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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 | |
 | Force Staff | 92 | 34.20% | 100.0 | 68.48% | +16.50% | +18.48% | -7.61% | -2.55% | 28:11 | 15:40 | 21:59 | 26:22 | 32:14 | 47:25 | 10:15 | 07:35 |
 | Ring of Protection | 59 | 21.93% | 98.5 | 67.80% | +13.04% | -7.80% | +25.53% | 1.72% | 11:56 | -01:29 | -01:29 | 10:17 | 20:52 | 53:21 | 22:21 | 16:33 |
 | Chainmail | 108 | 40.15% | 97.0 | 63.89% | +10.47% | +2.78% | +17.59% | 1.82% | 17:18 | 03:50 | 12:03 | 15:55 | 20:11 | 47:18 | 08:08 | 06:01 |
 | Void Stone | 25 | 9.29% | 95.5 | 76.00% | +20.26% | +7.33% | -9.33% | -0.81% | 31:10 | 13:41 | 19:36 | 25:56 | 40:13 | 53:11 | 20:37 | 15:16 |
 | Drum of Endurance | 30 | 11.15% | 94.0 | 73.33% | +17.68% | -10.83% | +12.38% | 3.40% | 19:01 | 11:02 | 15:42 | 18:15 | 22:31 | 27:25 | 06:49 | 05:02 |
 | Lotus Orb | 7 | 2.60% | 92.5 | 100.00% | +43.51% | 0.00% | 0.00% | 0.00% | 39:56 | 25:36 | 36:34 | 41:00 | 41:21 | 52:01 | 04:47 | 03:32 |
 | Solar Crest | 59 | 21.93% | 91.0 | 66.10% | +10.86% | +7.23% | +20.57% | 1.67% | 27:08 | 16:46 | 22:48 | 25:46 | 30:48 | 49:38 | 08:00 | 05:55 |
 | Wind Lace | 262 | 97.40% | 89.6 | 58.02% | +15.16% | +2.59% | -2.64% | -0.88% | 04:41 | -01:29 | -01:25 | 04:26 | 07:22 | 34:06 | 08:47 | 06:30 |
 | Blight Stone | 89 | 33.09% | 88.1 | 62.92% | +7.92% | +0.72% | +18.90% | 2.09% | 19:32 | 05:16 | 14:16 | 18:34 | 22:58 | 47:18 | 08:42 | 06:26 |
 | Boots of Speed | 269 | 100.00% | 86.6 | 57.62% | +57.62% | +3.57% | -8.37% | -2.14% | 03:10 | -01:30 | -01:29 | 03:07 | 07:03 | 18:15 | 08:32 | 06:19 |
 | Morbid Mask | 13 | 4.83% | 85.1 | 84.62% | +28.37% | -17.95% | -17.95% | 0.00% | 32:44 | 20:48 | 24:30 | 31:18 | 40:46 | 43:54 | 16:16 | 12:02 |
 | Vladmir's Offering | 13 | 4.83% | 83.6 | 84.62% | +28.37% | -17.95% | -17.95% | 0.00% | 33:34 | 21:10 | 25:47 | 31:18 | 40:49 | 44:17 | 15:02 | 11:08 |
 | Magic Wand | 207 | 76.95% | 82.1 | 58.45% | +3.61% | -0.76% | -6.53% | -1.19% | 12:00 | 01:05 | 09:16 | 11:56 | 14:07 | 39:31 | 04:51 | 03:35 |
 | Crown | 72 | 26.77% | 80.6 | 63.89% | +8.56% | +2.78% | +8.33% | 0.56% | 22:50 | 06:43 | 16:51 | 21:19 | 26:51 | 49:21 | 10:00 | 07:24 |
 | Magic Stick | 265 | 98.51% | 79.1 | 57.36% | -17.64% | -1.30% | +0.22% | 0.25% | 05:42 | -01:30 | 02:24 | 05:45 | 08:34 | 18:10 | 06:10 | 04:34 |
 | Medallion of Courage | 85 | 31.60% | 77.6 | 62.35% | +6.92% | -14.73% | +23.36% | 4.82% | 20:34 | 10:51 | 15:25 | 19:21 | 23:19 | 47:18 | 07:54 | 05:51 |
 | Tranquil Boots | 224 | 83.27% | 76.1 | 57.59% | -0.19% | +3.12% | -5.80% | -1.81% | 09:16 | 02:05 | 06:28 | 08:56 | 11:24 | 22:29 | 04:56 | 03:39 |
 | Aghanim's Scepter | 33 | 12.27% | 74.6 | 69.70% | +13.77% | -19.70% | +17.80% | 2.87% | 29:21 | 16:07 | 20:41 | 27:20 | 33:45 | 1:06:06 | 13:04 | 09:40 |
 | Ring of Basilius | 47 | 17.47% | 73.1 | 65.96% | +10.10% | +9.04% | +25.71% | 1.58% | 17:25 | 07:10 | 10:46 | 13:08 | 21:21 | 42:43 | 10:35 | 07:50 |
 | Buckler | 20 | 7.43% | 71.6 | 75.00% | +18.78% | -35.00% | +5.00% | 2.00% | 32:04 | 12:23 | 22:04 | 30:44 | 42:07 | 53:21 | 20:03 | 14:51 |
 | Black King Bar | 12 | 4.46% | 70.1 | 83.33% | +26.91% | -16.66% | -16.66% | 0.00% | 42:19 | 25:58 | 28:45 | 33:13 | 48:51 | 1:39:39 | 20:06 | 14:53 |
 | Fluffy Hat | 91 | 33.83% | 68.7 | 59.34% | +2.60% | +14.57% | +10.23% | -0.35% | 18:55 | 04:52 | 12:00 | 16:54 | 24:32 | 47:25 | 12:32 | 09:17 |
 | Glimmer Cape | 69 | 25.65% | 67.2 | 60.87% | +4.37% | +9.72% | -2.05% | -1.38% | 26:45 | 15:24 | 21:52 | 25:56 | 30:22 | 46:01 | 08:30 | 06:17 |
 | Ghost Scepter | 36 | 13.38% | 65.7 | 63.89% | +7.24% | +25.00% | -8.33% | -2.49% | 34:06 | 17:13 | 27:11 | 33:16 | 40:33 | 54:59 | 13:22 | 09:54 |
 | Ring of Health | 11 | 4.09% | 64.2 | 81.82% | +25.23% | +18.18% | -48.49% | -8.44% | 38:56 | 17:45 | 35:32 | 39:11 | 43:26 | 51:58 | 07:54 | 05:51 |
 | Eul's Scepter of Divinity | 13 | 4.83% | 62.7 | 76.92% | +20.28% | -10.25% | -10.25% | 0.00% | 30:13 | 19:04 | 20:56 | 25:46 | 36:34 | 53:22 | 15:38 | 11:34 |
 | Phase Boots | 25 | 9.29% | 61.2 | 64.00% | +7.03% | -14.00% | +2.67% | 2.73% | 10:34 | 04:42 | 06:53 | 09:51 | 12:59 | 28:06 | 06:06 | 04:31 |
 | Quelling Blade | 27 | 10.04% | 59.7 | 62.96% | +5.94% | +8.47% | +8.47% | 0.00% | 04:32 | -01:29 | -01:29 | -01:29 | 09:44 | 27:07 | 11:13 | 08:18 |
 | Veil of Discord | 13 | 4.83% | 58.2 | 69.23% | +12.20% | -35.90% | -2.56% | 4.57% | 19:59 | 15:42 | 16:16 | 19:45 | 23:34 | 27:27 | 07:18 | 05:24 |
 | Arcane Boots | 4 | 1.49% | 56.7 | 100.00% | +43.02% | 0.00% | 0.00% | 0.00% | 32:25 | 18:03 | 18:03 | 33:09 | 33:35 | 44:52 | 15:32 | 11:30 |
 | Blink Dagger | 10 | 3.72% | 55.2 | 70.00% | +12.86% | -3.33% | -70.00% | -3.91% | 43:55 | 24:55 | 33:09 | 38:44 | 50:11 | 1:19:13 | 17:02 | 12:37 |
 | Orb of Venom | 34 | 12.64% | 53.7 | 50.00% | -8.72% | -27.78% | +12.50% | 40.28% | -00:29 | -01:30 | -01:29 | -01:29 | -00:45 | 06:20 | 00:44 | 00:32 |
 | Assault Cuirass | 3 | 1.12% | 52.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 46:29 | 40:33 | 40:33 | 44:48 | 54:05 | 54:05 | 13:32 | 10:01 |
 | Aghanim's Shard | 12 | 4.46% | 50.7 | 58.33% | +0.74% | +8.34% | -25.00% | -1.82% | 36:24 | 24:14 | 25:56 | 34:22 | 44:15 | 50:10 | 18:19 | 13:34 |
 | Falcon Blade | 5 | 1.86% | 49.3 | 80.00% | +22.80% | +20.00% | +20.00% | 0.00% | 13:51 | 11:05 | 11:05 | 13:42 | 15:32 | 16:44 | 04:27 | 03:17 |
 | Orb of Corrosion | 5 | 1.86% | 47.8 | 80.00% | +22.80% | +20.00% | -80.00% | 0.00% | 15:32 | 07:34 | 07:34 | 10:44 | 23:28 | 25:58 | 15:54 | 11:46 |
 | Aeon Disk | 5 | 1.86% | 46.3 | 80.00% | +22.80% | +20.00% | +20.00% | 0.00% | 48:25 | 34:07 | 34:07 | 44:37 | 55:01 | 1:06:37 | 20:54 | 15:28 |
 | Soul Ring | 8 | 2.97% | 44.8 | 62.50% | +5.03% | -12.50% | -12.50% | 0.00% | 13:12 | 05:53 | 12:28 | 13:44 | 14:44 | 16:02 | 02:16 | 01:40 |
 | Bracer | 15 | 5.58% | 43.3 | 46.67% | -11.60% | +28.33% | +3.33% | -5.17% | 06:34 | 01:31 | 01:58 | 02:34 | 06:48 | 27:18 | 04:50 | 03:34 |
 | Sange | 4 | 1.49% | 41.8 | 75.00% | +17.64% | +25.00% | +25.00% | 0.00% | 33:44 | 27:48 | 27:48 | 30:38 | 31:26 | 45:03 | 03:38 | 02:41 |
 | Hand of Midas | 4 | 1.49% | 40.3 | 75.00% | +17.64% | -75.00% | +25.00% | 0.00% | 11:43 | 10:19 | 10:19 | 10:35 | 12:40 | 13:16 | 02:21 | 01:44 |
 | Skull Basher | 2 | 0.74% | 38.8 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 41:03 | 37:06 | 37:06 | 44:59 | 44:59 | 44:59 | 07:53 | 05:50 |
 | Headdress | 2 | 0.74% | 37.3 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 40:00 | 35:54 | 35:54 | 44:06 | 44:06 | 44:06 | 08:12 | 06:04 |
 | Hood of Defiance | 2 | 0.74% | 35.8 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 27:07 | 17:50 | 17:50 | 36:23 | 36:23 | 36:23 | 18:33 | 13:44 |
 | Echo Sabre | 5 | 1.86% | 34.3 | 60.00% | +2.42% | -60.00% | -60.00% | 0.00% | 24:35 | 11:47 | 11:47 | 27:23 | 29:16 | 31:18 | 17:29 | 12:57 |
 | Silver Edge | 1 | 0.37% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.37% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.37% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.37% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.37% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.37% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Yasha | 1 | 0.37% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.37% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.37% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.37% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Dagon | 1 | 0.37% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.37% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.37% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.37% | 13.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.37% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 1.86% | 10.4 | 40.00% | -17.95% | +60.00% | +60.00% | 0.00% | 14:10 | 10:25 | 10:25 | 14:08 | 15:16 | 19:34 | 04:51 | 03:35 |
 | Heaven's Halberd | 2 | 0.74% | 9.0 | 50.00% | -7.68% | +50.00% | 0.00% | 0.00% | 34:48 | 32:49 | 32:49 | 36:47 | 36:47 | 36:47 | 03:58 | 02:56 |
 | Power Treads | 3 | 1.12% | 7.5 | 33.33% | -24.56% | -33.33% | 0.00% | 0.00% | 38:31 | 30:17 | 30:17 | 35:08 | 50:09 | 50:09 | 19:52 | 14:42 |
 | Javelin | 1 | 0.37% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.37% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.37% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:27:55 | 1:27:55 | 1:27:55 | 1:27:55 | 1:27:55 | 1:27:55 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 0.74% | 1.5 | 0.00% | -58.05% | 0.00% | 0.00% | 0.00% | 51:27 | 51:04 | 51:04 | 51:50 | 51:50 | 51:50 | 00:46 | 00:34 |