.84% | -3.51% | 2.97% | 06:44 | -01:29 | -01:24 | 07:01 | 09:15 | 24:20 | 10:39 | 07:53 |
 | Orb of Venom | 16 | 14.41% | 60.5 | 43.75% | +4.80% | +31.25% | +6.25% | 0.00% | -00:49 | -01:29 | -01:29 | -01:29 | -01:29 | 04:48 | 00:00 | 00:00 |
 | Ring of Health | 7 | 6.31% | 58.1 | 57.14% | +18.68% | -7.14% | -7.14% | 0.00% | 33:39 | 14:22 | 24:58 | 37:01 | 39:59 | 50:01 | 15:01 | 11:07 |
 | Aghanim's Shard | 22 | 19.82% | 55.8 | 36.36% | -4.09% | -3.03% | -16.36% | -1.40% | 30:24 | 20:01 | 24:16 | 28:45 | 33:46 | 56:00 | 09:30 | 07:02 |
 | Drum of Endurance | 6 | 5.41% | 53.5 | 50.00% | +10.95% | 0.00% | -50.00% | 0.00% | 22:28 | 13:10 | 14:05 | 21:03 | 30:21 | 33:03 | 16:16 | 12:02 |
 | Silver Edge | 3 | 2.70% | 51.2 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 42:50 | 38:09 | 38:09 | 40:14 | 50:07 | 50:07 | 11:58 | 08:51 |
 | Linken's Sphere | 3 | 2.70% | 48.8 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 35:28 | 29:04 | 29:04 | 37:12 | 40:09 | 40:09 | 11:05 | 08:12 |
 | Crystalys | 3 | 2.70% | 46.5 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 42:41 | 37:43 | 37:43 | 40:13 | 50:07 | 50:07 | 12:24 | 09:11 |
 | Null Talisman | 7 | 6.31% | 44.2 | 42.86% | +3.44% | -42.86% | +7.14% | 10.91% | 05:54 | 02:34 | 02:45 | 06:33 | 07:20 | 07:50 | 04:35 | 03:23 |
 | Bracer | 13 | 11.71% | 41.9 | 30.77% | -10.05% | -30.77% | +35.90% | 48.78% | 02:26 | -01:29 | -01:29 | 02:12 | 02:51 | 13:17 | 04:20 | 03:12 |
 | Aeon Disk | 1 | 0.90% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.90% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |
 | Headdress | 1 | 0.90% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.90% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.90% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 |
 | Buckler | 1 | 0.90% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Bottle | 6 | 5.41% | 25.6 | 33.33% | -6.67% | +16.67% | -33.33% | 0.00% | 01:43 | 01:35 | 01:36 | 01:39 | 01:52 | 01:54 | 00:16 | 00:11 |
 | Hood of Defiance | 2 | 1.80% | 23.3 | 50.00% | +10.55% | +50.00% | 0.00% | 0.00% | 19:55 | 14:52 | 14:52 | 24:58 | 24:58 | 24:58 | 10:06 | 07:28 |
 | Refresher Orb | 2 | 1.80% | 20.9 | 50.00% | +10.55% | -50.00% | 0.00% | 0.00% | 46:28 | 42:54 | 42:54 | 50:01 | 50:01 | 50:01 | 07:07 | 05:16 |
 | Heaven's Halberd | 3 | 2.70% | 18.6 | 33.33% | -6.48% | -33.33% | 0.00% | 0.00% | 33:01 | 21:32 | 21:32 | 29:58 | 47:34 | 47:34 | 26:02 | 19:17 |
 | Fluffy Hat | 3 | 2.70% | 16.3 | 33.33% | -6.48% | -33.33% | 0.00% | 0.00% | 11:19 | 07:05 | 07:05 | 10:25 | 16:27 | 16:27 | 09:22 | 06:56 |
 | Sange | 4 | 3.60% | 14.0 | 25.00% | -15.19% | -25.00% | +75.00% | 0.00% | 33:39 | 15:03 | 15:03 | 27:13 | 45:49 | 46:31 | 30:46 | 22:47 |
 | Echo Sabre | 4 | 3.60% | 11.6 | 25.00% | -15.19% | -25.00% | -25.00% | 0.00% | 14:43 | 12:27 | 12:27 | 14:28 | 14:53 | 17:02 | 02:26 | 01:48 |
 | Lotus Orb | 1 | 0.90% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Urn of Shadows | 3 | 2.70% | 7.0 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 09:06 | 06:05 | 06:05 | 07:06 | 14:07 | 14:07 | 08:02 | 05:57 |
 | Kaya and Sange | 1 | 0.90% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.80% | 2.3 | 0.00% | -40.37% | 0.00% | 0.00% | 0.00% | 32:03 | 30:16 | 30:16 | 33:50 | 33:50 | 33:50 | 03:34 | 02:38 |