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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 | |
 | Drum of Endurance | 71 | 42.77% | 100.0 | 60.56% | +13.68% | +0.55% | -5.00% | -1.73% | 14:45 | 09:00 | 12:38 | 13:52 | 15:50 | 33:39 | 03:12 | 02:22 |
 | Ring of Protection | 49 | 29.52% | 99.9 | 63.27% | +14.96% | -1.73% | +13.65% | 1.33% | 16:43 | -01:29 | 10:44 | 15:41 | 22:17 | 42:30 | 11:33 | 08:33 |
 | Force Staff | 109 | 65.66% | 99.6 | 57.80% | +14.70% | +2.91% | -2.63% | -0.56% | 25:54 | 13:58 | 20:04 | 24:49 | 29:53 | 54:46 | 09:49 | 07:16 |
 | Fluffy Hat | 142 | 85.54% | 98.2 | 55.63% | +19.63% | -2.85% | -8.41% | -0.45% | 18:33 | -01:29 | 11:29 | 18:03 | 23:55 | 54:46 | 12:25 | 09:12 |
 | Boots of Bearing | 21 | 12.65% | 98.1 | 71.43% | +21.43% | -4.76% | +28.57% | 4.47% | 34:56 | 26:46 | 30:35 | 32:44 | 38:02 | 52:18 | 07:27 | 05:31 |
 | Magic Stick | 166 | 100.00% | 94.9 | 53.01% | +53.01% | -5.39% | +13.66% | 3.41% | 03:25 | -01:29 | 00:19 | 03:00 | 05:54 | 27:45 | 05:35 | 04:08 |
 | Magic Wand | 165 | 99.40% | 94.3 | 52.73% | +2.73% | -7.49% | +4.41% | 3.59% | 06:54 | 00:55 | 04:54 | 06:47 | 08:13 | 27:45 | 03:19 | 02:27 |
 | Boots of Speed | 163 | 98.19% | 94.2 | 52.76% | +2.76% | +0.90% | +3.34% | 0.82% | 07:39 | -01:29 | 05:19 | 06:40 | 08:17 | 39:02 | 02:58 | 02:11 |
 | Wind Lace | 108 | 65.06% | 93.9 | 54.63% | +5.48% | -2.78% | -6.48% | -0.57% | 09:19 | -01:29 | 05:17 | 08:36 | 11:46 | 36:42 | 06:29 | 04:48 |
 | Dragon Lance | 99 | 59.64% | 92.8 | 54.55% | +4.55% | +9.45% | +1.45% | -0.80% | 25:57 | 13:54 | 19:59 | 23:28 | 29:56 | 59:07 | 09:56 | 07:21 |
 | Hurricane Pike | 83 | 50.00% | 92.5 | 55.42% | +5.42% | +11.25% | -5.42% | -2.16% | 31:10 | 19:25 | 26:07 | 29:53 | 33:51 | 59:29 | 07:43 | 05:43 |
 | Holy Locket | 5 | 3.01% | 92.2 | 100.00% | +48.77% | 0.00% | 0.00% | 0.00% | 36:09 | 25:19 | 29:45 | 36:29 | 43:29 | 45:42 | 13:44 | 10:10 |
 | Black King Bar | 17 | 10.24% | 90.9 | 70.59% | +19.92% | -30.59% | +9.41% | 5.42% | 41:10 | 28:34 | 35:43 | 39:55 | 43:06 | 1:05:53 | 07:23 | 05:28 |
 | Pavise | 38 | 22.89% | 90.8 | 60.53% | +10.14% | -0.53% | +9.47% | 1.39% | 19:24 | 11:03 | 15:35 | 18:29 | 22:48 | 34:35 | 07:12 | 05:20 |
 | Buckler | 10 | 6.02% | 90.0 | 80.00% | +29.04% | +20.00% | -46.67% | -13.18% | 36:23 | 28:24 | 32:29 | 35:48 | 37:32 | 49:19 | 05:03 | 03:44 |
 | Null Talisman | 33 | 19.88% | 88.4 | 60.61% | +9.86% | +6.06% | +6.06% | 0.00% | 13:48 | 01:50 | 09:13 | 11:39 | 18:13 | 30:30 | 09:00 | 06:40 |
 | Crown | 36 | 21.69% | 86.0 | 58.33% | +7.18% | +8.34% | -2.77% | -1.57% | 20:43 | 12:57 | 16:09 | 20:03 | 23:13 | 36:42 | 07:03 | 05:13 |
 | Solar Crest | 36 | 21.69% | 86.0 | 58.33% | +7.18% | +8.34% | -2.77% | -1.68% | 22:49 | 14:06 | 18:49 | 22:25 | 25:25 | 36:53 | 06:36 | 04:53 |
 | Power Treads | 97 | 58.43% | 85.4 | 50.52% | -5.19% | -2.52% | -14.52% | -1.21% | 17:47 | 08:32 | 11:46 | 13:28 | 21:41 | 48:53 | 09:55 | 07:20 |
 | Diadem | 7 | 4.22% | 84.8 | 85.71% | +34.46% | +14.29% | +14.29% | 0.00% | 33:23 | 25:19 | 27:36 | 31:13 | 38:25 | 45:06 | 10:49 | 08:00 |
 | Ring of Basilius | 7 | 4.22% | 84.8 | 85.71% | +34.46% | +14.29% | -35.71% | 0.00% | 32:15 | 10:07 | 30:11 | 34:02 | 35:56 | 49:20 | 05:44 | 04:15 |
 | Wraith Band | 31 | 18.67% | 82.7 | 58.06% | +6.59% | -8.06% | -8.06% | 0.00% | 25:37 | -00:10 | 20:51 | 26:41 | 29:50 | 41:39 | 08:59 | 06:39 |
 | Aghanim's Shard | 25 | 15.06% | 81.7 | 60.00% | +8.59% | -2.86% | +11.43% | 1.27% | 25:30 | 15:38 | 19:29 | 25:34 | 30:44 | 39:30 | 11:15 | 08:20 |
 | Tranquil Boots | 23 | 13.86% | 81.4 | 60.87% | +9.48% | -32.30% | +22.46% | 6.93% | 30:19 | 22:04 | 24:04 | 28:52 | 31:58 | 52:18 | 07:54 | 05:51 |
 | Eternal Shroud | 22 | 13.25% | 77.3 | 59.09% | +7.37% | +7.58% | +7.58% | 0.00% | 28:30 | 19:25 | 22:02 | 27:28 | 32:27 | 48:33 | 10:25 | 07:42 |
 | Chainmail | 5 | 3.01% | 60.9 | 80.00% | +28.15% | +20.00% | -30.00% | 0.00% | 29:58 | 15:42 | 26:23 | 27:05 | 33:21 | 47:19 | 06:58 | 05:09 |
 | Scythe of Vyse | 5 | 3.01% | 60.9 | 80.00% | +28.15% | +20.00% | +20.00% | 0.00% | 44:59 | 39:25 | 40:54 | 41:18 | 44:27 | 58:51 | 03:33 | 02:37 |
 | Morbid Mask | 5 | 3.01% | 60.9 | 80.00% | +28.15% | +20.00% | -30.00% | 0.00% | 35:42 | 28:24 | 31:59 | 34:02 | 34:45 | 49:20 | 02:46 | 02:02 |
 | Vladmir's Offering | 5 | 3.01% | 60.9 | 80.00% | +28.15% | +20.00% | -30.00% | 0.00% | 35:42 | 28:24 | 31:59 | 34:02 | 34:46 | 49:20 | 02:47 | 02:03 |
 | Headdress | 13 | 7.83% | 55.9 | 53.85% | +1.25% | -3.85% | +21.15% | 3.93% | 23:39 | 10:57 | 21:26 | 25:59 | 27:48 | 35:10 | 06:22 | 04:42 |
 | Ring of Health | 14 | 8.43% | 52.0 | 50.00% | -2.94% | 0.00% | +25.00% | 1.48% | 31:20 | 16:37 | 21:45 | 33:45 | 38:41 | 49:59 | 16:56 | 12:32 |
 | Moon Shard | 6 | 3.61% | 50.4 | 66.67% | +14.50% | +33.33% | -66.67% | 0.00% | 46:41 | 31:53 | 38:43 | 47:19 | 49:33 | 1:07:26 | 10:50 | 08:01 |
 | Void Stone | 12 | 7.23% | 48.3 | 50.00% | -2.90% | -16.67% | +16.67% | 2.44% | 34:13 | 19:37 | 26:21 | 34:43 | 40:00 | 49:59 | 13:38 | 10:06 |
 | Helm of Iron Will | 7 | 4.22% | 43.4 | 57.14% | +4.64% | +42.86% | -7.14% | 0.00% | 30:01 | 20:52 | 23:34 | 26:47 | 33:35 | 48:08 | 10:01 | 07:25 |
 | Boots of Travel | 2 | 1.20% | 43.1 | 100.00% | +47.88% | 0.00% | 0.00% | 0.00% | 46:01 | 41:40 | 43:50 | 46:00 | 48:10 | 50:21 | 04:20 | 03:12 |
 | Guardian Greaves | 2 | 1.20% | 43.1 | 100.00% | +47.88% | 0.00% | 0.00% | 0.00% | 34:11 | 31:15 | 32:43 | 34:11 | 35:39 | 37:07 | 02:56 | 02:10 |
 | Mekansm | 2 | 1.20% | 43.1 | 100.00% | +47.88% | 0.00% | 0.00% | 0.00% | 21:46 | 16:06 | 18:56 | 21:46 | 24:36 | 27:26 | 05:40 | 04:11 |
 | Arcane Boots | 2 | 1.20% | 43.1 | 100.00% | +47.88% | 0.00% | 0.00% | 0.00% | 24:23 | 11:38 | 18:00 | 24:22 | 30:44 | 37:07 | 12:44 | 09:26 |
 | Glimmer Cape | 19 | 11.45% | 39.1 | 36.84% | -17.89% | -16.84% | +3.16% | 2.68% | 23:55 | 14:52 | 19:58 | 22:18 | 27:27 | 36:14 | 07:28 | 05:32 |
 | Lotus Orb | 9 | 5.42% | 34.3 | 44.44% | -8.72% | -11.11% | +22.23% | 5.38% | 36:27 | 27:03 | 33:35 | 37:03 | 39:47 | 46:10 | 06:12 | 04:35 |
 | Pipe of Insight | 10 | 6.02% | 31.2 | 40.00% | -13.50% | -6.67% | +26.67% | 14.60% | 28:39 | 20:28 | 27:39 | 28:46 | 29:56 | 35:31 | 02:17 | 01:41 |
 | Ring of Tarrasque | 10 | 6.02% | 31.2 | 40.00% | -13.50% | -6.67% | +26.67% | 10.19% | 28:03 | 19:58 | 26:33 | 28:07 | 29:50 | 35:31 | 03:16 | 02:25 |
 | Nullifier | 3 | 1.81% | 29.1 | 66.67% | +14.23% | +33.33% | -66.67% | 0.00% | 38:52 | 29:22 | 33:57 | 38:32 | 43:37 | 48:43 | 09:40 | 07:10 |
 | Assault Cuirass | 3 | 1.81% | 29.1 | 66.67% | +14.23% | +33.33% | -66.67% | 0.00% | 39:31 | 37:08 | 37:51 | 38:35 | 40:42 | 42:50 | 02:51 | 02:06 |
 | Witch Blade | 3 | 1.81% | 29.1 | 66.67% | +14.23% | +33.33% | -66.67% | 0.00% | 36:06 | 27:10 | 30:15 | 33:21 | 40:34 | 47:48 | 10:19 | 07:38 |
 | Mage Slayer | 4 | 2.41% | 22.5 | 50.00% | -2.76% | +50.00% | -50.00% | 0.00% | 28:54 | 20:29 | 22:11 | 27:19 | 34:00 | 40:27 | 11:49 | 08:45 |
 | Vanguard | 4 | 2.41% | 22.5 | 50.00% | -2.76% | +50.00% | -50.00% | 0.00% | 24:21 | 16:52 | 19:17 | 21:11 | 26:14 | 38:07 | 06:57 | 05:08 |
 | Crimson Guard | 4 | 2.41% | 22.5 | 50.00% | -2.76% | +50.00% | -50.00% | 0.00% | 28:21 | 21:42 | 24:49 | 26:47 | 30:19 | 38:07 | 05:29 | 04:04 |
 | Monkey King Bar | 4 | 2.41% | 22.5 | 50.00% | -2.76% | -50.00% | -50.00% | 0.00% | 41:01 | 37:24 | 38:09 | 41:09 | 44:01 | 44:22 | 05:51 | 04:20 |
 | Bracer | 9 | 5.42% | 22.0 | 33.33% | -20.47% | 0.00% | 0.00% | 0.00% | 09:54 | -00:09 | 03:52 | 05:05 | 13:59 | 31:46 | 10:07 | 07:29 |
 | Aghanim's Scepter | 1 | 0.60% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Parasma | 1 | 0.60% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Khanda | 1 | 0.60% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.60% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.60% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Javelin | 5 | 3.01% | 18.6 | 40.00% | -13.09% | +10.00% | -40.00% | 0.00% | 45:16 | 35:37 | 36:30 | 37:12 | 44:19 | 1:12:40 | 07:49 | 05:47 |
 | Quelling Blade | 6 | 3.61% | 16.0 | 33.33% | -20.09% | -33.33% | +66.67% | 0.00% | 04:06 | -01:29 | -00:40 | 03:09 | 08:58 | 10:45 | 09:38 | 07:08 |
 | Cornucopia | 2 | 1.20% | 11.5 | 50.00% | -2.73% | -50.00% | +50.00% | 0.00% | 26:12 | 20:53 | 23:32 | 26:12 | 28:51 | 31:31 | 05:19 | 03:56 |
 | Orchid Malevolence | 2 | 1.20% | 11.5 | 50.00% | -2.73% | -50.00% | +50.00% | 0.00% | 26:46 | 21:03 | 23:54 | 26:46 | 29:37 | 32:29 | 05:43 | 04:14 |
 | Eul's Scepter of Divinity | 3 | 1.81% | 8.3 | 33.33% | -19.72% | -33.33% | -33.33% | 0.00% | 37:30 | 26:05 | 29:38 | 33:11 | 43:12 | 53:13 | 13:34 | 10:02 |
 | Blight Stone | 1 | 0.60% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.60% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.60% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.20% | 0.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 36:10 | 27:31 | 31:50 | 36:10 | 40:29 | 44:49 | 08:39 | 06:24 |