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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 | |
 | Scythe of Vyse | 12 | 2.15% | 100.0 | 100.00% | +50.64% | 0.00% | 0.00% | 0.00% | 51:33 | 33:23 | 44:00 | 47:57 | 55:17 | 1:28:44 | 11:17 | 08:21 |
 | Cornucopia | 49 | 8.80% | 98.6 | 77.55% | +29.72% | -2.55% | -10.88% | -0.61% | 37:58 | 18:20 | 30:07 | 37:16 | 43:42 | 59:09 | 13:35 | 10:03 |
 | Boots of Bearing | 56 | 10.05% | 97.3 | 75.00% | +27.30% | +17.86% | -3.57% | -2.14% | 37:25 | 21:48 | 31:39 | 36:45 | 41:39 | 57:51 | 10:00 | 07:24 |
 | Lotus Orb | 23 | 4.13% | 95.9 | 82.61% | +33.55% | -15.94% | +17.39% | 2.65% | 38:16 | 25:02 | 30:45 | 37:56 | 43:19 | 60:25 | 12:34 | 09:18 |
 | Refresher Orb | 60 | 10.77% | 94.6 | 71.67% | +23.78% | +1.66% | -25.00% | -2.17% | 42:37 | 23:53 | 35:49 | 43:49 | 48:05 | 59:05 | 12:16 | 09:05 |
 | Void Stone | 158 | 28.37% | 93.2 | 65.19% | +20.58% | -5.19% | +4.04% | 0.46% | 27:22 | 07:26 | 16:12 | 24:39 | 36:27 | 1:28:44 | 20:15 | 15:00 |
 | Drum of Endurance | 119 | 21.36% | 91.9 | 66.39% | +20.27% | +3.61% | +0.28% | -0.34% | 24:35 | 10:34 | 18:55 | 22:13 | 28:45 | 51:00 | 09:50 | 07:17 |
 | Ring of Health | 71 | 12.75% | 90.5 | 69.01% | +21.27% | -2.34% | -7.90% | -0.38% | 35:32 | 19:52 | 27:50 | 33:20 | 42:22 | 60:18 | 14:32 | 10:45 |
 | Buckler | 27 | 4.85% | 89.2 | 77.78% | +28.72% | +7.93% | -6.35% | -1.13% | 30:57 | 14:39 | 23:18 | 30:15 | 35:53 | 55:38 | 12:35 | 09:19 |
 | Arcane Boots | 175 | 31.42% | 87.8 | 60.57% | +14.76% | -6.02% | -6.02% | 0.00% | 15:54 | 05:14 | 11:30 | 13:25 | 16:11 | 58:33 | 04:41 | 03:28 |
 | Force Staff | 331 | 59.43% | 86.5 | 56.80% | +15.65% | +7.06% | -11.02% | -2.38% | 26:16 | 13:46 | 21:23 | 24:34 | 28:59 | 54:22 | 07:36 | 05:37 |
 | Ring of Protection | 102 | 18.31% | 85.1 | 61.76% | +13.85% | -19.45% | +26.24% | 6.19% | 17:35 | -01:29 | 12:06 | 14:53 | 19:29 | 55:38 | 07:23 | 05:28 |
 | Solar Crest | 72 | 12.93% | 83.8 | 62.50% | +13.84% | -6.94% | -29.17% | -2.32% | 27:43 | 14:31 | 21:46 | 26:32 | 31:20 | 56:40 | 09:34 | 07:05 |
 | Chainmail | 94 | 16.88% | 82.4 | 60.64% | +12.26% | -6.47% | +0.23% | 0.68% | 21:33 | 09:33 | 15:15 | 19:00 | 25:08 | 56:39 | 09:53 | 07:19 |
 | Wind Lace | 337 | 60.50% | 81.1 | 54.30% | +9.75% | -1.92% | +6.41% | 0.71% | 13:19 | -01:29 | 06:33 | 10:49 | 18:16 | 44:28 | 11:43 | 08:40 |
 | Magic Wand | 494 | 88.69% | 79.7 | 52.83% | +21.08% | +3.62% | -4.05% | -1.58% | 09:20 | -01:29 | 06:37 | 09:28 | 11:29 | 29:05 | 04:52 | 03:36 |
 | Blight Stone | 80 | 14.36% | 78.4 | 60.00% | +11.15% | -15.00% | -10.00% | 0.47% | 22:34 | -01:28 | 15:46 | 20:39 | 26:28 | 56:39 | 10:42 | 07:55 |
 | Fluffy Hat | 430 | 77.20% | 77.0 | 52.09% | +7.21% | +1.61% | -6.30% | -1.11% | 16:45 | 00:59 | 12:11 | 15:23 | 19:18 | 53:45 | 07:07 | 05:16 |
 | Magic Stick | 539 | 96.77% | 75.7 | 51.39% | +29.17% | -5.46% | +4.17% | 1.69% | 03:41 | -01:30 | -01:29 | 02:46 | 07:11 | 22:13 | 08:40 | 06:25 |
 | Medallion of Courage | 81 | 14.54% | 74.3 | 59.26% | +10.31% | -14.26% | -9.26% | 0.47% | 23:01 | 10:04 | 15:59 | 21:19 | 26:37 | 56:39 | 10:38 | 07:52 |
 | Glimmer Cape | 153 | 27.47% | 73.0 | 54.90% | +6.14% | +0.36% | +5.63% | 0.54% | 28:41 | 15:40 | 22:39 | 27:15 | 32:22 | 58:52 | 09:43 | 07:11 |
 | Boots of Speed | 557 | 100.00% | 71.6 | 50.45% | +50.45% | +2.07% | -5.13% | -2.31% | 07:37 | -01:29 | 06:01 | 07:32 | 09:08 | 23:25 | 03:07 | 02:18 |
 | Crown | 155 | 27.83% | 70.3 | 53.55% | +4.30% | -2.27% | +7.99% | 0.95% | 19:37 | 06:24 | 13:15 | 17:09 | 24:02 | 56:40 | 10:47 | 07:59 |
 | Tranquil Boots | 195 | 35.01% | 68.9 | 52.31% | +2.86% | -7.41% | +4.83% | 0.90% | 19:46 | 05:19 | 11:49 | 16:38 | 25:27 | 57:51 | 13:38 | 10:05 |
 | Ghost Scepter | 53 | 9.52% | 67.6 | 60.38% | +10.98% | +16.54% | -14.23% | -2.42% | 29:42 | 17:32 | 23:32 | 28:13 | 36:16 | 45:06 | 12:44 | 09:25 |
 | Dragon Lance | 21 | 3.77% | 66.2 | 71.43% | +21.80% | +28.57% | -11.43% | -3.70% | 37:35 | 21:58 | 28:51 | 33:00 | 39:39 | 1:35:16 | 10:48 | 08:00 |
 | Vladmir's Offering | 16 | 2.87% | 64.9 | 75.00% | +25.28% | 0.00% | 0.00% | 0.00% | 38:48 | 23:29 | 35:02 | 35:42 | 45:38 | 55:38 | 10:36 | 07:51 |
 | Pavise | 70 | 12.57% | 63.5 | 55.71% | +6.02% | -0.15% | +14.88% | 4.62% | 16:59 | 11:12 | 15:13 | 16:41 | 18:28 | 28:46 | 03:15 | 02:24 |
 | Morbid Mask | 15 | 2.69% | 62.2 | 73.33% | +23.51% | +1.67% | +1.67% | 0.00% | 38:01 | 23:28 | 33:12 | 35:28 | 37:16 | 55:38 | 04:04 | 03:00 |
 | Hurricane Pike | 17 | 3.05% | 60.8 | 70.59% | +20.78% | +29.41% | +4.41% | -1.75% | 40:59 | 22:09 | 30:28 | 37:31 | 44:43 | 1:35:24 | 14:15 | 10:33 |
 | Headdress | 21 | 3.77% | 59.5 | 66.67% | +16.86% | +13.33% | +13.33% | 0.00% | 22:22 | 10:45 | 13:32 | 19:00 | 25:36 | 48:01 | 12:04 | 08:56 |
 | Guardian Greaves | 10 | 1.80% | 58.1 | 80.00% | +30.09% | -13.33% | +20.00% | 0.00% | 26:29 | 18:45 | 22:38 | 24:29 | 28:34 | 40:17 | 05:56 | 04:23 |
 | Ring of Basilius | 100 | 17.95% | 56.8 | 49.00% | -1.77% | -1.00% | +7.00% | 1.17% | 15:33 | 01:26 | 09:35 | 12:29 | 16:24 | 55:38 | 06:49 | 05:02 |
 | Veil of Discord | 79 | 14.18% | 55.4 | 45.57% | -5.69% | +4.43% | -0.57% | -1.40% | 17:54 | 08:04 | 15:07 | 17:23 | 18:42 | 44:34 | 03:35 | 02:39 |
 | Blink Dagger | 4 | 0.72% | 54.1 | 100.00% | +49.91% | 0.00% | 0.00% | 0.00% | 54:57 | 18:34 | 18:34 | 26:16 | 50:37 | 2:04:22 | 32:03 | 23:44 |
 | Power Treads | 21 | 3.77% | 52.7 | 57.14% | +6.95% | +22.86% | -17.14% | -3.14% | 21:38 | 06:42 | 13:02 | 18:31 | 25:46 | 46:57 | 12:44 | 09:25 |
 | Wraith Band | 34 | 6.10% | 51.4 | 50.00% | -0.48% | -27.78% | -25.00% | 0.16% | 20:25 | -01:29 | 12:15 | 17:45 | 29:20 | 41:30 | 17:05 | 12:39 |
 | Pipe of Insight | 6 | 1.08% | 50.0 | 83.33% | +33.24% | +16.67% | +16.67% | 0.00% | 40:02 | 28:26 | 30:48 | 41:53 | 45:46 | 48:36 | 14:58 | 11:05 |
 | Mekansm | 15 | 2.69% | 48.6 | 60.00% | +9.82% | -10.00% | -35.00% | -4.05% | 19:51 | 13:33 | 16:21 | 19:55 | 22:31 | 26:41 | 06:10 | 04:34 |
 | Aghanim's Shard | 13 | 2.33% | 47.3 | 61.54% | +11.36% | +38.46% | -28.21% | 0.00% | 28:32 | 15:39 | 18:40 | 25:05 | 33:11 | 52:02 | 14:31 | 10:45 |
 | Aeon Disk | 16 | 2.87% | 45.9 | 56.25% | +5.97% | -6.25% | -31.25% | -2.04% | 43:31 | 29:41 | 35:15 | 41:28 | 47:31 | 1:01:02 | 12:16 | 09:05 |
 | Quelling Blade | 14 | 2.51% | 44.6 | 57.14% | +6.86% | +42.86% | +9.53% | -1.61% | 11:36 | -01:29 | -01:28 | 10:43 | 22:09 | 28:30 | 23:37 | 17:29 |
 | Aether Lens | 12 | 2.15% | 43.2 | 58.33% | +8.05% | +8.34% | -25.00% | 0.00% | 34:48 | 15:55 | 18:36 | 32:55 | 36:00 | 1:03:13 | 17:24 | 12:53 |
 | Witch Blade | 3 | 0.54% | 41.9 | 100.00% | +49.82% | 0.00% | 0.00% | 0.00% | 42:51 | 41:19 | 41:19 | 41:31 | 45:43 | 45:43 | 04:24 | 03:15 |
 | Hand of Midas | 3 | 0.54% | 40.5 | 100.00% | +49.82% | 0.00% | 0.00% | 0.00% | 24:53 | 12:37 | 12:37 | 26:04 | 35:59 | 35:59 | 23:22 | 17:18 |
 | Heaven's Halberd | 5 | 0.90% | 39.2 | 80.00% | +29.82% | +20.00% | +20.00% | 0.00% | 34:55 | 33:32 | 33:32 | 35:11 | 35:29 | 35:43 | 01:57 | 01:26 |
 | Sange | 8 | 1.44% | 37.8 | 62.50% | +12.23% | -12.50% | -12.50% | 0.00% | 32:38 | 27:30 | 27:55 | 33:13 | 34:05 | 37:44 | 06:10 | 04:34 |
 | Boots of Travel | 4 | 0.72% | 36.5 | 75.00% | +24.73% | +25.00% | +25.00% | 0.00% | 48:00 | 38:34 | 38:34 | 47:04 | 51:58 | 54:22 | 13:24 | 09:55 |
 | Black King Bar | 4 | 0.72% | 35.1 | 75.00% | +24.73% | +25.00% | +25.00% | 0.00% | 55:57 | 31:18 | 31:18 | 57:17 | 1:07:03 | 1:08:09 | 35:45 | 26:28 |
 | Linken's Sphere | 4 | 0.72% | 33.8 | 75.00% | +24.73% | +25.00% | +25.00% | 0.00% | 42:38 | 30:20 | 30:20 | 37:16 | 49:06 | 53:49 | 18:46 | 13:54 |
 | Kaya | 2 | 0.36% | 32.4 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 42:14 | 40:50 | 40:50 | 43:37 | 43:37 | 43:37 | 02:47 | 02:03 |
 | Falcon Blade | 2 | 0.36% | 31.1 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 11:45 | 10:22 | 10:22 | 13:08 | 13:08 | 13:08 | 02:46 | 02:02 |
 | Wraith Pact | 2 | 0.36% | 29.7 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 53:43 | 49:55 | 49:55 | 57:30 | 57:30 | 57:30 | 07:35 | 05:37 |
 | Moon Shard | 2 | 0.36% | 28.4 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 54:05 | 35:10 | 35:10 | 1:13:00 | 1:13:00 | 1:13:00 | 37:50 | 28:01 |
 | Shadow Blade | 2 | 0.36% | 27.0 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 1:09:21 | 29:35 | 29:35 | 1:49:06 | 1:49:06 | 1:49:06 | 1:19:31 | 58:54 |
 | Bracer | 8 | 1.44% | 25.7 | 50.00% | -0.46% | 0.00% | +50.00% | 0.00% | 15:19 | 04:59 | 07:54 | 13:59 | 17:10 | 30:10 | 09:16 | 06:51 |
 | Eul's Scepter of Divinity | 8 | 1.44% | 24.3 | 50.00% | -0.46% | 0.00% | -50.00% | 0.00% | 42:25 | 26:55 | 33:10 | 37:14 | 44:01 | 1:11:52 | 10:51 | 08:02 |
 | Aghanim's Scepter | 3 | 0.54% | 23.0 | 66.67% | +16.31% | +33.33% | 0.00% | 0.00% | 42:27 | 32:15 | 32:15 | 37:42 | 57:24 | 57:24 | 25:09 | 18:37 |
 | Urn of Shadows | 7 | 1.26% | 21.6 | 42.86% | -7.69% | -42.86% | +57.14% | 0.00% | 18:01 | 09:45 | 11:28 | 11:48 | 13:49 | 51:56 | 02:21 | 01:44 |
 | Null Talisman | 8 | 1.44% | 20.3 | 37.50% | -13.14% | +62.50% | -37.50% | 0.00% | 15:31 | 01:41 | 02:02 | 05:17 | 20:49 | 49:44 | 18:47 | 13:54 |
 | Hood of Defiance | 4 | 0.72% | 18.9 | 50.00% | -0.45% | -50.00% | +50.00% | 0.00% | 37:57 | 25:09 | 25:09 | 33:19 | 44:45 | 48:36 | 19:36 | 14:31 |
 | Boots of Travel 2 | 1 | 0.18% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.18% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.18% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:49:07 | 1:49:07 | 1:49:07 | 1:49:07 | 1:49:07 | 1:49:07 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.18% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2:04:31 | 2:04:31 | 2:04:31 | 2:04:31 | 2:04:31 | 2:04:31 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.18% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:17 | 1:42:17 | 1:42:17 | 1:42:17 | 1:42:17 | 1:42:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.18% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.18% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:49:06 | 1:49:06 | 1:49:06 | 1:49:06 | 1:49:06 | 1:49:06 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 0.36% | 8.1 | 50.00% | -0.45% | -50.00% | 0.00% | 0.00% | 23:41 | 20:55 | 20:55 | 26:27 | 26:27 | 26:27 | 05:32 | 04:05 |
 | Javelin | 2 | 0.36% | 6.8 | 50.00% | -0.45% | -50.00% | 0.00% | 0.00% | 1:11:44 | 41:22 | 41:22 | 1:42:05 | 1:42:05 | 1:42:05 | 60:43 | 44:58 |
 | Spirit Vessel | 5 | 0.90% | 5.4 | 20.00% | -30.72% | -20.00% | -20.00% | 0.00% | 19:35 | 14:28 | 14:28 | 19:16 | 21:31 | 24:03 | 07:03 | 05:13 |
 | Octarine Core | 1 | 0.18% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Diadem | 1 | 0.18% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.18% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 00:00 | 00:00 |