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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 | |
 | Refresher Orb | 37 | 9.59% | 100.0 | 78.38% | +35.11% | +10.51% | -11.71% | -1.49% | 40:44 | 23:53 | 31:54 | 43:18 | 46:47 | 54:23 | 14:53 | 11:01 |
 | Boots of Bearing | 28 | 7.25% | 98.6 | 78.57% | +34.44% | +21.43% | +7.14% | -1.56% | 37:38 | 22:56 | 32:00 | 37:35 | 41:11 | 54:17 | 09:11 | 06:48 |
 | Void Stone | 91 | 23.58% | 97.1 | 68.13% | +28.13% | -7.26% | -7.26% | 0.00% | 26:05 | 07:04 | 16:12 | 24:14 | 33:23 | 60:19 | 17:11 | 12:43 |
 | Drum of Endurance | 71 | 18.39% | 95.7 | 67.61% | +25.71% | +10.17% | -0.94% | -0.83% | 25:17 | 14:12 | 18:55 | 21:57 | 32:17 | 45:35 | 13:22 | 09:54 |
 | Cornucopia | 30 | 7.77% | 94.3 | 73.33% | +28.95% | -10.83% | -1.90% | 0.59% | 37:42 | 15:55 | 28:39 | 38:24 | 43:42 | 56:13 | 15:03 | 11:08 |
 | Buckler | 19 | 4.92% | 92.9 | 78.95% | +33.99% | +21.05% | +1.05% | -2.18% | 33:06 | 21:29 | 26:42 | 33:06 | 35:53 | 48:50 | 09:11 | 06:48 |
 | Ring of Health | 39 | 10.10% | 91.4 | 66.67% | +22.29% | +3.33% | +13.33% | 0.89% | 34:10 | 19:52 | 27:10 | 31:58 | 38:23 | 60:18 | 11:13 | 08:18 |
 | Ring of Protection | 61 | 15.80% | 90.0 | 62.30% | +18.61% | -8.97% | +17.70% | 2.74% | 18:18 | 08:39 | 11:44 | 15:16 | 21:29 | 48:50 | 09:45 | 07:13 |
 | Glimmer Cape | 89 | 23.06% | 88.6 | 58.43% | +15.33% | +5.21% | +14.30% | 1.00% | 27:16 | 15:40 | 21:47 | 26:35 | 30:55 | 46:40 | 09:08 | 06:45 |
 | Arcane Boots | 116 | 30.05% | 87.1 | 56.03% | +13.44% | +2.59% | -4.31% | -1.82% | 16:09 | 06:41 | 11:54 | 13:31 | 15:42 | 58:33 | 03:48 | 02:48 |
 | Wind Lace | 220 | 56.99% | 85.7 | 52.73% | +14.18% | -5.46% | +10.91% | 1.47% | 13:57 | -01:29 | 07:10 | 12:08 | 18:16 | 43:03 | 11:06 | 08:13 |
 | Force Staff | 224 | 58.03% | 84.3 | 51.79% | +12.28% | +3.57% | +3.57% | 0.00% | 26:10 | 13:46 | 21:32 | 24:37 | 29:17 | 54:22 | 07:45 | 05:44 |
 | Magic Wand | 342 | 88.60% | 82.9 | 49.42% | +24.42% | -6.40% | -0.01% | 1.40% | 09:27 | 00:53 | 06:56 | 09:52 | 11:30 | 26:30 | 04:34 | 03:22 |
 | Magic Stick | 372 | 96.37% | 81.4 | 48.12% | +40.98% | -1.88% | +4.57% | 1.14% | 03:35 | -01:30 | -01:29 | 02:45 | 07:09 | 20:18 | 08:38 | 06:23 |
 | Tranquil Boots | 108 | 27.98% | 80.0 | 51.85% | +7.25% | -3.70% | +7.41% | 0.87% | 19:25 | 05:42 | 12:35 | 15:52 | 25:25 | 52:17 | 12:50 | 09:30 |
 | Solar Crest | 59 | 15.28% | 78.6 | 55.93% | +10.98% | +4.07% | -22.60% | -3.24% | 27:12 | 16:25 | 21:51 | 25:42 | 30:05 | 47:41 | 08:14 | 06:05 |
 | Boots of Speed | 386 | 100.00% | 77.1 | 46.63% | +46.63% | +2.85% | -2.88% | -1.88% | 07:25 | -01:29 | 05:59 | 07:24 | 09:02 | 23:25 | 03:03 | 02:15 |
 | Pavise | 41 | 10.62% | 75.7 | 58.54% | +13.32% | +1.46% | +21.46% | 5.15% | 16:32 | 10:04 | 14:35 | 16:37 | 18:28 | 22:32 | 03:53 | 02:52 |
 | Fluffy Hat | 288 | 74.61% | 74.3 | 46.88% | +0.96% | +4.51% | -2.44% | -1.01% | 17:15 | 02:01 | 12:43 | 15:41 | 19:34 | 53:45 | 06:51 | 05:04 |
 | Scythe of Vyse | 10 | 2.59% | 72.9 | 80.00% | +34.26% | +20.00% | +20.00% | 0.00% | 46:39 | 33:23 | 42:55 | 46:24 | 51:40 | 58:36 | 08:45 | 06:28 |
 | Crown | 114 | 29.53% | 71.4 | 49.12% | +3.53% | +6.05% | -6.26% | -1.28% | 19:55 | 06:24 | 14:27 | 18:03 | 24:02 | 47:32 | 09:35 | 07:05 |
 | Chainmail | 76 | 19.69% | 70.0 | 51.32% | +5.84% | +1.31% | -9.21% | -1.22% | 20:37 | 09:33 | 15:09 | 17:58 | 23:45 | 47:32 | 08:36 | 06:22 |
 | Aeon Disk | 14 | 3.63% | 68.6 | 71.43% | +25.73% | +28.57% | -38.10% | -3.40% | 46:49 | 29:41 | 37:09 | 46:39 | 56:45 | 59:31 | 19:36 | 14:31 |
 | Blight Stone | 66 | 17.10% | 67.1 | 51.52% | +5.89% | -10.34% | -14.02% | -0.41% | 20:28 | -01:29 | 15:44 | 17:57 | 24:46 | 47:32 | 09:02 | 06:41 |
 | Medallion of Courage | 66 | 17.10% | 65.7 | 50.00% | +4.06% | -20.59% | -12.50% | 0.89% | 21:21 | 10:04 | 16:05 | 18:15 | 25:10 | 47:32 | 09:05 | 06:43 |
 | Guardian Greaves | 7 | 1.81% | 64.3 | 85.71% | +39.80% | +14.29% | +14.29% | 0.00% | 33:42 | 26:54 | 28:24 | 30:44 | 37:14 | 43:44 | 08:50 | 06:32 |
 | Aether Lens | 7 | 1.81% | 62.9 | 85.71% | +39.80% | +14.29% | +14.29% | 0.00% | 31:12 | 15:55 | 25:42 | 30:16 | 32:34 | 49:49 | 06:52 | 05:05 |
 | Hurricane Pike | 9 | 2.33% | 61.4 | 77.78% | +31.89% | +22.22% | -27.78% | 0.00% | 36:21 | 22:39 | 29:14 | 33:12 | 39:18 | 59:46 | 10:04 | 07:27 |
 | Ring of Basilius | 64 | 16.58% | 60.0 | 48.44% | +2.17% | +7.81% | -4.69% | -1.64% | 15:35 | 01:13 | 10:03 | 13:00 | 17:39 | 45:38 | 07:36 | 05:37 |
 | Boots of Travel | 4 | 1.04% | 58.6 | 100.00% | +53.93% | 0.00% | 0.00% | 0.00% | 45:05 | 28:44 | 28:44 | 38:34 | 54:22 | 58:39 | 25:38 | 18:59 |
 | Eul's Scepter of Divinity | 4 | 1.04% | 57.1 | 100.00% | +53.93% | 0.00% | 0.00% | 0.00% | 32:08 | 21:08 | 21:08 | 27:32 | 35:52 | 44:01 | 14:44 | 10:54 |
 | Dragon Lance | 14 | 3.63% | 55.7 | 64.29% | +18.32% | +35.71% | -30.96% | -6.16% | 34:09 | 21:06 | 27:54 | 30:52 | 38:43 | 59:46 | 10:49 | 08:00 |
 | Vladmir's Offering | 10 | 2.59% | 54.3 | 70.00% | +23.99% | -3.33% | +30.00% | 0.00% | 37:20 | 23:29 | 35:02 | 35:20 | 44:42 | 48:50 | 09:40 | 07:09 |
 | Morbid Mask | 10 | 2.59% | 52.9 | 70.00% | +23.99% | -3.33% | +30.00% | 0.00% | 37:00 | 23:28 | 33:12 | 35:02 | 44:42 | 48:50 | 11:30 | 08:31 |
 | Aghanim's Shard | 8 | 2.07% | 51.4 | 75.00% | +28.97% | +25.00% | -25.00% | 0.00% | 26:02 | 15:39 | 16:08 | 21:53 | 33:00 | 39:46 | 16:52 | 12:29 |
 | Veil of Discord | 53 | 13.73% | 50.0 | 45.28% | -1.57% | +8.57% | -14.51% | -5.23% | 18:33 | 08:04 | 15:16 | 17:57 | 19:41 | 33:08 | 04:25 | 03:16 |
 | Ghost Scepter | 32 | 8.29% | 48.6 | 50.00% | +3.67% | +25.00% | -37.50% | -5.31% | 31:03 | 17:32 | 24:30 | 28:13 | 36:16 | 46:56 | 11:46 | 08:42 |
 | Headdress | 13 | 3.37% | 47.1 | 61.54% | +15.43% | +5.13% | +5.13% | 0.00% | 23:06 | 10:45 | 14:34 | 19:00 | 25:49 | 48:01 | 11:15 | 08:20 |
 | Lotus Orb | 13 | 3.37% | 45.7 | 61.54% | +15.43% | +5.13% | +38.46% | 2.12% | 37:08 | 25:02 | 27:37 | 35:29 | 43:19 | 60:25 | 15:42 | 11:37 |
 | Hand of Midas | 7 | 1.81% | 44.3 | 71.43% | +25.26% | -21.43% | -21.43% | 0.00% | 25:13 | 12:37 | 23:52 | 25:10 | 26:04 | 35:59 | 02:12 | 01:37 |
 | Heaven's Halberd | 5 | 1.30% | 42.9 | 80.00% | +33.81% | +20.00% | +20.00% | 0.00% | 34:52 | 33:20 | 33:20 | 35:11 | 35:29 | 35:43 | 02:09 | 01:35 |
 | Power Treads | 26 | 6.74% | 41.4 | 42.31% | -4.63% | +14.83% | -25.64% | -2.41% | 26:51 | 06:42 | 17:18 | 24:45 | 34:07 | 53:05 | 16:49 | 12:27 |
 | Mekansm | 11 | 2.85% | 40.0 | 54.55% | +8.15% | +12.12% | -21.22% | -4.71% | 23:52 | 13:35 | 18:44 | 22:50 | 25:49 | 42:33 | 07:05 | 05:14 |
 | Blink Dagger | 4 | 1.04% | 38.6 | 75.00% | +28.66% | +25.00% | -75.00% | 0.00% | 38:13 | 18:34 | 18:34 | 26:16 | 50:37 | 57:25 | 32:03 | 23:44 |
 | Aghanim's Scepter | 4 | 1.04% | 37.1 | 75.00% | +28.66% | +25.00% | -75.00% | 0.00% | 41:45 | 32:15 | 32:15 | 37:42 | 39:40 | 57:24 | 07:25 | 05:29 |
 | Sange | 7 | 1.81% | 35.7 | 57.14% | +10.70% | -7.14% | -7.14% | 0.00% | 32:49 | 27:30 | 31:37 | 33:33 | 34:05 | 35:59 | 02:28 | 01:49 |
 | Wraith Pact | 2 | 0.52% | 34.3 | 100.00% | +53.65% | 0.00% | 0.00% | 0.00% | 50:01 | 49:55 | 49:55 | 50:07 | 50:07 | 50:07 | 00:12 | 00:08 |
 | Octarine Core | 2 | 0.52% | 32.9 | 100.00% | +53.65% | 0.00% | 0.00% | 0.00% | 48:59 | 40:09 | 40:09 | 57:48 | 57:48 | 57:48 | 17:39 | 13:04 |
 | Pipe of Insight | 2 | 0.52% | 31.4 | 100.00% | +53.65% | 0.00% | 0.00% | 0.00% | 39:42 | 30:48 | 30:48 | 48:36 | 48:36 | 48:36 | 17:48 | 13:11 |
 | Wraith Band | 30 | 7.77% | 30.0 | 33.33% | -14.42% | +4.17% | +9.53% | 0.32% | 22:01 | -01:29 | 13:22 | 24:21 | 30:00 | 39:23 | 16:38 | 12:19 |
 | Quelling Blade | 11 | 2.85% | 28.6 | 45.45% | -1.22% | +21.22% | +21.22% | 0.00% | 09:28 | -01:29 | -01:29 | 07:28 | 16:06 | 28:30 | 17:35 | 13:01 |
 | Black King Bar | 5 | 1.30% | 27.1 | 60.00% | +13.54% | +40.00% | +40.00% | 0.00% | 48:33 | 27:39 | 27:39 | 57:17 | 59:26 | 1:07:03 | 31:47 | 23:32 |
 | Null Talisman | 6 | 1.55% | 25.7 | 50.00% | +3.42% | 0.00% | -50.00% | 0.00% | 06:05 | 01:25 | 02:02 | 02:41 | 05:17 | 20:49 | 03:15 | 02:24 |
 | Monkey King Bar | 1 | 0.26% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 00:00 | 00:00 |
 | Javelin | 1 | 0.26% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:29 | 1:03:29 | 1:03:29 | 1:03:29 | 1:03:29 | 1:03:29 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.26% | 21.4 | 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 |
 | Aghanim's Blessing | 1 | 0.26% | 20.0 | 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 |
 | Kaya | 1 | 0.26% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.26% | 17.1 | 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 |
 | Moon Shard | 1 | 0.26% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.26% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.26% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:36 | 48:36 | 48:36 | 48:36 | 48:36 | 48:36 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 1.30% | 11.4 | 40.00% | -6.72% | -40.00% | +60.00% | 0.00% | 19:41 | 09:45 | 09:45 | 11:47 | 13:30 | 51:56 | 03:45 | 02:46 |
 | Shadow Blade | 2 | 0.52% | 10.0 | 50.00% | +3.39% | +50.00% | 0.00% | 0.00% | 48:27 | 29:35 | 29:35 | 1:07:19 | 1:07:19 | 1:07:19 | 37:44 | 27:57 |
 | Bracer | 2 | 0.52% | 8.6 | 0.00% | -46.88% | 0.00% | 0.00% | 0.00% | 10:28 | 04:59 | 04:59 | 15:56 | 15:56 | 15:56 | 10:57 | 08:06 |
 | Spirit Vessel | 3 | 0.78% | 7.1 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 19:16 | 14:28 | 14:28 | 19:16 | 24:03 | 24:03 | 09:35 | 07:05 |
 | Phase Boots | 1 | 0.26% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Bottle | 1 | 0.26% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Diadem | 1 | 0.26% | 2.9 | 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 |
 | Rod of Atos | 1 | 0.26% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |