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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 | |
 | Blink Dagger | 68 | 24.55% | 100.0 | 72.06% | +33.78% | +4.41% | -1.47% | -0.49% | 32:33 | 16:29 | 25:25 | 32:44 | 37:26 | 1:04:54 | 12:01 | 08:54 |
 | Black King Bar | 26 | 9.39% | 98.6 | 80.77% | +37.74% | -23.63% | +2.56% | 2.85% | 33:23 | 15:26 | 27:44 | 31:50 | 36:56 | 56:10 | 09:12 | 06:48 |
 | Void Stone | 79 | 28.52% | 97.1 | 67.09% | +28.71% | +2.91% | +2.91% | 0.00% | 36:20 | 11:49 | 28:10 | 34:04 | 41:36 | 1:06:39 | 13:26 | 09:57 |
 | Octarine Core | 11 | 3.97% | 95.7 | 90.91% | +46.17% | +9.09% | -24.24% | 0.00% | 45:05 | 26:17 | 32:59 | 45:29 | 51:52 | 1:03:43 | 18:53 | 13:59 |
 | Crystalys | 13 | 4.69% | 94.3 | 84.62% | +39.92% | -17.95% | -17.95% | 0.00% | 33:49 | 25:26 | 27:00 | 32:04 | 36:42 | 51:15 | 09:42 | 07:11 |
 | Morbid Mask | 24 | 8.66% | 92.9 | 70.83% | +26.56% | -4.16% | -4.16% | 0.00% | 33:15 | 19:17 | 25:29 | 30:02 | 39:39 | 53:16 | 14:10 | 10:29 |
 | Vladmir's Offering | 24 | 8.66% | 91.4 | 70.83% | +26.56% | -4.16% | -4.16% | 0.00% | 33:43 | 19:48 | 26:07 | 30:25 | 39:40 | 53:16 | 13:33 | 10:02 |
 | Guardian Greaves | 120 | 43.32% | 90.0 | 56.67% | +17.82% | 0.00% | -6.67% | -0.58% | 22:23 | 12:37 | 15:55 | 19:23 | 27:26 | 53:18 | 11:31 | 08:31 |
 | Lotus Orb | 34 | 12.27% | 88.6 | 64.71% | +20.68% | +1.96% | -2.21% | -0.38% | 33:54 | 22:58 | 27:08 | 31:49 | 38:00 | 1:04:46 | 10:52 | 08:02 |
 | Ring of Health | 59 | 21.30% | 87.1 | 59.32% | +16.20% | -5.99% | +0.68% | 0.44% | 30:16 | 07:37 | 21:13 | 28:53 | 36:18 | 1:06:39 | 15:05 | 11:10 |
 | Ring of Basilius | 27 | 9.75% | 85.7 | 66.67% | +22.27% | -23.81% | +4.76% | 1.09% | 27:03 | 04:07 | 12:33 | 27:24 | 38:41 | 53:16 | 26:08 | 19:21 |
 | Bracer | 29 | 10.47% | 84.3 | 65.52% | +21.17% | -22.66% | +5.91% | 11.50% | 04:35 | 01:23 | 02:09 | 02:46 | 04:38 | 18:34 | 02:29 | 01:50 |
 | Buckler | 134 | 48.38% | 82.9 | 52.99% | +12.43% | +2.89% | +7.62% | 0.41% | 20:10 | 02:12 | 13:24 | 17:40 | 24:58 | 53:16 | 11:34 | 08:34 |
 | Ring of Protection | 137 | 49.46% | 81.4 | 52.55% | +11.84% | +0.39% | +6.27% | 0.55% | 19:09 | -01:29 | 12:40 | 16:10 | 23:20 | 53:16 | 10:40 | 07:54 |
 | Arcane Boots | 226 | 81.59% | 80.0 | 50.00% | +18.63% | +4.39% | -1.79% | -1.07% | 11:12 | 03:29 | 07:17 | 09:51 | 13:02 | 43:12 | 05:45 | 04:15 |
 | Force Staff | 149 | 53.79% | 78.6 | 51.68% | +11.05% | +2.37% | +5.08% | 0.29% | 26:36 | 11:46 | 21:20 | 25:04 | 30:33 | 48:51 | 09:13 | 06:49 |
 | Boots of Travel | 15 | 5.42% | 77.1 | 73.33% | +28.29% | +26.67% | -48.33% | -8.44% | 42:05 | 25:26 | 36:34 | 41:29 | 45:27 | 56:07 | 08:53 | 06:34 |
 | Mekansm | 141 | 50.90% | 75.7 | 51.06% | +9.15% | +3.23% | +3.23% | 0.00% | 15:48 | 09:05 | 11:44 | 14:33 | 18:55 | 34:40 | 07:11 | 05:19 |
 | Chainmail | 144 | 51.99% | 74.3 | 50.69% | +8.58% | +18.75% | +2.09% | -2.36% | 13:26 | 04:15 | 09:15 | 11:31 | 16:18 | 34:39 | 07:03 | 05:13 |
 | Wraith Pact | 17 | 6.14% | 72.9 | 70.59% | +25.59% | -20.59% | +4.41% | 1.33% | 35:53 | 24:19 | 26:07 | 34:27 | 44:55 | 49:51 | 18:48 | 13:55 |
 | Refresher Orb | 5 | 1.81% | 71.4 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 53:12 | 38:15 | 38:15 | 57:39 | 58:30 | 1:06:48 | 20:15 | 15:00 |
