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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 | |
 | Aether Lens | 63 | 39.62% | 100.0 | 79.37% | +34.58% | +8.13% | -4.37% | -1.77% | 29:53 | 19:54 | 24:47 | 27:38 | 31:51 | 1:15:06 | 07:04 | 05:14 |
 | Octarine Core | 17 | 10.69% | 98.3 | 88.24% | +33.31% | +11.76% | +11.76% | 0.00% | 40:06 | 25:16 | 28:44 | 38:38 | 44:37 | 1:05:28 | 15:53 | 11:45 |
 | Blink Dagger | 24 | 15.09% | 96.6 | 79.17% | +24.36% | +20.83% | -12.50% | -2.72% | 34:38 | 20:55 | 27:26 | 32:30 | 39:40 | 56:56 | 12:14 | 09:03 |
 | Force Staff | 43 | 27.04% | 94.9 | 72.09% | +18.64% | +27.91% | -17.54% | -6.39% | 33:41 | 21:07 | 29:34 | 32:56 | 36:41 | 45:32 | 07:07 | 05:16 |
 | Wind Lace | 66 | 41.51% | 93.2 | 68.18% | +16.57% | -9.36% | +19.32% | 1.96% | 17:51 | -01:29 | 08:52 | 15:43 | 23:32 | 55:49 | 14:40 | 10:51 |
 | Void Stone | 98 | 61.64% | 91.5 | 64.29% | +15.11% | -4.29% | -1.79% | 0.11% | 21:00 | 04:04 | 06:58 | 23:25 | 29:06 | 1:07:26 | 22:08 | 16:23 |
 | Fluffy Hat | 60 | 37.74% | 89.8 | 66.67% | +13.13% | +6.66% | -6.67% | -1.22% | 24:28 | 03:34 | 18:26 | 21:53 | 29:21 | 44:04 | 10:55 | 08:05 |
 | Arcane Boots | 67 | 42.14% | 88.1 | 65.67% | +12.41% | -6.85% | +16.68% | 8.99% | 20:07 | 09:41 | 18:34 | 20:01 | 21:11 | 38:04 | 02:37 | 01:56 |
 | Tranquil Boots | 44 | 27.67% | 86.4 | 68.18% | +13.40% | -13.63% | +4.55% | 0.85% | 23:17 | 05:51 | 11:12 | 19:58 | 32:34 | 56:28 | 21:22 | 15:49 |
 | Aghanim's Shard | 151 | 94.97% | 84.7 | 59.60% | +22.10% | +0.93% | -17.49% | -7.84% | 16:48 | 15:00 | 15:01 | 15:21 | 17:22 | 30:17 | 02:21 | 01:44 |
 | Boots of Speed | 159 | 100.00% | 83.1 | 58.49% | +58.49% | +1.51% | -13.49% | -4.43% | 06:25 | -01:29 | 04:49 | 06:28 | 08:12 | 18:24 | 03:23 | 02:30 |
 | Magic Stick | 155 | 97.48% | 81.4 | 58.06% | -16.94% | -4.21% | -6.78% | -0.42% | 04:23 | -01:29 | 01:22 | 03:02 | 07:27 | 36:05 | 06:05 | 04:30 |
 | Magic Wand | 145 | 91.19% | 79.7 | 57.24% | -14.19% | +3.87% | -15.57% | -2.64% | 10:10 | -01:29 | 06:08 | 09:18 | 13:29 | 36:12 | 07:21 | 05:26 |
 | Orb of Venom | 66 | 41.51% | 78.0 | 60.61% | +3.62% | +15.86% | -16.86% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 18:22 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 12 | 7.55% | 76.3 | 75.00% | +17.86% | -8.33% | +25.00% | 5.10% | 35:04 | 26:15 | 30:08 | 32:40 | 36:40 | 52:00 | 06:32 | 04:50 |
 | Quelling Blade | 61 | 38.36% | 74.6 | 54.10% | -7.12% | -7.43% | -7.43% | 0.00% | 01:46 | -01:30 | -01:29 | -01:29 | -01:29 | 35:08 | 00:00 | 00:00 |
 | Power Treads | 49 | 30.82% | 72.9 | 51.02% | -10.80% | -1.02% | -26.02% | -7.18% | 10:40 | 05:56 | 08:47 | 10:55 | 12:16 | 20:36 | 03:29 | 02:34 |
 | Diffusal Blade | 47 | 29.56% | 71.2 | 51.06% | -10.55% | +7.27% | -26.06% | -8.55% | 16:43 | 11:15 | 14:18 | 15:51 | 18:12 | 38:25 | 03:54 | 02:53 |
 | Ring of Health | 43 | 27.04% | 69.5 | 51.16% | -10.05% | +12.48% | +3.39% | -1.91% | 10:00 | 00:51 | 02:02 | 02:33 | 06:47 | 1:07:26 | 04:45 | 03:31 |
 | Crown | 34 | 21.38% | 67.8 | 52.94% | -7.06% | +2.62% | -2.94% | -2.06% | 06:21 | 02:18 | 04:06 | 05:44 | 06:48 | 16:37 | 02:42 | 02:00 |
 | Meteor Hammer | 34 | 21.38% | 66.1 | 52.94% | -7.06% | +13.73% | -15.44% | -15.63% | 08:36 | 05:30 | 06:42 | 07:11 | 08:34 | 26:47 | 01:52 | 01:22 |
 | Drum of Endurance | 6 | 3.77% | 64.4 | 83.33% | +25.81% | +16.67% | +16.67% | 0.00% | 28:21 | 23:51 | 24:24 | 25:05 | 26:48 | 43:17 | 02:24 | 01:46 |
 | Yasha | 27 | 16.98% | 62.7 | 51.85% | -8.00% | +5.29% | +5.29% | 0.00% | 23:05 | 16:55 | 18:51 | 22:00 | 24:55 | 35:00 | 06:04 | 04:29 |
 | Manta Style | 24 | 15.09% | 61.0 | 50.00% | -10.00% | +33.33% | -16.67% | -7.41% | 28:43 | 19:59 | 24:05 | 28:31 | 30:50 | 39:03 | 06:45 | 05:00 |
 | Wraith Band | 24 | 15.09% | 59.3 | 50.00% | -10.00% | +16.67% | 0.00% | -1.58% | 09:49 | -00:27 | 01:55 | 02:37 | 12:29 | 53:06 | 10:34 | 07:49 |
 | Boots of Bearing | 3 | 1.89% | 57.6 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Aeon Disk | 7 | 4.40% | 55.9 | 71.43% | +13.54% | +28.57% | -21.43% | -4.64% | 42:23 | 32:42 | 35:20 | 38:11 | 46:06 | 59:12 | 10:46 | 07:58 |
 | Nullifier | 11 | 6.92% | 54.2 | 54.55% | -4.23% | +12.12% | -21.22% | -1.76% | 40:40 | 27:57 | 31:06 | 37:54 | 50:03 | 57:30 | 18:57 | 14:02 |
 | Ring of Protection | 6 | 3.77% | 52.5 | 66.67% | +8.50% | +33.33% | +33.33% | 0.00% | 23:02 | 08:01 | 19:58 | 23:44 | 27:03 | 34:59 | 07:05 | 05:14 |
 | Crystalys | 6 | 3.77% | 50.8 | 66.67% | +8.50% | -16.67% | +33.33% | 0.00% | 46:31 | 31:10 | 39:36 | 44:21 | 53:35 | 1:05:49 | 13:59 | 10:21 |
 | Aghanim's Scepter | 9 | 5.66% | 49.2 | 55.56% | -3.11% | +44.44% | -55.56% | -7.25% | 39:28 | 27:03 | 29:28 | 40:09 | 43:16 | 55:13 | 13:48 | 10:13 |
 | Boots of Travel | 4 | 2.52% | 47.5 | 75.00% | +16.94% | +25.00% | -75.00% | 0.00% | 51:32 | 28:03 | 28:03 | 40:21 | 1:07:49 | 1:09:56 | 39:46 | 29:27 |
 | Blight Stone | 4 | 2.52% | 45.8 | 75.00% | +16.94% | +25.00% | -75.00% | 0.00% | 09:19 | 03:08 | 03:08 | 07:51 | 07:53 | 18:22 | 04:45 | 03:31 |
 | Black King Bar | 13 | 8.18% | 44.1 | 46.15% | -13.44% | -12.82% | +20.52% | 2.41% | 33:32 | 21:02 | 23:54 | 31:09 | 37:45 | 55:07 | 13:51 | 10:15 |
 | Helm of Iron Will | 14 | 8.81% | 42.4 | 42.86% | -17.14% | +7.14% | -9.53% | -0.90% | 36:38 | 22:26 | 26:03 | 33:43 | 44:36 | 57:28 | 18:33 | 13:44 |
 | Daedalus | 5 | 3.14% | 40.7 | 60.00% | +1.56% | +40.00% | +40.00% | 0.00% | 47:48 | 35:12 | 35:12 | 45:58 | 47:15 | 1:06:45 | 12:03 | 08:55 |
 | Buckler | 3 | 1.89% | 39.0 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 27:43 | 23:44 | 23:44 | 24:26 | 34:59 | 34:59 | 11:15 | 08:20 |
 | Orb of Corrosion | 3 | 1.89% | 37.3 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 10:22 | 03:55 | 03:55 | 08:50 | 18:22 | 18:22 | 14:27 | 10:42 |
 | Vladmir's Offering | 3 | 1.89% | 35.6 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 34:42 | 28:51 | 28:51 | 33:36 | 41:40 | 41:40 | 12:49 | 09:29 |
 | Skull Basher | 4 | 2.52% | 33.9 | 50.00% | -8.71% | +50.00% | -50.00% | 0.00% | 39:56 | 34:25 | 34:25 | 34:50 | 40:39 | 49:49 | 06:14 | 04:37 |
 | Kaya | 1 | 0.63% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.63% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Headdress | 1 | 0.63% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.63% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.63% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 3.14% | 23.7 | 40.00% | -19.09% | +60.00% | -40.00% | 0.00% | 47:51 | 29:00 | 29:00 | 43:32 | 59:36 | 1:07:26 | 30:36 | 22:40 |
 | Lotus Orb | 5 | 3.14% | 22.0 | 40.00% | -19.09% | -40.00% | -40.00% | 0.00% | 35:51 | 31:45 | 31:45 | 36:46 | 37:12 | 37:37 | 05:27 | 04:02 |
 | Morbid Mask | 2 | 1.26% | 20.3 | 50.00% | -8.60% | +50.00% | 0.00% | 0.00% | 30:42 | 28:23 | 28:23 | 33:00 | 33:00 | 33:00 | 04:37 | 03:25 |
 | Ring of Basilius | 2 | 1.26% | 18.6 | 50.00% | -8.60% | +50.00% | 0.00% | 0.00% | 21:59 | 19:32 | 19:32 | 24:26 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Urn of Shadows | 2 | 1.26% | 16.9 | 50.00% | -8.60% | +50.00% | 0.00% | 0.00% | 23:31 | 19:58 | 19:58 | 27:03 | 27:03 | 27:03 | 07:05 | 05:14 |
 | Boots of Travel 2 | 2 | 1.26% | 15.3 | 50.00% | -8.60% | -50.00% | 0.00% | 0.00% | 1:06:18 | 57:00 | 57:00 | 1:15:36 | 1:15:36 | 1:15:36 | 18:36 | 13:46 |
 | Disperser | 3 | 1.89% | 13.6 | 33.33% | -25.64% | -33.33% | 0.00% | 0.00% | 44:09 | 37:12 | 37:12 | 45:51 | 49:24 | 49:24 | 12:12 | 09:02 |
 | Bottle | 3 | 1.89% | 11.9 | 33.33% | -25.64% | +66.67% | 0.00% | 0.00% | 18:55 | 01:34 | 01:34 | 02:43 | 52:27 | 52:27 | 50:53 | 37:41 |
 | Heaven's Halberd | 1 | 0.63% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Sange | 1 | 0.63% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.63% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Desolator | 1 | 0.63% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.63% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.63% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 00:00 | 00:00 |