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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 | |
 | Blight Stone | 22 | 6.75% | 100.0 | 81.82% | +36.75% | +1.51% | -21.82% | -1.74% | 13:05 | -01:29 | 06:17 | 14:55 | 19:40 | 26:38 | 13:23 | 09:54 |
 | Headdress | 28 | 8.59% | 98.6 | 67.86% | +22.22% | +3.57% | +3.57% | 0.00% | 17:59 | 09:47 | 15:17 | 16:55 | 20:09 | 36:45 | 04:52 | 03:36 |
 | Pipe of Insight | 27 | 8.28% | 97.1 | 66.67% | +20.85% | +4.76% | -23.81% | -4.67% | 19:41 | 13:18 | 16:19 | 19:15 | 22:26 | 37:44 | 06:07 | 04:31 |
 | Magic Wand | 241 | 73.93% | 95.7 | 50.62% | +11.80% | +4.38% | +1.05% | -0.70% | 09:50 | -01:29 | 07:11 | 09:46 | 11:57 | 26:22 | 04:46 | 03:31 |
 | Chainmail | 245 | 75.15% | 94.3 | 50.20% | +10.69% | -1.02% | +5.54% | 2.07% | 08:12 | 02:20 | 06:19 | 07:49 | 09:29 | 26:12 | 03:10 | 02:20 |
 | Aghanim's Scepter | 115 | 35.28% | 92.9 | 53.04% | +8.49% | -4.76% | -8.21% | -0.39% | 25:11 | 15:41 | 20:45 | 24:39 | 29:31 | 42:55 | 08:46 | 06:29 |
 | Phase Boots | 237 | 72.70% | 91.4 | 49.79% | +8.22% | -2.33% | +4.45% | 2.50% | 09:23 | 04:31 | 07:59 | 09:18 | 10:42 | 16:59 | 02:43 | 02:00 |
 | Magic Stick | 302 | 92.64% | 90.0 | 48.34% | +10.84% | -2.29% | +3.66% | 0.75% | 04:24 | -01:29 | 00:16 | 04:12 | 08:15 | 21:29 | 07:59 | 05:54 |
 | Orb of Venom | 8 | 2.45% | 88.6 | 87.50% | +40.96% | +12.50% | +12.50% | 0.00% | 03:59 | -01:29 | -01:29 | -01:29 | 02:50 | 16:57 | 04:19 | 03:11 |
 | Boots of Speed | 326 | 100.00% | 87.1 | 47.55% | +47.55% | +4.89% | -1.87% | -1.95% | 05:54 | -01:29 | 04:19 | 06:04 | 07:47 | 17:50 | 03:28 | 02:34 |
 | Ring of Health | 242 | 74.23% | 85.7 | 48.35% | +3.11% | -5.73% | +3.32% | 1.05% | 11:01 | 02:06 | 03:19 | 04:52 | 11:54 | 50:47 | 08:35 | 06:21 |
 | Blink Dagger | 290 | 88.96% | 84.3 | 47.59% | +0.37% | -1.01% | -5.92% | -0.68% | 19:53 | 11:11 | 15:23 | 17:56 | 22:35 | 45:45 | 07:12 | 05:20 |
 | Ring of Protection | 284 | 87.12% | 82.9 | 47.54% | -0.08% | +0.35% | +4.57% | 0.77% | 03:08 | -01:30 | -01:29 | 02:34 | 06:58 | 20:07 | 08:27 | 06:15 |
 | Aghanim's Shard | 19 | 5.83% | 81.4 | 68.42% | +22.17% | -48.42% | +31.58% | 8.03% | 30:46 | 18:49 | 23:47 | 30:50 | 33:45 | 55:50 | 09:58 | 07:22 |
 | Quelling Blade | 258 | 79.14% | 80.0 | 46.90% | -3.10% | -13.05% | +7.79% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 15:21 | 00:00 | 00:00 |
 | Wind Lace | 85 | 26.07% | 78.6 | 51.76% | +5.70% | +0.62% | +5.38% | 0.49% | 12:22 | -01:29 | 06:23 | 11:39 | 16:02 | 56:51 | 09:39 | 07:08 |
 | Soul Ring | 248 | 76.07% | 77.1 | 46.37% | -4.91% | +3.63% | +2.02% | -0.45% | 06:48 | 01:59 | 04:55 | 06:31 | 08:30 | 17:57 | 03:35 | 02:39 |
 | Void Stone | 131 | 40.18% | 75.7 | 48.85% | +2.18% | +8.73% | -6.43% | -1.21% | 30:13 | 06:58 | 23:59 | 28:33 | 36:30 | 55:08 | 12:31 | 09:16 |
 | Morbid Mask | 53 | 16.26% | 74.3 | 54.72% | +8.57% | +6.82% | -0.87% | -1.34% | 13:22 | 02:55 | 10:16 | 12:58 | 16:00 | 40:16 | 05:44 | 04:14 |
 | Medallion of Courage | 12 | 3.68% | 72.9 | 75.00% | +28.50% | +25.00% | -41.67% | 0.00% | 17:57 | 09:24 | 14:46 | 17:38 | 20:14 | 26:38 | 05:28 | 04:02 |
 | Hood of Defiance | 178 | 54.60% | 71.4 | 47.19% | -0.78% | +6.14% | +0.54% | -1.55% | 10:19 | 05:11 | 08:00 | 10:11 | 11:37 | 34:19 | 03:37 | 02:40 |
 | Refresher Orb | 79 | 24.23% | 70.0 | 50.63% | +4.07% | +9.37% | -20.63% | -2.93% | 37:34 | 24:26 | 32:43 | 36:40 | 42:58 | 55:11 | 10:15 | 07:35 |
 | Buckler | 47 | 14.42% | 68.6 | 53.19% | +6.60% | -19.86% | +5.14% | 4.75% | 13:58 | 06:36 | 10:41 | 12:37 | 15:57 | 28:29 | 05:16 | 03:54 |
 | Ring of Basilius | 48 | 14.72% | 67.1 | 52.08% | +5.32% | +6.25% | +6.25% | 0.00% | 11:46 | 05:56 | 08:50 | 10:43 | 13:39 | 28:29 | 04:49 | 03:34 |
 | Fluffy Hat | 46 | 14.11% | 65.7 | 52.17% | +5.38% | -10.50% | -15.81% | -0.39% | 20:59 | 03:30 | 13:34 | 20:43 | 27:16 | 42:46 | 13:42 | 10:08 |
 | Vladmir's Offering | 46 | 14.11% | 64.3 | 52.17% | +5.38% | -10.50% | -6.72% | 1.12% | 15:56 | 08:34 | 14:01 | 15:06 | 17:23 | 28:30 | 03:22 | 02:29 |
 | Aeon Disk | 11 | 3.37% | 62.9 | 72.73% | +26.06% | -6.06% | -6.06% | 0.00% | 36:22 | 27:26 | 31:44 | 37:16 | 38:33 | 47:15 | 06:49 | 05:02 |
 | Bracer | 68 | 20.86% | 61.4 | 48.53% | +1.24% | +4.41% | -19.12% | -19.08% | 02:45 | 00:53 | 01:51 | 02:19 | 03:05 | 15:19 | 01:14 | 00:54 |
 | Sange | 64 | 19.63% | 60.0 | 48.44% | +1.11% | -10.94% | -10.94% | 0.00% | 22:24 | 12:24 | 18:51 | 21:38 | 24:49 | 36:22 | 05:58 | 04:25 |
 | Force Staff | 29 | 8.90% | 58.6 | 55.17% | +8.37% | +16.26% | -26.60% | -3.93% | 27:35 | 18:37 | 22:22 | 26:12 | 33:16 | 42:46 | 10:54 | 08:04 |
 | Heaven's Halberd | 59 | 18.10% | 57.1 | 47.46% | -0.11% | +5.87% | -27.46% | -5.57% | 24:57 | 15:26 | 22:03 | 24:16 | 28:02 | 36:22 | 05:59 | 04:25 |
 | Orb of Corrosion | 4 | 1.23% | 55.7 | 100.00% | +53.11% | 0.00% | 0.00% | 0.00% | 15:25 | 04:08 | 04:08 | 15:53 | 18:11 | 23:26 | 14:03 | 10:24 |
 | Wraith Pact | 35 | 10.74% | 54.3 | 51.43% | +4.35% | +15.24% | +15.24% | 0.00% | 20:22 | 14:07 | 17:02 | 19:37 | 22:55 | 34:59 | 05:53 | 04:21 |
 | Arcane Boots | 23 | 7.06% | 52.9 | 56.52% | +9.66% | -23.19% | +26.81% | 2.64% | 20:59 | 04:09 | 10:06 | 20:11 | 29:01 | 39:16 | 18:55 | 14:00 |
 | Overwhelming Blink | 6 | 1.84% | 51.4 | 83.33% | +36.45% | +16.67% | +16.67% | 0.00% | 45:19 | 28:28 | 36:44 | 37:35 | 55:52 | 57:56 | 19:08 | 14:10 |
 | Shiva's Guard | 17 | 5.21% | 50.0 | 58.82% | +11.89% | +16.18% | +16.18% | 0.00% | 36:51 | 28:45 | 31:03 | 35:35 | 41:53 | 54:14 | 10:50 | 08:01 |
 | Lotus Orb | 28 | 8.59% | 48.6 | 50.00% | +2.68% | -7.14% | -7.14% | 0.00% | 29:01 | 19:25 | 24:26 | 27:39 | 31:18 | 51:16 | 06:52 | 05:05 |
 | Tranquil Boots | 18 | 5.52% | 47.1 | 55.56% | +8.48% | +4.44% | +19.44% | 7.50% | 14:22 | 07:07 | 12:00 | 12:50 | 14:00 | 44:24 | 02:00 | 01:28 |
 | Crown | 16 | 4.91% | 45.7 | 56.25% | +9.15% | -6.25% | -6.25% | 0.00% | 17:29 | 04:34 | 05:30 | 18:40 | 26:40 | 31:59 | 21:10 | 15:40 |
 | Solar Crest | 9 | 2.76% | 44.3 | 66.67% | +19.67% | +33.33% | -66.67% | 0.00% | 24:52 | 19:00 | 19:52 | 23:34 | 29:19 | 32:02 | 09:27 | 07:00 |
 | Eul's Scepter of Divinity | 22 | 6.75% | 42.9 | 50.00% | +2.63% | -16.67% | -10.00% | 0.62% | 24:53 | 11:55 | 17:58 | 22:08 | 28:45 | 58:05 | 10:47 | 07:59 |
 | Mage Slayer | 3 | 0.92% | 41.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 21:30 | 12:36 | 12:36 | 25:22 | 26:32 | 26:32 | 13:56 | 10:19 |
 | Linken's Sphere | 5 | 1.53% | 40.0 | 80.00% | +32.96% | -80.00% | +20.00% | 0.00% | 39:36 | 29:32 | 29:32 | 41:55 | 44:23 | 46:52 | 14:51 | 11:00 |
 | Black King Bar | 24 | 7.36% | 38.6 | 41.67% | -6.34% | -8.34% | -8.34% | 0.00% | 30:43 | 20:42 | 26:00 | 30:03 | 33:54 | 46:22 | 07:54 | 05:51 |
 | Satanic | 6 | 1.84% | 37.1 | 66.67% | +19.48% | -16.67% | -66.67% | 0.00% | 26:28 | 15:42 | 17:49 | 21:30 | 35:52 | 40:37 | 18:03 | 13:22 |
 | Drum of Endurance | 6 | 1.84% | 35.7 | 66.67% | +19.48% | +33.33% | +33.33% | 0.00% | 20:25 | 17:11 | 17:46 | 18:18 | 21:31 | 28:27 | 03:45 | 02:46 |
 | Assault Cuirass | 4 | 1.23% | 34.3 | 75.00% | +27.80% | +25.00% | -75.00% | 0.00% | 32:04 | 28:00 | 28:00 | 28:43 | 30:47 | 40:45 | 02:47 | 02:03 |
 | Aether Lens | 2 | 0.61% | 32.9 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 31:38 | 28:35 | 28:35 | 34:40 | 34:40 | 34:40 | 06:05 | 04:30 |
 | Glimmer Cape | 2 | 0.61% | 31.4 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 32:00 | 28:20 | 28:20 | 35:39 | 35:39 | 35:39 | 07:19 | 05:25 |
 | Boots of Bearing | 2 | 0.61% | 30.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 38:28 | 32:31 | 32:31 | 44:24 | 44:24 | 44:24 | 11:53 | 08:48 |
 | Heart of Tarrasque | 2 | 0.61% | 28.6 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 37:01 | 36:12 | 36:12 | 37:49 | 37:49 | 37:49 | 01:37 | 01:11 |
 | Desolator | 2 | 0.61% | 27.1 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 17:46 | 15:08 | 15:08 | 20:24 | 20:24 | 20:24 | 05:16 | 03:54 |
 | Helm of Iron Will | 14 | 4.29% | 25.7 | 42.86% | -4.90% | +7.14% | -9.53% | 0.00% | 04:05 | 02:18 | 03:03 | 03:20 | 03:57 | 09:59 | 00:54 | 00:40 |
 | Ghost Scepter | 23 | 7.06% | 24.3 | 34.78% | -13.73% | -18.11% | -1.45% | 2.73% | 27:14 | 18:37 | 23:39 | 26:27 | 29:45 | 41:47 | 06:06 | 04:31 |
 | Arcane Blink | 5 | 1.53% | 22.9 | 60.00% | +12.65% | +40.00% | -60.00% | 0.00% | 43:34 | 26:42 | 26:42 | 46:30 | 47:43 | 52:57 | 21:01 | 15:34 |
 | Scythe of Vyse | 3 | 0.92% | 21.4 | 66.67% | +19.30% | +33.33% | 0.00% | 0.00% | 34:05 | 25:36 | 25:36 | 34:49 | 41:49 | 41:49 | 16:13 | 12:00 |
 | Wind Waker | 3 | 0.92% | 20.0 | 66.67% | +19.30% | -66.67% | 0.00% | 0.00% | 44:41 | 36:24 | 36:24 | 39:35 | 58:05 | 58:05 | 21:41 | 16:03 |
 | Bottle | 4 | 1.23% | 18.6 | 50.00% | +2.48% | +50.00% | -50.00% | 0.00% | 02:23 | 01:30 | 01:30 | 01:44 | 02:33 | 03:45 | 01:03 | 00:46 |
 | Crystalys | 1 | 0.31% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.31% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 00:00 | 00:00 |
 | Dagon | 1 | 0.31% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.31% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.31% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.31% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Helm of the Dominator | 6 | 1.84% | 8.6 | 33.33% | -14.48% | -33.33% | -33.33% | 0.00% | 09:23 | 07:36 | 07:56 | 07:58 | 11:15 | 12:37 | 03:19 | 02:27 |
 | Falcon Blade | 1 | 0.31% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.31% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Kaya | 1 | 0.31% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.31% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.31% | 1.4 | 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 |