 | Headdress | 149 | 53.79% | 70.0 | 49.66% | +6.69% | +1.69% | +4.39% | 0.46% | 12:23 | -01:29 | 08:37 | 11:22 | 14:27 | 34:39 | 05:50 | 04:19 |
 | Boots of Speed | 277 | 100.00% | 68.6 | 46.57% | +46.57% | -0.19% | -14.69% | -4.65% | 04:52 | -01:29 | 03:26 | 04:47 | 06:33 | 13:23 | 03:07 | 02:18 |
 | Aghanim's Scepter | 65 | 23.47% | 67.1 | 53.85% | +9.51% | +21.15% | -3.85% | -2.28% | 31:46 | 12:15 | 25:14 | 31:15 | 36:13 | 1:09:08 | 10:59 | 08:08 |
 | Fluffy Hat | 174 | 62.82% | 65.7 | 48.28% | +4.59% | +3.99% | +16.84% | 1.10% | 20:53 | 02:07 | 14:38 | 19:23 | 26:17 | 47:12 | 11:39 | 08:37 |
 | Aghanim's Shard | 226 | 81.59% | 64.3 | 46.90% | +1.80% | +3.98% | -4.04% | -0.99% | 21:33 | 15:00 | 16:39 | 19:25 | 24:44 | 48:25 | 08:05 | 05:59 |
 | Scythe of Vyse | 12 | 4.33% | 62.9 | 75.00% | +29.72% | -8.33% | +25.00% | 0.00% | 49:52 | 35:36 | 35:56 | 40:35 | 57:41 | 1:25:33 | 21:45 | 16:06 |
 | Magic Wand | 238 | 85.92% | 61.4 | 46.22% | -2.50% | +0.45% | -7.24% | -1.14% | 08:08 | -01:30 | 04:23 | 08:16 | 11:06 | 36:10 | 06:43 | 04:58 |
 | Aether Lens | 26 | 9.39% | 60.0 | 61.54% | +16.52% | +9.89% | -11.54% | -3.18% | 41:17 | 21:16 | 37:30 | 41:08 | 44:14 | 1:04:22 | 06:44 | 04:59 |
 | Magic Stick | 248 | 89.53% | 58.6 | 44.76% | -17.31% | -4.44% | -4.44% | 0.00% | 02:36 | -01:30 | -01:29 | 02:04 | 04:34 | 16:35 | 06:03 | 04:28 |
 | Daedalus | 7 | 2.53% | 57.1 | 85.71% | +40.15% | -35.71% | +14.29% | 0.00% | 37:56 | 32:27 | 35:39 | 37:33 | 39:05 | 42:37 | 03:26 | 02:32 |
 | Quelling Blade | 41 | 14.80% | 55.7 | 53.66% | +8.32% | -3.66% | +6.34% | 1.05% | 05:01 | -01:29 | -01:29 | -01:28 | 11:02 | 28:30 | 12:31 | 09:16 |
 | Wind Lace | 73 | 26.35% | 54.3 | 46.58% | +0.01% | -7.69% | +8.98% | 1.11% | 12:32 | -01:29 | 05:08 | 08:52 | 20:07 | 49:27 | 14:59 | 11:05 |
 | Bottle | 18 | 6.50% | 52.9 | 61.11% | +15.55% | -1.11% | -36.11% | -35.00% | 01:26 | 00:14 | 01:13 | 01:23 | 01:37 | 02:14 | 00:24 | 00:17 |
 | Glimmer Cape | 28 | 10.11% | 51.4 | 53.57% | +7.79% | +3.57% | +3.57% | 0.00% | 32:13 | 18:04 | 26:19 | 30:53 | 36:01 | 50:38 | 09:42 | 07:11 |
 | Aeon Disk | 11 | 3.97% | 50.0 | 63.64% | +17.78% | +36.36% | +3.03% | 0.00% | 48:53 | 34:33 | 38:43 | 46:24 | 55:02 | 1:08:50 | 16:19 | 12:05 |
 | Pipe of Insight | 15 | 5.42% | 48.6 | 53.33% | +7.15% | -3.33% | -28.33% | -7.50% | 22:28 | 13:05 | 20:34 | 21:57 | 23:54 | 34:30 | 03:20 | 02:28 |
 | Hood of Defiance | 18 | 6.50% | 47.1 | 50.00% | +3.67% | +30.00% | 0.00% | -4.34% | 18:56 | 09:47 | 14:35 | 17:09 | 21:30 | 31:01 | 06:55 | 05:07 |
 | Eul's Scepter of Divinity | 8 | 2.89% | 45.7 | 62.50% | +16.40% | +37.50% | -12.50% | 0.00% | 33:20 | 21:26 | 24:37 | 33:49 | 34:43 | 49:34 | 10:06 | 07:28 |
 | Ghost Scepter | 23 | 8.30% | 44.3 | 43.48% | -3.37% | +23.19% | -26.81% | -3.82% | 34:45 | 22:14 | 26:46 | 33:16 | 39:52 | 54:03 | 13:06 | 09:42 |
 | Ethereal Blade | 4 | 1.44% | 42.9 | 75.00% | +28.85% | +25.00% | -75.00% | 0.00% | 36:49 | 26:32 | 26:32 | 32:50 | 34:12 | 53:40 | 07:40 | 05:40 |
 | Boots of Bearing | 2 | 0.72% | 41.4 | 100.00% | +53.82% | 0.00% | 0.00% | 0.00% | 28:14 | 24:34 | 24:34 | 31:53 | 31:53 | 31:53 | 07:19 | 05:25 |
 | Overwhelming Blink | 2 | 0.72% | 40.0 | 100.00% | +53.82% | 0.00% | 0.00% | 0.00% | 1:03:40 | 46:28 | 46:28 | 1:20:51 | 1:20:51 | 1:20:51 | 34:23 | 25:28 |
 | Tranquil Boots | 14 | 5.05% | 38.6 | 42.86% | -3.91% | +7.14% | -9.53% | -0.98% | 21:44 | 09:19 | 13:12 | 21:33 | 30:12 | 35:51 | 17:00 | 12:35 |
 | Drum of Endurance | 5 | 1.81% | 37.1 | 60.00% | +13.68% | +40.00% | -60.00% | 0.00% | 24:26 | 15:36 | 15:36 | 25:52 | 27:31 | 32:38 | 11:55 | 08:49 |
 | Kaya | 5 | 1.81% | 35.7 | 60.00% | +13.68% | +40.00% | -60.00% | 0.00% | 31:22 | 22:13 | 22:13 | 32:22 | 35:24 | 44:17 | 13:11 | 09:45 |
 | Blight Stone | 13 | 4.69% | 34.3 | 38.46% | -8.51% | -5.13% | +28.21% | 0.00% | 00:34 | -01:29 | -01:29 | -01:29 | -01:29 | 25:13 | 00:00 | 00:00 |
 | Sange | 9 | 3.25% | 32.9 | 44.44% | -2.20% | -44.44% | +5.56% | 0.00% | 35:43 | 27:20 | 32:05 | 34:33 | 39:27 | 42:15 | 07:22 | 05:27 |
 | Crown | 8 | 2.89% | 31.4 | 37.50% | -9.34% | +12.50% | +12.50% | 0.00% | 22:54 | 09:15 | 10:02 | 14:04 | 29:16 | 49:10 | 19:14 | 14:14 |
 | Wraith Band | 14 | 5.05% | 30.0 | 28.57% | -18.96% | -28.57% | +38.10% | 3.21% | 10:31 | 01:47 | 02:36 | 02:58 | 23:23 | 28:33 | 20:47 | 15:23 |
 | Heaven's Halberd | 9 | 3.25% | 28.6 | 33.33% | -13.68% | -33.33% | +16.67% | 0.00% | 36:49 | 32:31 | 32:59 | 35:02 | 38:45 | 43:29 | 05:46 | 04:16 |
 | Hurricane Pike | 1 | 0.36% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.36% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.36% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 00:00 | 00:00 |
 | Dagon | 1 | 0.36% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.36% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.36% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.36% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.36% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 0.72% | 15.7 | 50.00% | +3.45% | -50.00% | 0.00% | 0.00% | 15:05 | 04:57 | 04:57 | 25:13 | 25:13 | 25:13 | 20:16 | 15:00 |
 | Linken's Sphere | 3 | 1.08% | 14.3 | 33.33% | -13.39% | -33.33% | 0.00% | 0.00% | 49:24 | 43:16 | 43:16 | 47:41 | 57:15 | 57:15 | 13:59 | 10:21 |
 | Veil of Discord | 4 | 1.44% | 12.9 | 25.00% | -21.89% | -25.00% | -25.00% | 0.00% | 13:10 | 11:45 | 11:45 | 12:28 | 13:01 | 15:25 | 01:16 | 00:56 |
 | Crimson Guard | 2 | 0.72% | 11.4 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% | 33:39 | 20:51 | 20:51 | 46:27 | 46:27 | 46:27 | 25:36 | 18:57 |
 | Rod of Atos | 1 | 0.36% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Soul Ring | 2 | 0.72% | 8.6 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% | 10:12 | 09:14 | 09:14 | 11:10 | 11:10 | 11:10 | 01:56 | 01:25 |
 | Maelstrom | 1 | 0.36% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Javelin | 1 | 0.36% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 0.72% | 4.3 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% | 31:05 | 19:28 | 19:28 | 42:42 | 42:42 | 42:42 | 23:14 | 17:12 |
 | Vanguard | 2 | 0.72% | 2.9 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% | 31:26 | 20:09 | 20:09 | 42:42 | 42:42 | 42:42 | 22:33 | 16:42 |
 | Gleipnir | 1 | 0.36% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |