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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 | |
 | Dragon Lance | 81 | 41.33% | 100.0 | 58.02% | +11.93% | -3.02% | -13.02% | -1.17% | 18:05 | 08:06 | 12:11 | 14:56 | 20:43 | 53:54 | 08:32 | 06:19 |
 | Boots of Speed | 196 | 100.00% | 98.9 | 51.02% | +51.02% | -2.04% | -2.04% | 0.00% | 04:24 | -01:30 | 02:58 | 04:20 | 05:26 | 11:50 | 02:28 | 01:49 |
 | Magic Wand | 173 | 88.27% | 97.7 | 51.45% | +3.62% | -9.59% | -0.29% | 1.90% | 07:47 | -01:29 | 05:00 | 06:58 | 09:53 | 33:59 | 04:53 | 03:37 |
 | Magic Stick | 180 | 91.84% | 96.6 | 50.00% | -12.50% | +1.11% | -10.00% | -2.46% | 04:42 | -01:29 | 02:09 | 04:29 | 06:40 | 33:59 | 04:31 | 03:20 |
 | Fluffy Hat | 80 | 40.82% | 95.4 | 53.75% | +4.61% | +11.25% | -8.75% | -1.22% | 18:17 | 01:19 | 09:43 | 15:37 | 26:09 | 46:50 | 16:26 | 12:10 |
 | Sange | 21 | 10.71% | 94.3 | 66.67% | +17.53% | -26.67% | +13.33% | 5.45% | 25:46 | 13:54 | 21:36 | 25:12 | 28:56 | 38:03 | 07:20 | 05:25 |
 | Wind Lace | 111 | 56.63% | 93.1 | 51.35% | +0.76% | -1.35% | -12.06% | -2.09% | 08:12 | -01:29 | 04:39 | 06:26 | 09:47 | 44:24 | 05:08 | 03:48 |
 | Black King Bar | 75 | 38.27% | 92.0 | 53.33% | +3.74% | +4.56% | -11.22% | -3.36% | 25:49 | 15:52 | 22:17 | 24:16 | 26:59 | 1:07:40 | 04:42 | 03:28 |
 | Ring of Health | 46 | 23.47% | 90.8 | 56.52% | +7.19% | +1.81% | +7.12% | 0.33% | 22:13 | 08:05 | 14:40 | 17:48 | 30:34 | 1:09:20 | 15:54 | 11:46 |
 | Bottle | 57 | 29.08% | 89.7 | 54.39% | +4.75% | -11.53% | +9.90% | 21.43% | 02:15 | 00:49 | 01:32 | 02:01 | 02:27 | 07:53 | 00:55 | 00:40 |
 | Lotus Orb | 14 | 7.14% | 88.5 | 71.43% | +21.98% | +28.57% | -4.76% | -3.77% | 29:49 | 22:12 | 24:14 | 29:57 | 33:04 | 39:43 | 08:50 | 06:32 |
 | Eye of Skadi | 18 | 9.18% | 87.4 | 66.67% | +17.23% | -26.67% | +8.33% | 5.30% | 35:17 | 26:19 | 31:29 | 33:53 | 38:05 | 51:14 | 06:36 | 04:53 |
 | Force Staff | 91 | 46.43% | 86.2 | 50.55% | -0.88% | +10.32% | +5.97% | -0.36% | 25:22 | 13:25 | 18:21 | 25:19 | 30:18 | 47:16 | 11:57 | 08:51 |
 | Void Stone | 27 | 13.78% | 85.1 | 59.26% | +9.56% | +26.45% | -16.40% | -3.06% | 32:39 | 16:23 | 23:54 | 30:34 | 37:54 | 1:09:20 | 14:00 | 10:22 |
 | Power Treads | 58 | 29.59% | 83.9 | 51.72% | +1.00% | -5.05% | -1.72% | 0.49% | 12:19 | 05:03 | 07:39 | 09:40 | 14:30 | 51:13 | 06:51 | 05:04 |
 | Falcon Blade | 9 | 4.59% | 82.8 | 77.78% | +28.05% | +22.22% | -77.78% | 0.00% | 08:29 | 05:13 | 05:34 | 09:35 | 09:53 | 12:01 | 04:19 | 03:11 |
 | Hurricane Pike | 45 | 22.96% | 81.6 | 53.33% | +3.00% | +19.40% | -7.88% | -2.78% | 28:58 | 16:47 | 22:52 | 27:39 | 32:41 | 53:54 | 09:49 | 07:16 |
 | Wraith Band | 52 | 26.53% | 80.5 | 51.92% | +1.23% | -13.46% | +1.93% | 7.70% | 03:40 | 00:43 | 01:58 | 03:12 | 03:58 | 16:45 | 02:00 | 01:28 |
 | Yasha | 13 | 6.63% | 79.3 | 69.23% | +19.50% | -2.56% | -2.56% | 0.00% | 24:44 | 15:53 | 18:37 | 25:38 | 27:36 | 36:08 | 08:59 | 06:39 |
 | Ring of Protection | 80 | 40.82% | 78.2 | 47.50% | -5.95% | -7.50% | +12.50% | 6.45% | 05:17 | -01:29 | 01:15 | 02:23 | 04:21 | 46:30 | 03:06 | 02:17 |
 | Crown | 91 | 46.43% | 77.0 | 46.15% | -9.09% | +10.37% | -2.67% | -2.36% | 10:51 | -01:29 | 06:29 | 08:33 | 12:00 | 1:05:37 | 05:31 | 04:05 |
 | Aghanim's Shard | 18 | 9.18% | 75.9 | 61.11% | +11.11% | -21.11% | +13.89% | 4.86% | 35:38 | 20:00 | 33:12 | 35:48 | 40:24 | 45:57 | 07:12 | 05:20 |
 | Glimmer Cape | 18 | 9.18% | 74.7 | 61.11% | +11.11% | +18.89% | -36.11% | -12.22% | 24:21 | 17:13 | 21:20 | 23:19 | 25:50 | 35:12 | 04:30 | 03:20 |
 | Aghanim's Scepter | 27 | 13.78% | 73.6 | 55.56% | +5.26% | +15.87% | +1.58% | -1.45% | 29:41 | 17:18 | 24:14 | 31:25 | 34:06 | 39:43 | 09:52 | 07:18 |
 | Rod of Atos | 73 | 37.24% | 72.4 | 46.58% | -7.08% | +20.09% | -18.80% | -11.01% | 14:11 | 07:51 | 11:52 | 12:58 | 15:24 | 27:31 | 03:32 | 02:37 |
 | Urn of Shadows | 67 | 34.18% | 71.3 | 46.27% | -7.22% | +12.55% | -5.09% | -7.73% | 04:09 | 02:14 | 02:51 | 03:43 | 05:08 | 10:25 | 02:17 | 01:41 |
 | Heaven's Halberd | 6 | 3.06% | 70.1 | 83.33% | +33.33% | -33.33% | +16.67% | 0.00% | 31:33 | 23:14 | 27:18 | 28:29 | 35:44 | 42:59 | 08:26 | 06:14 |
 | Sange and Yasha | 8 | 4.08% | 69.0 | 75.00% | +25.00% | +25.00% | -25.00% | 0.00% | 25:34 | 20:32 | 21:52 | 24:03 | 27:48 | 34:16 | 05:56 | 04:23 |
 | Blink Dagger | 9 | 4.59% | 67.8 | 66.67% | +16.40% | +33.33% | -66.67% | 0.00% | 28:04 | 16:45 | 21:11 | 23:44 | 36:49 | 40:01 | 15:38 | 11:34 |
 | Solar Crest | 14 | 7.14% | 66.7 | 57.14% | +6.59% | +17.86% | -23.81% | -3.67% | 26:27 | 17:37 | 20:54 | 25:25 | 32:16 | 36:44 | 11:22 | 08:25 |
 | Assault Cuirass | 7 | 3.57% | 65.5 | 71.43% | +21.17% | +28.57% | -21.43% | 0.00% | 33:50 | 28:43 | 30:25 | 31:19 | 33:41 | 46:59 | 03:16 | 02:25 |
 | Vanguard | 3 | 1.53% | 64.4 | 100.00% | +49.74% | 0.00% | 0.00% | 0.00% | 25:56 | 17:52 | 17:52 | 22:31 | 37:24 | 37:24 | 19:32 | 14:28 |
 | Butterfly | 3 | 1.53% | 63.2 | 100.00% | +49.74% | 0.00% | 0.00% | 0.00% | 35:05 | 31:22 | 31:22 | 34:09 | 39:44 | 39:44 | 08:22 | 06:11 |
 | Buckler | 17 | 8.67% | 62.1 | 52.94% | +2.10% | -2.94% | -2.94% | 0.00% | 24:37 | 08:50 | 13:46 | 28:21 | 30:27 | 46:30 | 16:41 | 12:21 |
 | Blight Stone | 17 | 8.67% | 60.9 | 52.94% | +2.10% | +22.06% | +22.06% | 0.00% | 22:17 | 11:45 | 15:10 | 22:55 | 23:56 | 36:33 | 08:46 | 06:29 |
 | Medallion of Courage | 17 | 8.67% | 59.8 | 52.94% | +2.10% | +22.06% | +22.06% | 0.00% | 22:29 | 12:45 | 15:10 | 22:55 | 24:09 | 36:33 | 08:59 | 06:39 |
 | Monkey King Bar | 5 | 2.55% | 58.6 | 80.00% | +29.74% | +20.00% | +20.00% | 0.00% | 37:01 | 29:18 | 29:18 | 37:17 | 42:17 | 43:23 | 12:59 | 09:37 |
 | Hood of Defiance | 26 | 13.27% | 57.5 | 46.15% | -5.61% | +10.99% | -12.82% | -4.98% | 15:50 | 08:56 | 12:35 | 15:27 | 17:22 | 23:50 | 04:47 | 03:32 |
 | Chainmail | 38 | 19.39% | 56.3 | 42.11% | -11.05% | -2.11% | +2.33% | 0.39% | 16:29 | 07:02 | 10:09 | 14:55 | 21:36 | 36:33 | 11:27 | 08:28 |
 | Tranquil Boots | 21 | 10.71% | 55.2 | 47.62% | -3.81% | -7.62% | -27.62% | -5.17% | 11:25 | 04:33 | 07:34 | 10:53 | 11:26 | 26:06 | 03:52 | 02:51 |
 | Shiva's Guard | 6 | 3.06% | 54.0 | 66.67% | +16.14% | +33.33% | +33.33% | 0.00% | 35:03 | 30:29 | 32:21 | 33:21 | 39:45 | 40:28 | 07:24 | 05:28 |
 | Arcane Boots | 19 | 9.69% | 52.9 | 42.11% | -9.87% | +17.89% | -2.11% | -1.80% | 14:32 | 04:32 | 07:02 | 13:45 | 18:09 | 33:11 | 11:07 | 08:14 |
 | Eternal Shroud | 4 | 2.04% | 51.7 | 75.00% | +24.48% | -75.00% | +25.00% | 0.00% | 28:12 | 19:52 | 19:52 | 26:19 | 26:50 | 39:47 | 06:58 | 05:09 |
 | Spirit Vessel | 10 | 5.10% | 50.6 | 50.00% | -1.08% | -16.67% | 0.00% | 1.88% | 17:07 | 09:44 | 11:33 | 17:48 | 20:25 | 26:57 | 08:52 | 06:34 |
 | Javelin | 10 | 5.10% | 49.4 | 50.00% | -1.08% | -16.67% | 0.00% | 1.45% | 34:28 | 20:56 | 30:27 | 32:18 | 41:55 | 49:03 | 11:28 | 08:29 |
 | Heart of Tarrasque | 2 | 1.02% | 48.3 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 39:41 | 38:34 | 38:34 | 40:47 | 40:47 | 40:47 | 02:13 | 01:38 |
 | Kaya | 2 | 1.02% | 47.1 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 31:31 | 29:30 | 29:30 | 33:32 | 33:32 | 33:32 | 04:02 | 02:59 |
 | Crimson Guard | 2 | 1.02% | 46.0 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 23:09 | 22:31 | 22:31 | 23:47 | 23:47 | 23:47 | 01:16 | 00:56 |
 | Ghost Scepter | 24 | 12.24% | 44.8 | 33.33% | -20.16% | -33.33% | 0.00% | 2.30% | 30:21 | 15:14 | 21:04 | 26:08 | 35:35 | 53:12 | 14:31 | 10:45 |
 | Quelling Blade | 20 | 10.20% | 43.7 | 35.00% | -17.84% | -15.00% | +5.00% | 2.82% | 03:09 | -01:29 | -01:29 | -01:29 | 08:35 | 20:44 | 10:04 | 07:27 |
 | Drum of Endurance | 5 | 2.55% | 42.5 | 60.00% | +9.21% | +40.00% | -60.00% | 0.00% | 19:27 | 14:25 | 14:25 | 18:38 | 19:26 | 27:54 | 05:01 | 03:42 |
 | Headdress | 23 | 11.73% | 41.4 | 30.43% | -23.33% | +2.90% | -13.76% | -1.70% | 15:22 | 07:03 | 08:51 | 16:22 | 18:40 | 27:52 | 09:49 | 07:16 |
 | Helm of Iron Will | 6 | 3.06% | 40.2 | 50.00% | -1.05% | 0.00% | -50.00% | 0.00% | 27:30 | 06:14 | 17:47 | 22:20 | 27:21 | 1:05:37 | 09:34 | 07:05 |
 | Mekansm | 15 | 7.65% | 39.1 | 33.33% | -19.16% | +16.67% | -8.33% | -3.57% | 15:05 | 10:11 | 11:50 | 12:51 | 18:50 | 21:36 | 07:00 | 05:11 |
 | Phase Boots | 3 | 1.53% | 37.9 | 66.67% | +15.89% | +33.33% | 0.00% | 0.00% | 08:52 | 07:02 | 07:02 | 09:46 | 09:48 | 09:48 | 02:46 | 02:02 |
 | Manta Style | 3 | 1.53% | 36.8 | 66.67% | +15.89% | +33.33% | 0.00% | 0.00% | 25:28 | 19:44 | 19:44 | 22:11 | 34:30 | 34:30 | 14:46 | 10:56 |
 | Guardian Greaves | 8 | 4.08% | 35.6 | 37.50% | -14.10% | +12.50% | -37.50% | 0.00% | 22:13 | 15:54 | 17:18 | 20:44 | 24:28 | 33:19 | 07:10 | 05:18 |
 | Morbid Mask | 4 | 2.04% | 34.5 | 50.00% | -1.04% | +50.00% | -50.00% | 0.00% | 41:17 | 30:27 | 30:27 | 34:59 | 35:38 | 1:04:03 | 05:11 | 03:50 |
 | Eul's Scepter of Divinity | 4 | 2.04% | 33.3 | 50.00% | -1.04% | -50.00% | +50.00% | 0.00% | 27:56 | 16:23 | 16:23 | 18:24 | 26:08 | 50:49 | 09:45 | 07:13 |
 | Linken's Sphere | 4 | 2.04% | 32.2 | 50.00% | -1.04% | +50.00% | -50.00% | 0.00% | 39:45 | 34:54 | 34:54 | 38:39 | 40:31 | 44:54 | 05:37 | 04:09 |
 | Ring of Basilius | 9 | 4.59% | 31.0 | 33.33% | -18.54% | +16.67% | +16.67% | 0.00% | 08:30 | -01:24 | 02:30 | 05:44 | 08:43 | 30:27 | 06:13 | 04:36 |
 | Bloodstone | 1 | 0.51% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.51% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.51% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.51% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.51% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.51% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Pipe of Insight | 10 | 5.10% | 23.0 | 30.00% | -22.15% | -30.00% | -30.00% | 0.00% | 23:55 | 15:57 | 20:22 | 23:01 | 27:44 | 30:06 | 07:22 | 05:27 |
 | Aeon Disk | 12 | 6.12% | 21.8 | 25.00% | -27.72% | +8.33% | -25.00% | -2.80% | 39:33 | 29:20 | 32:45 | 34:02 | 44:38 | 56:43 | 11:53 | 08:48 |
 | Ethereal Blade | 6 | 3.06% | 20.7 | 33.33% | -18.25% | +16.67% | -33.33% | 0.00% | 41:26 | 26:12 | 33:22 | 37:23 | 53:45 | 55:00 | 20:23 | 15:05 |
 | Helm of the Dominator | 2 | 1.02% | 19.5 | 50.00% | -1.03% | -50.00% | 0.00% | 0.00% | 19:01 | 10:18 | 10:18 | 27:43 | 27:43 | 27:43 | 17:25 | 12:54 |
 | Crystalys | 2 | 1.02% | 18.4 | 50.00% | -1.03% | -50.00% | 0.00% | 0.00% | 37:56 | 31:55 | 31:55 | 43:56 | 43:56 | 43:56 | 12:01 | 08:54 |
 | Gleipnir | 3 | 1.53% | 17.2 | 33.33% | -17.97% | -33.33% | 0.00% | 0.00% | 34:55 | 22:05 | 22:05 | 33:31 | 49:08 | 49:08 | 27:03 | 20:02 |
 | Satanic | 3 | 1.53% | 16.1 | 33.33% | -17.97% | +66.67% | 0.00% | 0.00% | 48:04 | 37:14 | 37:14 | 42:43 | 1:04:14 | 1:04:14 | 27:00 | 20:00 |
 | Blade Mail | 4 | 2.04% | 14.9 | 25.00% | -26.56% | -25.00% | +75.00% | 0.00% | 21:01 | 17:40 | 17:40 | 19:18 | 21:39 | 25:25 | 03:59 | 02:57 |
 | Maelstrom | 5 | 2.55% | 13.8 | 20.00% | -31.83% | -20.00% | -20.00% | 0.00% | 43:48 | 21:28 | 21:28 | 33:26 | 49:03 | 1:22:45 | 27:35 | 20:25 |
 | Scythe of Vyse | 5 | 2.55% | 12.6 | 20.00% | -31.83% | -20.00% | -20.00% | 0.00% | 47:18 | 31:19 | 31:19 | 47:23 | 54:46 | 1:02:47 | 23:27 | 17:22 |
 | Hand of Midas | 1 | 0.51% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Bracer | 3 | 1.53% | 10.3 | 0.00% | -51.81% | 0.00% | 0.00% | 0.00% | 08:09 | 05:52 | 05:52 | 08:51 | 09:45 | 09:45 | 03:53 | 02:52 |
 | Null Talisman | 1 | 0.51% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.51% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 00:00 | 00:00 |
 | Mjollnir | 2 | 1.02% | 6.9 | 0.00% | -51.55% | 0.00% | 0.00% | 0.00% | 1:05:12 | 44:03 | 44:03 | 1:26:20 | 1:26:20 | 1:26:20 | 42:17 | 31:19 |
 | Witch Blade | 1 | 0.51% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.51% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.51% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.51% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 1.02% | 1.1 | 0.00% | -51.55% | 0.00% | 0.00% | 0.00% | 14:56 | 14:27 | 14:27 | 15:24 | 15:24 | 15:24 | 00:57 | 00:42 |