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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 | 33 | 21.57% | 100.0 | 72.73% | +33.56% | +14.77% | -10.23% | -3.84% | 32:13 | 22:11 | 28:09 | 31:45 | 34:40 | 48:32 | 06:31 | 04:49 |
 | Assault Cuirass | 30 | 19.61% | 98.4 | 70.00% | +29.35% | +17.50% | -12.86% | -4.87% | 32:37 | 22:46 | 29:09 | 31:59 | 35:23 | 45:26 | 06:14 | 04:37 |
 | Ring of Protection | 48 | 31.37% | 96.9 | 64.58% | +26.48% | -6.25% | -6.25% | 0.00% | 21:31 | -01:29 | 04:40 | 27:25 | 32:26 | 48:32 | 27:46 | 20:34 |
 | Blink Dagger | 120 | 78.43% | 95.3 | 50.83% | +20.53% | -14.16% | -0.83% | 1.45% | 17:59 | 07:42 | 12:12 | 15:58 | 21:24 | 46:43 | 09:12 | 06:48 |
 | Crystalys | 77 | 50.33% | 93.8 | 51.95% | +11.16% | +5.94% | -15.11% | -3.08% | 28:59 | 17:19 | 24:50 | 28:40 | 31:40 | 52:50 | 06:50 | 05:03 |
 | Black King Bar | 116 | 75.82% | 92.2 | 48.28% | +7.74% | +34.48% | -27.59% | -12.71% | 25:26 | 19:28 | 22:25 | 24:13 | 27:18 | 44:42 | 04:53 | 03:37 |
 | Boots of Speed | 153 | 100.00% | 90.6 | 46.41% | +46.41% | +19.38% | -17.46% | -22.10% | 03:31 | -01:29 | 03:00 | 03:45 | 04:40 | 08:20 | 01:40 | 01:14 |
 | Aghanim's Shard | 108 | 70.59% | 89.1 | 47.22% | +2.78% | +15.74% | -2.78% | -3.89% | 19:07 | 15:00 | 15:19 | 16:34 | 20:05 | 44:29 | 04:46 | 03:31 |
 | Silver Edge | 66 | 43.14% | 87.5 | 50.00% | +6.32% | +2.94% | -18.75% | -2.52% | 29:43 | 18:16 | 25:09 | 28:02 | 33:45 | 53:05 | 08:36 | 06:22 |
 | Quelling Blade | 133 | 86.93% | 85.9 | 45.86% | -4.14% | -9.50% | +5.66% | 0.00% | -01:01 | -01:29 | -01:29 | -01:29 | -01:29 | 12:41 | 00:00 | 00:00 |
 | Magic Stick | 129 | 84.31% | 84.4 | 44.96% | -9.21% | -1.21% | -7.46% | -1.86% | 02:28 | -01:29 | -01:29 | 01:52 | 04:51 | 16:11 | 06:20 | 04:41 |
 | Power Treads | 105 | 68.63% | 82.8 | 45.71% | -2.21% | +19.67% | -11.09% | -19.43% | 06:58 | 04:21 | 05:25 | 06:15 | 07:00 | 25:42 | 01:35 | 01:10 |
 | Shadow Blade | 86 | 56.21% | 81.3 | 46.51% | +0.24% | +17.13% | +10.63% | -0.83% | 21:41 | 12:33 | 16:40 | 18:56 | 24:29 | 42:35 | 07:49 | 05:47 |
 | Echo Sabre | 104 | 67.97% | 79.7 | 45.19% | -3.79% | +16.35% | -2.88% | -2.41% | 15:28 | 09:50 | 11:09 | 12:35 | 19:07 | 33:29 | 07:58 | 05:54 |
 | Magic Wand | 103 | 67.32% | 78.1 | 44.66% | -5.34% | +1.49% | +9.19% | 1.19% | 07:45 | -01:29 | 04:04 | 06:52 | 10:33 | 24:40 | 06:29 | 04:48 |
 | Wind Lace | 32 | 20.92% | 76.6 | 53.13% | +8.50% | +21.87% | -3.13% | -6.49% | 07:58 | -01:29 | 04:55 | 05:59 | 08:46 | 20:25 | 03:51 | 02:51 |
 | Soul Ring | 14 | 9.15% | 75.0 | 64.29% | +19.69% | +10.71% | +2.38% | -2.32% | 06:24 | 01:12 | 04:10 | 06:03 | 07:45 | 11:36 | 03:35 | 02:39 |
 | Tranquil Boots | 12 | 7.84% | 73.4 | 66.67% | +21.99% | 0.00% | -33.34% | -13.34% | 09:30 | 04:59 | 05:40 | 07:28 | 08:10 | 33:47 | 02:30 | 01:51 |
 | Moon Shard | 26 | 16.99% | 71.9 | 53.85% | +8.97% | +17.58% | -53.85% | -3.37% | 26:26 | 13:00 | 14:27 | 27:56 | 35:39 | 44:45 | 21:12 | 15:42 |
 | Morbid Mask | 28 | 18.30% | 70.3 | 50.00% | +4.40% | -7.14% | -21.43% | -0.56% | 28:41 | 06:57 | 11:15 | 30:01 | 36:54 | 53:10 | 25:39 | 19:00 |
 | Force Staff | 14 | 9.15% | 68.8 | 57.14% | +11.82% | +17.86% | -23.81% | -9.51% | 27:07 | 21:34 | 24:47 | 27:01 | 29:10 | 31:34 | 04:23 | 03:14 |
 | Phase Boots | 25 | 16.34% | 67.2 | 48.00% | +1.91% | -31.33% | +2.00% | 4.28% | 11:52 | 05:15 | 06:51 | 11:14 | 14:38 | 39:01 | 07:47 | 05:45 |
 | Chainmail | 26 | 16.99% | 65.6 | 46.15% | -0.31% | -17.58% | +3.85% | 2.75% | 12:41 | 05:03 | 06:45 | 11:02 | 14:32 | 49:27 | 07:47 | 05:45 |
 | Fluffy Hat | 15 | 9.80% | 64.1 | 53.33% | +7.68% | -3.33% | -3.33% | 0.00% | 23:30 | 16:44 | 20:51 | 23:06 | 24:29 | 31:34 | 03:38 | 02:41 |
 | Wraith Band | 35 | 22.88% | 62.5 | 40.00% | -8.31% | +4.44% | +15.56% | 6.81% | 01:24 | -01:30 | 00:45 | 01:40 | 02:23 | 06:25 | 01:38 | 01:12 |
 | Bottle | 36 | 23.53% | 60.9 | 38.89% | -9.83% | +5.55% | -27.78% | -33.33% | 01:33 | 01:07 | 01:18 | 01:30 | 01:47 | 02:09 | 00:29 | 00:21 |
 | Satanic | 17 | 11.11% | 59.4 | 47.06% | +0.74% | +27.94% | -22.06% | -4.65% | 37:36 | 23:26 | 30:40 | 35:17 | 41:25 | 53:22 | 10:45 | 07:57 |
 | Swift Blink | 6 | 3.92% | 57.8 | 66.67% | +21.09% | +33.33% | -66.67% | 0.00% | 43:58 | 36:56 | 37:33 | 40:27 | 49:40 | 54:37 | 12:07 | 08:58 |
 | Eul's Scepter of Divinity | 2 | 1.31% | 56.3 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 32:55 | 25:00 | 25:00 | 40:49 | 40:49 | 40:49 | 15:49 | 11:42 |
 | Arcane Boots | 6 | 3.92% | 54.7 | 50.00% | +3.74% | 0.00% | -50.00% | 0.00% | 10:22 | 05:46 | 06:35 | 07:19 | 08:52 | 24:57 | 02:17 | 01:41 |
 | Mask of Madness | 7 | 4.58% | 53.1 | 42.86% | -3.72% | +7.14% | -42.86% | -25.86% | 10:56 | 09:28 | 09:37 | 10:04 | 11:33 | 13:53 | 01:56 | 01:25 |
 | Ghost Scepter | 7 | 4.58% | 51.6 | 42.86% | -3.72% | +7.14% | -42.86% | -5.08% | 33:58 | 24:35 | 27:39 | 31:48 | 37:30 | 44:17 | 09:51 | 07:17 |
 | Bracer | 14 | 9.15% | 50.0 | 28.57% | -19.63% | -3.57% | +4.76% | 8.33% | 02:31 | 01:25 | 01:50 | 02:01 | 02:29 | 07:21 | 00:39 | 00:28 |
 | Void Stone | 9 | 5.88% | 48.4 | 33.33% | -13.89% | +16.67% | -33.33% | -2.00% | 43:45 | 24:49 | 29:05 | 40:47 | 54:05 | 1:09:01 | 25:00 | 18:31 |
 | Orb of Venom | 1 | 0.65% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Kaya | 1 | 0.65% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.65% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Javelin | 1 | 0.65% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.65% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.65% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.65% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.65% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.65% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 00:00 | 00:00 |
 | Skull Basher | 2 | 1.31% | 32.8 | 50.00% | +3.64% | +50.00% | 0.00% | 0.00% | 45:36 | 36:48 | 36:48 | 54:24 | 54:24 | 54:24 | 17:36 | 13:02 |
 | Ring of Basilius | 2 | 1.31% | 31.3 | 50.00% | +3.64% | -50.00% | 0.00% | 0.00% | 25:36 | 02:39 | 02:39 | 48:32 | 48:32 | 48:32 | 45:53 | 33:59 |
 | Mage Slayer | 3 | 1.96% | 29.7 | 33.33% | -13.34% | -33.33% | 0.00% | 0.00% | 34:31 | 29:14 | 29:14 | 30:10 | 44:10 | 44:10 | 14:56 | 11:03 |
 | Lotus Orb | 3 | 1.96% | 28.1 | 33.33% | -13.34% | -33.33% | 0.00% | 0.00% | 32:17 | 30:49 | 30:49 | 32:34 | 33:28 | 33:28 | 02:39 | 01:57 |
 | Overwhelming Blink | 3 | 1.96% | 26.6 | 33.33% | -13.34% | -33.33% | 0.00% | 0.00% | 48:22 | 41:42 | 41:42 | 48:46 | 54:39 | 54:39 | 12:57 | 09:35 |
 | Hand of Midas | 4 | 2.61% | 25.0 | 25.00% | -21.98% | -25.00% | +75.00% | 0.00% | 10:35 | 07:05 | 07:05 | 10:30 | 11:20 | 13:24 | 04:15 | 03:08 |
 | Ring of Health | 7 | 4.58% | 23.4 | 14.29% | -33.66% | -14.29% | -14.29% | 0.00% | 42:07 | 05:20 | 29:05 | 33:16 | 57:27 | 1:09:01 | 28:22 | 21:00 |
 | Witch Blade | 1 | 0.65% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:28 | 49:28 | 49:28 | 49:28 | 49:28 | 49:28 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.65% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.65% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.65% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 1.31% | 15.6 | 0.00% | -47.02% | 0.00% | 0.00% | 0.00% | 50:06 | 46:04 | 46:04 | 54:08 | 54:08 | 54:08 | 08:04 | 05:58 |
 | Nullifier | 2 | 1.31% | 14.1 | 0.00% | -47.02% | 0.00% | 0.00% | 0.00% | 1:02:19 | 1:01:27 | 1:01:27 | 1:03:11 | 1:03:11 | 1:03:11 | 01:44 | 01:17 |
 | Abyssal Blade | 1 | 0.65% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.65% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.65% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.31% | 7.8 | 0.00% | -47.02% | 0.00% | 0.00% | 0.00% | 1:08:46 | 1:08:10 | 1:08:10 | 1:09:22 | 1:09:22 | 1:09:22 | 01:12 | 00:53 |
 | Aghanim's Scepter | 1 | 0.65% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 1.31% | 4.7 | 0.00% | -47.02% | 0.00% | 0.00% | 0.00% | 48:04 | 42:03 | 42:03 | 54:05 | 54:05 | 54:05 | 12:02 | 08:54 |
 | Helm of Iron Will | 2 | 1.31% | 3.1 | 0.00% | -47.02% | 0.00% | 0.00% | 0.00% | 60:34 | 58:34 | 58:34 | 1:02:34 | 1:02:34 | 1:02:34 | 04:00 | 02:57 |
 | Revenant's Brooch | 1 | 0.65% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |