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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 | |
 | Ring of Health | 8 | 11.11% | 100.0 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 41:30 | 30:04 | 32:38 | 39:52 | 43:21 | 57:52 | 10:43 | 07:56 |
 | Abyssal Blade | 8 | 11.11% | 98.1 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 43:34 | 30:16 | 33:00 | 39:55 | 43:39 | 1:01:45 | 10:39 | 07:53 |
 | Vanguard | 8 | 11.11% | 96.2 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 43:05 | 30:04 | 32:38 | 39:52 | 43:21 | 1:01:45 | 10:43 | 07:56 |
 | Swift Blink | 20 | 27.78% | 94.3 | 85.00% | +36.92% | +15.00% | -5.00% | -4.27% | 38:24 | 32:10 | 34:20 | 36:57 | 39:01 | 55:21 | 04:41 | 03:28 |
 | Skull Basher | 14 | 19.44% | 92.5 | 85.71% | +33.99% | +14.29% | -19.04% | -2.71% | 39:20 | 24:05 | 31:17 | 36:22 | 43:35 | 1:01:29 | 12:18 | 09:06 |
 | Aghanim's Shard | 9 | 12.50% | 90.6 | 88.89% | +34.92% | +11.11% | +11.11% | 0.00% | 27:25 | 20:02 | 22:16 | 27:42 | 28:31 | 35:31 | 06:15 | 04:37 |
 | Ring of Protection | 57 | 79.17% | 88.7 | 63.16% | +23.16% | -13.16% | -13.16% | 0.00% | 18:09 | -01:30 | 05:18 | 16:46 | 29:07 | 37:21 | 23:49 | 17:38 |
 | Soul Ring | 26 | 36.11% | 86.8 | 69.23% | +17.06% | -26.37% | -2.56% | 4.05% | 08:45 | 04:12 | 05:36 | 08:44 | 11:29 | 17:43 | 05:53 | 04:21 |
 | Blink Dagger | 62 | 86.11% | 84.9 | 61.29% | +21.29% | -17.54% | +5.38% | 3.48% | 21:44 | 14:25 | 17:48 | 19:37 | 24:23 | 55:02 | 06:35 | 04:52 |
 | Desolator | 50 | 69.44% | 83.0 | 62.00% | +12.00% | +14.92% | -28.67% | -17.55% | 18:13 | 13:57 | 16:23 | 17:12 | 18:52 | 29:15 | 02:29 | 01:50 |
 | Helm of Iron Will | 72 | 100.00% | 81.1 | 58.33% | +58.33% | +13.89% | -2.77% | -2.84% | 05:42 | 02:25 | 03:13 | 03:48 | 09:05 | 12:29 | 05:52 | 04:20 |
 | Armlet of Mordiggian | 72 | 100.00% | 79.2 | 58.33% | +58.33% | +19.45% | -2.77% | -7.53% | 09:59 | 06:34 | 08:15 | 09:48 | 11:12 | 14:52 | 02:57 | 02:11 |
 | Boots of Speed | 72 | 100.00% | 77.4 | 58.33% | +58.33% | -2.77% | -19.44% | -3.22% | 06:08 | 01:35 | 03:21 | 05:49 | 08:32 | 11:29 | 05:11 | 03:50 |
 | Quelling Blade | 72 | 100.00% | 75.5 | 58.33% | +58.33% | +2.78% | -8.33% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:28 | 00:00 | 00:00 |
 | Magic Stick | 53 | 73.61% | 73.6 | 60.38% | +7.75% | +1.16% | +8.85% | 0.98% | 03:33 | -01:29 | -01:29 | 00:45 | 09:21 | 20:41 | 10:50 | 08:01 |
 | Magic Wand | 48 | 66.67% | 71.7 | 60.42% | +6.25% | -10.42% | -10.42% | 0.00% | 09:38 | 01:22 | 06:16 | 09:52 | 12:55 | 18:10 | 06:39 | 04:55 |
 | Blight Stone | 52 | 72.22% | 69.8 | 59.62% | +4.62% | +9.61% | -21.16% | -7.60% | 14:44 | 10:18 | 12:11 | 13:16 | 16:14 | 29:15 | 04:03 | 03:00 |
 | Black King Bar | 56 | 77.78% | 67.9 | 58.93% | +2.68% | +12.50% | -16.07% | -7.83% | 26:01 | 17:12 | 23:43 | 24:50 | 27:22 | 43:34 | 03:39 | 02:42 |
 | Chainmail | 70 | 97.22% | 66.0 | 57.14% | -42.86% | +9.53% | -10.08% | -3.41% | 08:28 | 01:05 | 05:22 | 09:52 | 11:07 | 15:11 | 05:45 | 04:15 |
 | Phase Boots | 70 | 97.22% | 64.2 | 57.14% | -42.86% | -1.58% | -4.20% | -0.50% | 09:34 | 04:35 | 06:33 | 10:47 | 11:46 | 15:11 | 05:13 | 03:51 |
 | Assault Cuirass | 40 | 55.56% | 62.3 | 60.00% | +3.75% | 0.00% | -20.00% | -2.91% | 31:15 | 19:35 | 27:34 | 30:46 | 34:26 | 42:19 | 06:52 | 05:05 |
 | Silver Edge | 12 | 16.67% | 60.4 | 75.00% | +20.00% | -8.33% | -8.33% | 0.00% | 29:23 | 18:30 | 21:20 | 26:17 | 34:37 | 46:41 | 13:17 | 09:50 |
 | Crystalys | 12 | 16.67% | 58.5 | 75.00% | +20.00% | -8.33% | +25.00% | 2.52% | 28:58 | 17:57 | 21:05 | 25:55 | 34:20 | 46:41 | 13:15 | 09:48 |
 | Overwhelming Blink | 7 | 9.72% | 56.6 | 85.71% | +30.33% | +14.29% | -35.71% | 0.00% | 36:08 | 32:38 | 33:34 | 35:20 | 35:23 | 46:00 | 01:49 | 01:20 |
 | Buckler | 41 | 56.94% | 54.7 | 58.54% | +0.48% | +1.46% | -28.54% | -4.69% | 30:08 | 19:16 | 27:05 | 30:25 | 33:29 | 40:35 | 06:24 | 04:44 |
 | Shadow Blade | 13 | 18.06% | 52.8 | 69.23% | +13.30% | -35.90% | -2.56% | 2.82% | 25:22 | 15:38 | 17:02 | 22:26 | 28:52 | 46:41 | 11:50 | 08:45 |
 | Bloodthorn | 3 | 4.17% | 50.9 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 39:25 | 31:38 | 31:38 | 38:14 | 48:23 | 48:23 | 16:45 | 12:24 |
 | Javelin | 5 | 6.94% | 49.1 | 80.00% | +23.28% | +20.00% | -80.00% | 0.00% | 27:40 | 17:22 | 17:22 | 27:44 | 32:03 | 37:08 | 14:41 | 10:52 |
 | Radiance | 8 | 11.11% | 47.2 | 62.50% | +4.69% | +37.50% | -12.50% | -41.67% | 19:50 | 17:28 | 18:45 | 19:25 | 19:57 | 22:37 | 01:12 | 00:53 |
 | Orchid Malevolence | 6 | 8.33% | 45.3 | 66.67% | +9.09% | +33.33% | +33.33% | 0.00% | 37:05 | 27:10 | 27:35 | 35:18 | 45:35 | 47:16 | 18:00 | 13:20 |
 | Sange | 6 | 8.33% | 43.4 | 66.67% | +9.09% | -66.67% | +33.33% | 0.00% | 22:16 | 19:50 | 21:10 | 21:55 | 23:40 | 24:27 | 02:30 | 01:51 |
 | Monkey King Bar | 4 | 5.56% | 41.5 | 75.00% | +17.65% | +25.00% | -75.00% | 0.00% | 28:26 | 18:51 | 18:51 | 24:41 | 32:21 | 37:49 | 13:30 | 10:00 |
 | Moon Shard | 2 | 2.78% | 39.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 1:02:48 | 55:55 | 55:55 | 1:09:41 | 1:09:41 | 1:09:41 | 13:46 | 10:11 |
 | Yasha | 2 | 2.78% | 37.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 27:11 | 25:36 | 25:36 | 28:45 | 28:45 | 28:45 | 03:09 | 02:20 |
 | Sange and Yasha | 2 | 2.78% | 35.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 27:17 | 25:36 | 25:36 | 28:58 | 28:58 | 28:58 | 03:22 | 02:29 |
 | Power Treads | 2 | 2.78% | 34.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 07:20 | 05:16 | 05:16 | 09:23 | 09:23 | 09:23 | 04:07 | 03:02 |
 | Wraith Band | 2 | 2.78% | 32.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Divine Rapier | 3 | 4.17% | 30.2 | 66.67% | +8.70% | -66.67% | 0.00% | 0.00% | 51:50 | 44:17 | 44:17 | 54:10 | 57:02 | 57:02 | 12:45 | 09:26 |
 | Eye of Skadi | 4 | 5.56% | 28.3 | 50.00% | -8.82% | -50.00% | +50.00% | 0.00% | 33:13 | 27:02 | 27:02 | 31:34 | 32:43 | 41:33 | 05:41 | 04:12 |
 | Heaven's Halberd | 4 | 5.56% | 26.4 | 50.00% | -8.82% | -50.00% | +50.00% | 0.00% | 24:15 | 21:45 | 21:45 | 24:08 | 25:06 | 26:00 | 03:21 | 02:28 |
 | Maelstrom | 1 | 1.39% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.39% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.39% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.39% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.39% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Nullifier | 2 | 2.78% | 15.1 | 50.00% | -8.57% | -50.00% | 0.00% | 0.00% | 37:11 | 35:58 | 35:58 | 38:23 | 38:23 | 38:23 | 02:25 | 01:47 |
 | Bracer | 2 | 2.78% | 13.2 | 50.00% | -8.57% | +50.00% | 0.00% | 0.00% | 01:13 | 00:52 | 00:52 | 01:33 | 01:33 | 01:33 | 00:41 | 00:30 |
 | Hand of Midas | 2 | 2.78% | 11.3 | 50.00% | -8.57% | +50.00% | 0.00% | 0.00% | 10:33 | 10:02 | 10:02 | 11:03 | 11:03 | 11:03 | 01:01 | 00:45 |
 | Aghanim's Scepter | 1 | 1.39% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.39% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.39% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.39% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.39% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 00:00 | 00:00 |