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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 | |
 | Boots of Bearing | 35 | 13.11% | 100.0 | 85.71% | +30.97% | +14.29% | -7.93% | -1.90% | 33:48 | 20:23 | 27:23 | 33:10 | 39:06 | 51:24 | 11:43 | 08:40 |
 | Vladmir's Offering | 23 | 8.61% | 98.9 | 86.96% | +30.81% | -3.63% | -3.63% | 0.00% | 32:38 | 21:31 | 27:33 | 30:29 | 35:27 | 49:52 | 07:54 | 05:51 |
 | Tranquil Boots | 44 | 16.48% | 97.7 | 79.55% | +24.84% | -25.00% | +11.36% | 1.54% | 24:51 | 06:20 | 13:31 | 25:33 | 37:04 | 51:14 | 23:33 | 17:26 |
 | Morbid Mask | 24 | 8.99% | 96.6 | 83.33% | +26.95% | 0.00% | 0.00% | 0.00% | 33:33 | 21:14 | 27:22 | 29:56 | 39:23 | 50:15 | 12:01 | 08:54 |
 | Ring of Basilius | 27 | 10.11% | 95.4 | 81.48% | +25.23% | +4.23% | +4.23% | 0.00% | 27:35 | 02:28 | 23:22 | 27:22 | 33:57 | 49:52 | 10:35 | 07:50 |
 | Drum of Endurance | 51 | 19.10% | 94.3 | 74.51% | +19.42% | +2.41% | -5.28% | -0.68% | 23:14 | 13:07 | 16:26 | 19:36 | 27:43 | 55:27 | 11:17 | 08:21 |
 | Buckler | 116 | 43.45% | 93.1 | 67.24% | +14.92% | +1.73% | +12.07% | 1.19% | 24:24 | 09:03 | 18:42 | 22:46 | 27:22 | 49:52 | 08:40 | 06:25 |
 | Heaven's Halberd | 21 | 7.87% | 92.0 | 80.95% | +24.04% | -0.95% | -0.95% | 0.00% | 35:35 | 26:05 | 32:12 | 34:57 | 38:49 | 45:37 | 06:37 | 04:54 |
 | Ring of Protection | 162 | 60.67% | 90.8 | 63.58% | +12.15% | -7.48% | +8.92% | 1.06% | 18:04 | -01:29 | 09:28 | 17:42 | 24:54 | 49:52 | 15:26 | 11:25 |
 | Headdress | 131 | 49.06% | 89.7 | 63.36% | +8.95% | +0.28% | +3.31% | 0.61% | 14:52 | 00:58 | 11:49 | 14:22 | 16:48 | 40:25 | 04:59 | 03:41 |
 | Void Stone | 92 | 34.46% | 88.5 | 65.22% | +9.79% | -4.35% | +8.69% | 0.79% | 28:39 | 08:13 | 19:16 | 28:01 | 35:50 | 59:16 | 16:34 | 12:16 |
 | Wraith Pact | 14 | 5.24% | 87.4 | 85.71% | +28.40% | +14.29% | -19.04% | -4.72% | 36:22 | 30:42 | 32:20 | 34:50 | 39:24 | 45:19 | 07:04 | 05:14 |
 | Force Staff | 135 | 50.56% | 86.2 | 62.96% | +8.41% | +13.51% | -7.08% | -1.96% | 28:03 | 13:55 | 21:45 | 27:58 | 32:15 | 58:20 | 10:30 | 07:46 |
 | Magic Wand | 243 | 91.01% | 85.1 | 60.49% | +18.82% | +1.81% | +0.17% | -0.27% | 08:42 | 00:19 | 05:19 | 08:21 | 11:29 | 27:39 | 06:10 | 04:34 |
 | Magic Stick | 259 | 97.00% | 83.9 | 60.23% | +47.73% | +2.85% | +1.31% | -0.24% | 03:48 | -01:30 | 00:14 | 02:50 | 06:43 | 20:50 | 06:29 | 04:48 |
 | Fluffy Hat | 164 | 61.42% | 82.8 | 61.59% | +7.22% | +9.14% | -5.49% | -1.14% | 21:52 | 03:02 | 14:22 | 21:28 | 27:14 | 58:20 | 12:52 | 09:31 |
 | Wind Lace | 112 | 41.95% | 81.6 | 63.39% | +7.91% | +0.90% | +4.47% | 0.32% | 17:04 | -01:29 | 10:43 | 14:19 | 21:58 | 55:27 | 11:15 | 08:20 |
 | Sange | 22 | 8.24% | 80.5 | 77.27% | +20.13% | +22.73% | -17.27% | -4.63% | 32:12 | 22:38 | 27:35 | 31:22 | 36:13 | 45:17 | 08:38 | 06:23 |
 | Ring of Health | 72 | 26.97% | 79.3 | 65.28% | +8.87% | +1.39% | -15.28% | -1.15% | 29:59 | 13:04 | 21:32 | 28:01 | 36:03 | 59:16 | 14:31 | 10:45 |
 | Boots of Speed | 267 | 100.00% | 78.2 | 58.80% | +58.80% | -0.59% | -9.55% | -2.58% | 06:02 | -01:29 | 04:21 | 06:09 | 07:49 | 17:57 | 03:28 | 02:34 |
 | Blink Dagger | 7 | 2.62% | 77.0 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 41:21 | 33:38 | 34:17 | 39:14 | 40:10 | 57:44 | 05:53 | 04:21 |
 | Arcane Boots | 193 | 72.28% | 75.9 | 59.59% | +2.83% | +9.16% | +2.91% | -1.20% | 13:30 | 04:53 | 09:43 | 11:52 | 14:55 | 37:07 | 05:12 | 03:51 |
 | Chainmail | 138 | 51.69% | 74.7 | 60.87% | +4.28% | +1.99% | +9.72% | 1.40% | 17:16 | 08:38 | 13:26 | 16:06 | 18:57 | 40:20 | 05:31 | 04:05 |
 | Hood of Defiance | 16 | 5.99% | 73.6 | 81.25% | +23.88% | +18.75% | -6.25% | -2.62% | 24:05 | 13:30 | 17:57 | 24:37 | 27:29 | 38:59 | 09:32 | 07:03 |
 | Pipe of Insight | 21 | 7.87% | 72.4 | 76.19% | +18.87% | -16.19% | +3.81% | 1.77% | 26:56 | 16:54 | 20:17 | 26:54 | 31:34 | 39:58 | 11:17 | 08:21 |
 | Mekansm | 116 | 43.45% | 71.3 | 60.34% | +2.72% | +8.63% | +5.18% | -0.78% | 18:29 | 11:32 | 16:06 | 17:44 | 20:33 | 40:25 | 04:27 | 03:17 |
 | Guardian Greaves | 89 | 33.33% | 70.1 | 61.80% | +4.50% | +10.93% | -20.89% | -5.26% | 26:26 | 16:42 | 22:47 | 24:54 | 28:50 | 47:28 | 06:03 | 04:28 |
 | Crown | 39 | 14.61% | 69.0 | 66.67% | +9.21% | -6.67% | -26.67% | -1.05% | 24:52 | 06:40 | 14:42 | 21:55 | 33:50 | 1:02:20 | 19:08 | 14:10 |
 | Blight Stone | 38 | 14.23% | 67.8 | 65.79% | +8.15% | +4.21% | -21.35% | -1.10% | 15:23 | -01:29 | -00:39 | 15:55 | 23:53 | 40:21 | 24:32 | 18:10 |
 | Lotus Orb | 41 | 15.36% | 66.7 | 63.41% | +5.45% | +16.59% | -13.41% | -2.94% | 34:30 | 21:40 | 27:30 | 33:36 | 37:43 | 59:16 | 10:13 | 07:34 |
 | Solar Crest | 23 | 8.61% | 65.5 | 69.57% | +11.78% | -2.90% | -19.57% | -1.44% | 26:49 | 13:49 | 20:18 | 26:48 | 31:53 | 44:01 | 11:35 | 08:34 |
 | Eul's Scepter of Divinity | 34 | 12.73% | 64.4 | 64.71% | +6.77% | +13.07% | +22.79% | 0.68% | 28:00 | 14:23 | 21:29 | 25:09 | 35:50 | 43:41 | 14:21 | 10:37 |
 | Wraith Band | 46 | 17.23% | 63.2 | 60.87% | +2.50% | +5.80% | -15.42% | -1.34% | 11:42 | -01:29 | 02:21 | 05:20 | 18:10 | 56:44 | 15:49 | 11:42 |
 | Pavise | 8 | 3.00% | 62.1 | 87.50% | +29.58% | +12.50% | +12.50% | 0.00% | 15:15 | 09:23 | 10:33 | 13:49 | 16:39 | 26:32 | 06:06 | 04:31 |
 | Urn of Shadows | 47 | 17.60% | 60.9 | 57.45% | -1.64% | -32.45% | +0.88% | 10.47% | 09:46 | 04:29 | 07:27 | 09:10 | 10:38 | 36:56 | 03:11 | 02:21 |
 | Medallion of Courage | 27 | 10.11% | 59.8 | 62.96% | +4.63% | -5.82% | -20.10% | -1.32% | 23:22 | 09:33 | 16:51 | 22:56 | 27:42 | 40:21 | 10:51 | 08:02 |
 | Aeon Disk | 7 | 2.62% | 58.6 | 85.71% | +27.63% | -35.71% | +14.29% | 0.00% | 47:42 | 35:55 | 37:57 | 43:43 | 46:18 | 1:15:29 | 08:21 | 06:11 |
 | Boots of Travel | 4 | 1.50% | 57.5 | 100.00% | +41.83% | 0.00% | 0.00% | 0.00% | 51:57 | 43:29 | 43:29 | 50:06 | 56:27 | 57:44 | 12:58 | 09:36 |
 | Glimmer Cape | 21 | 7.87% | 56.3 | 57.14% | -1.80% | -17.14% | +2.86% | 2.45% | 27:32 | 17:45 | 22:44 | 27:09 | 30:54 | 49:10 | 08:10 | 06:02 |
 | Linken's Sphere | 10 | 3.75% | 55.2 | 70.00% | +11.63% | -3.33% | +30.00% | 1.77% | 46:28 | 30:20 | 32:55 | 42:58 | 51:42 | 1:12:26 | 18:47 | 13:54 |
 | Aghanim's Scepter | 10 | 3.75% | 54.0 | 70.00% | +11.63% | -3.33% | -20.00% | -1.41% | 33:52 | 24:24 | 26:17 | 28:11 | 38:07 | 60:13 | 11:50 | 08:45 |
 | Scythe of Vyse | 8 | 3.00% | 52.9 | 75.00% | +16.70% | -25.00% | -25.00% | 0.00% | 41:50 | 31:22 | 33:10 | 41:10 | 45:37 | 53:32 | 12:27 | 09:13 |
 | Helm of Iron Will | 8 | 3.00% | 51.7 | 75.00% | +16.70% | +25.00% | +25.00% | 0.00% | 48:27 | 34:03 | 35:57 | 41:51 | 50:30 | 1:17:23 | 14:33 | 10:46 |
 | Wind Waker | 8 | 3.00% | 50.6 | 75.00% | +16.70% | -25.00% | -25.00% | 0.00% | 44:49 | 34:56 | 36:10 | 42:35 | 51:02 | 1:02:34 | 14:52 | 11:00 |
 | Spirit Vessel | 22 | 8.24% | 49.4 | 54.55% | -4.63% | -21.22% | +5.45% | 6.18% | 19:54 | 15:01 | 17:42 | 18:50 | 22:01 | 36:56 | 04:19 | 03:11 |
 | Aghanim's Shard | 7 | 2.62% | 48.3 | 71.43% | +12.97% | -21.43% | +28.57% | 0.00% | 34:44 | 25:21 | 25:57 | 28:04 | 29:07 | 1:16:42 | 03:10 | 02:20 |
 | Quelling Blade | 7 | 2.62% | 47.1 | 71.43% | +12.97% | -21.43% | +28.57% | 0.00% | 20:39 | 11:13 | 12:34 | 18:43 | 27:02 | 34:30 | 14:28 | 10:42 |
 | Meteor Hammer | 3 | 1.12% | 46.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 23:44 | 17:38 | 17:38 | 20:10 | 33:25 | 33:25 | 15:47 | 11:41 |
 | Ghost Scepter | 12 | 4.49% | 44.8 | 58.33% | -0.49% | +41.67% | -25.00% | -5.15% | 33:28 | 20:49 | 25:51 | 31:25 | 38:48 | 46:22 | 12:57 | 09:35 |
 | Veil of Discord | 5 | 1.87% | 43.7 | 80.00% | +21.60% | +20.00% | -80.00% | 0.00% | 21:30 | 12:39 | 12:39 | 21:55 | 23:22 | 34:04 | 10:43 | 07:56 |
 | Dagon | 8 | 3.00% | 42.5 | 62.50% | +3.81% | +37.50% | -12.50% | 0.00% | 44:40 | 33:44 | 37:51 | 40:32 | 51:03 | 57:13 | 13:12 | 09:46 |
 | Cornucopia | 6 | 2.25% | 41.4 | 66.67% | +8.05% | -66.67% | +33.33% | 0.00% | 42:18 | 27:39 | 28:29 | 29:25 | 51:37 | 1:16:46 | 23:08 | 17:08 |
 | Nullifier | 4 | 1.50% | 40.2 | 75.00% | +16.44% | +25.00% | +25.00% | 0.00% | 59:10 | 44:16 | 44:16 | 50:30 | 1:04:16 | 1:17:38 | 20:00 | 14:48 |
 | Power Treads | 7 | 2.62% | 39.1 | 57.14% | -1.71% | -7.14% | +42.86% | 0.00% | 10:44 | 05:19 | 06:28 | 08:06 | 12:57 | 21:34 | 06:29 | 04:48 |
 | Dagon (level 3) | 2 | 0.75% | 37.9 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 40:18 | 36:59 | 36:59 | 43:37 | 43:37 | 43:37 | 06:38 | 04:54 |
 | Diadem | 5 | 1.87% | 36.8 | 60.00% | +1.22% | +40.00% | -60.00% | 0.00% | 40:26 | 33:44 | 33:44 | 37:51 | 40:31 | 54:11 | 06:47 | 05:01 |
 | Black King Bar | 6 | 2.25% | 35.6 | 50.00% | -9.00% | 0.00% | +50.00% | 0.00% | 40:45 | 25:31 | 29:49 | 31:54 | 51:58 | 1:10:17 | 22:09 | 16:24 |
 | Vanguard | 3 | 1.12% | 34.5 | 66.67% | +7.96% | +33.33% | 0.00% | 0.00% | 36:35 | 32:05 | 32:05 | 33:31 | 44:08 | 44:08 | 12:03 | 08:55 |
 | Crimson Guard | 3 | 1.12% | 33.3 | 66.67% | +7.96% | +33.33% | 0.00% | 0.00% | 39:21 | 36:03 | 36:03 | 37:31 | 44:29 | 44:29 | 08:26 | 06:14 |
 | Rod of Atos | 8 | 3.00% | 32.2 | 37.50% | -21.96% | -37.50% | -37.50% | 0.00% | 26:44 | 12:50 | 13:02 | 18:57 | 31:41 | 1:02:20 | 18:39 | 13:48 |
 | Dagon (level 2) | 4 | 1.50% | 31.0 | 50.00% | -8.94% | +50.00% | -50.00% | 0.00% | 47:01 | 36:59 | 36:59 | 40:25 | 51:03 | 59:36 | 14:04 | 10:25 |
 | Holy Locket | 1 | 0.37% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.37% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.37% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Disperser | 1 | 0.37% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.37% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.37% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.37% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.37% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.37% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.37% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.37% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.37% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |
 | Satanic | 2 | 0.75% | 16.1 | 50.00% | -8.87% | -50.00% | 0.00% | 0.00% | 48:17 | 45:34 | 45:34 | 50:59 | 50:59 | 50:59 | 05:25 | 04:00 |
 | Dragon Lance | 3 | 1.12% | 14.9 | 33.33% | -25.76% | -33.33% | 0.00% | 0.00% | 18:30 | 16:14 | 16:14 | 17:06 | 22:10 | 22:10 | 05:56 | 04:23 |
 | Daedalus | 3 | 1.12% | 13.8 | 33.33% | -25.76% | +66.67% | 0.00% | 0.00% | 36:49 | 35:14 | 35:14 | 36:39 | 38:33 | 38:33 | 03:19 | 02:27 |
 | Kaya | 3 | 1.12% | 12.6 | 33.33% | -25.76% | -33.33% | 0.00% | 0.00% | 34:12 | 30:09 | 30:09 | 32:29 | 39:58 | 39:58 | 09:49 | 07:16 |
 | Crystalys | 4 | 1.50% | 11.5 | 25.00% | -34.32% | -25.00% | -25.00% | 0.00% | 32:43 | 27:59 | 27:59 | 33:21 | 33:46 | 35:47 | 05:47 | 04:17 |
 | Gleipnir | 4 | 1.50% | 10.3 | 25.00% | -34.32% | -25.00% | -25.00% | 0.00% | 32:43 | 19:32 | 19:32 | 22:38 | 25:22 | 1:03:21 | 05:50 | 04:19 |
 | Maelstrom | 5 | 1.87% | 9.2 | 20.00% | -39.54% | +80.00% | -20.00% | 0.00% | 25:35 | 13:30 | 13:30 | 18:40 | 24:16 | 56:29 | 10:46 | 07:58 |
 | Javelin | 5 | 1.87% | 8.0 | 20.00% | -39.54% | +80.00% | -20.00% | 0.00% | 23:10 | 10:33 | 10:33 | 15:13 | 22:27 | 56:29 | 11:54 | 08:48 |
 | Kaya and Sange | 1 | 0.37% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.37% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.37% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.37% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Bracer | 2 | 0.75% | 2.3 | 0.00% | -59.25% | 0.00% | 0.00% | 0.00% | 26:57 | 07:46 | 07:46 | 46:07 | 46:07 | 46:07 | 38:21 | 28:24 |
 | Bottle | 1 | 0.37% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |