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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 | 21 | 10.82% | 100.0 | 85.71% | +40.62% | +14.29% | -5.71% | -1.55% | 44:58 | 33:35 | 37:48 | 45:39 | 50:43 | 59:05 | 12:55 | 09:34 |
 | Cornucopia | 33 | 17.01% | 98.3 | 78.79% | +35.31% | -3.79% | -3.79% | 0.00% | 38:26 | 22:22 | 31:42 | 37:30 | 43:21 | 55:04 | 11:39 | 08:37 |
 | Boots of Bearing | 23 | 11.86% | 96.7 | 73.91% | +27.71% | +26.09% | +9.42% | -1.37% | 38:21 | 24:25 | 31:46 | 36:57 | 43:58 | 54:17 | 12:12 | 09:02 |
 | Void Stone | 69 | 35.57% | 95.0 | 60.87% | +17.67% | +15.60% | +3.84% | -2.48% | 19:33 | 07:26 | 13:52 | 16:22 | 18:36 | 60:19 | 04:44 | 03:30 |
 | Ring of Protection | 64 | 32.99% | 93.3 | 60.94% | +17.09% | -10.94% | +14.06% | 7.01% | 14:43 | -01:29 | 12:06 | 14:02 | 15:40 | 37:16 | 03:34 | 02:38 |
 | Pavise | 57 | 29.38% | 91.7 | 61.40% | +16.87% | +10.03% | +2.89% | -2.63% | 16:46 | 11:12 | 15:23 | 16:37 | 18:06 | 22:54 | 02:43 | 02:00 |
 | Force Staff | 89 | 45.88% | 90.0 | 57.30% | +14.44% | -20.94% | +19.97% | 3.91% | 28:25 | 15:47 | 21:54 | 26:43 | 32:21 | 52:23 | 10:27 | 07:44 |
 | Drum of Endurance | 47 | 24.23% | 88.3 | 61.70% | +16.12% | -11.70% | +4.97% | 1.75% | 24:13 | 14:03 | 17:50 | 22:41 | 27:20 | 51:00 | 09:30 | 07:02 |
 | Solar Crest | 49 | 25.26% | 86.7 | 61.22% | +15.70% | -2.89% | -27.89% | -2.69% | 26:58 | 14:31 | 21:11 | 25:30 | 30:28 | 56:40 | 09:17 | 06:52 |
 | Medallion of Courage | 51 | 26.29% | 85.0 | 60.78% | +15.33% | -14.63% | -14.63% | 0.00% | 22:31 | 10:04 | 15:46 | 20:20 | 25:41 | 56:39 | 09:55 | 07:20 |
 | Blight Stone | 51 | 26.29% | 83.3 | 60.78% | +15.33% | -6.93% | -14.63% | -0.78% | 22:16 | 09:33 | 15:36 | 20:09 | 25:32 | 56:39 | 09:56 | 07:21 |
 | Wind Lace | 126 | 64.95% | 81.7 | 54.76% | +15.05% | +4.62% | +3.30% | -0.12% | 14:16 | 01:59 | 08:31 | 12:43 | 19:25 | 36:08 | 10:54 | 08:04 |
 | Crown | 63 | 32.47% | 80.0 | 58.73% | +13.69% | -8.73% | -21.23% | -1.23% | 22:56 | 09:27 | 16:27 | 21:48 | 26:36 | 56:40 | 10:09 | 07:31 |
 | Magic Wand | 172 | 88.66% | 78.3 | 52.33% | +25.06% | +10.46% | -3.49% | -2.48% | 08:40 | 00:27 | 05:33 | 08:40 | 11:11 | 24:05 | 05:38 | 04:10 |
 | Fluffy Hat | 135 | 69.59% | 76.7 | 53.33% | +12.65% | -0.39% | +8.43% | 1.13% | 17:17 | 04:27 | 11:42 | 14:58 | 19:29 | 49:11 | 07:47 | 05:45 |
 | Arcane Boots | 57 | 29.38% | 75.0 | 57.89% | +11.90% | -0.75% | -0.75% | 0.00% | 14:52 | 06:41 | 11:01 | 12:49 | 15:42 | 40:40 | 04:41 | 03:28 |
 | Chainmail | 57 | 29.38% | 73.3 | 57.89% | +11.90% | -0.75% | -7.89% | -0.73% | 21:03 | 09:33 | 14:58 | 18:38 | 24:46 | 56:39 | 09:48 | 07:15 |
 | Magic Stick | 187 | 96.39% | 71.7 | 50.80% | +36.51% | +0.26% | -6.12% | -1.39% | 02:58 | -01:29 | -01:29 | 02:46 | 06:04 | 16:08 | 07:33 | 05:35 |
 | Glimmer Cape | 58 | 29.90% | 70.0 | 56.90% | +10.58% | -3.57% | +7.39% | 1.13% | 27:56 | 15:40 | 21:50 | 25:36 | 31:31 | 58:52 | 09:41 | 07:10 |
 | Boots of Speed | 194 | 100.00% | 68.3 | 49.48% | +49.48% | -2.54% | -3.65% | -0.39% | 07:40 | -01:29 | 06:16 | 07:36 | 09:08 | 18:39 | 02:52 | 02:07 |
 | Ring of Health | 14 | 7.22% | 66.7 | 71.43% | +23.65% | -46.43% | +28.57% | 3.85% | 36:09 | 19:52 | 24:43 | 30:42 | 44:13 | 60:18 | 19:30 | 14:26 |
 | Tranquil Boots | 69 | 35.57% | 65.0 | 52.17% | +4.17% | +0.77% | -10.99% | -0.97% | 18:36 | 05:19 | 12:04 | 15:41 | 24:11 | 46:43 | 12:07 | 08:58 |
 | Pipe of Insight | 4 | 2.06% | 63.3 | 100.00% | +51.58% | 0.00% | 0.00% | 0.00% | 36:43 | 28:26 | 28:26 | 30:48 | 41:53 | 45:46 | 13:27 | 09:57 |
 | Lotus Orb | 8 | 4.12% | 61.7 | 75.00% | +26.61% | -75.00% | +25.00% | 7.12% | 44:01 | 27:37 | 35:29 | 41:59 | 49:32 | 60:25 | 14:03 | 10:24 |
 | Ghost Scepter | 18 | 9.28% | 60.0 | 55.56% | +6.70% | +4.44% | -30.56% | -3.24% | 30:50 | 18:50 | 26:20 | 28:13 | 37:08 | 43:49 | 10:48 | 08:00 |
 | Ring of Basilius | 18 | 9.28% | 58.3 | 55.56% | +6.70% | +24.44% | -30.56% | -2.43% | 21:01 | 03:02 | 11:02 | 14:39 | 33:41 | 47:53 | 22:39 | 16:46 |
 | Boots of Travel | 3 | 1.55% | 56.7 | 100.00% | +51.31% | 0.00% | 0.00% | 0.00% | 46:40 | 38:34 | 38:34 | 47:04 | 54:22 | 54:22 | 15:48 | 11:42 |
 | Linken's Sphere | 3 | 1.55% | 55.0 | 100.00% | +51.31% | 0.00% | 0.00% | 0.00% | 40:28 | 30:20 | 30:20 | 37:16 | 53:49 | 53:49 | 23:29 | 17:23 |
 | Headdress | 12 | 6.19% | 53.3 | 58.33% | +9.43% | -25.00% | +41.67% | 6.39% | 23:15 | 13:32 | 15:10 | 19:15 | 25:36 | 45:16 | 10:26 | 07:43 |
 | Dragon Lance | 6 | 3.09% | 51.7 | 66.67% | +17.73% | +33.33% | +33.33% | 0.00% | 36:01 | 26:25 | 32:02 | 32:34 | 35:58 | 56:02 | 03:56 | 02:54 |
 | Wraith Band | 9 | 4.64% | 50.0 | 55.56% | +6.37% | -55.56% | -5.56% | 3.12% | 23:17 | 08:15 | 10:54 | 25:11 | 26:55 | 41:28 | 16:01 | 11:51 |
 | Guardian Greaves | 4 | 2.06% | 48.3 | 75.00% | +26.05% | +25.00% | +25.00% | 0.00% | 29:49 | 23:45 | 23:45 | 24:29 | 30:44 | 40:17 | 06:59 | 05:10 |
 | Hurricane Pike | 4 | 2.06% | 46.7 | 75.00% | +26.05% | +25.00% | +25.00% | 0.00% | 44:33 | 32:59 | 32:59 | 43:33 | 45:09 | 56:30 | 12:10 | 09:00 |
 | Bracer | 7 | 3.61% | 45.0 | 57.14% | +7.94% | -7.14% | +42.86% | 0.00% | 15:14 | 04:59 | 07:54 | 13:59 | 17:10 | 30:10 | 09:16 | 06:51 |
 | Buckler | 7 | 3.61% | 43.3 | 57.14% | +7.94% | -7.14% | -7.14% | 0.00% | 33:00 | 20:58 | 24:20 | 35:01 | 35:20 | 47:53 | 11:00 | 08:08 |
 | Scythe of Vyse | 2 | 1.03% | 41.7 | 100.00% | +51.04% | 0.00% | 0.00% | 0.00% | 40:46 | 35:07 | 35:07 | 46:24 | 46:24 | 46:24 | 11:17 | 08:21 |
 | Veil of Discord | 11 | 5.67% | 40.0 | 45.45% | -4.28% | +54.55% | -45.45% | -28.30% | 20:45 | 11:46 | 15:09 | 17:07 | 18:41 | 44:34 | 03:32 | 02:37 |
 | Power Treads | 8 | 4.12% | 38.3 | 50.00% | +0.54% | +50.00% | 0.00% | -3.93% | 22:11 | 10:38 | 12:02 | 17:10 | 24:45 | 46:57 | 12:43 | 09:25 |
 | Sange | 5 | 2.58% | 36.7 | 60.00% | +10.79% | -60.00% | +40.00% | 0.00% | 30:59 | 27:30 | 27:30 | 31:50 | 33:33 | 34:05 | 06:03 | 04:28 |
 | Morbid Mask | 5 | 2.58% | 35.0 | 60.00% | +10.79% | +40.00% | -60.00% | 0.00% | 37:58 | 34:17 | 34:17 | 35:20 | 37:16 | 47:53 | 02:59 | 02:12 |
 | Vladmir's Offering | 5 | 2.58% | 33.3 | 60.00% | +10.79% | -60.00% | -60.00% | 0.00% | 38:09 | 35:02 | 35:02 | 35:20 | 37:25 | 47:53 | 02:23 | 01:45 |
 | Heaven's Halberd | 3 | 1.55% | 31.7 | 66.67% | +17.46% | -66.67% | 0.00% | 0.00% | 35:17 | 34:38 | 34:38 | 35:29 | 35:43 | 35:43 | 01:05 | 00:48 |
 | Mekansm | 8 | 4.12% | 30.0 | 37.50% | -12.50% | -37.50% | +12.50% | 7.85% | 21:50 | 16:21 | 18:21 | 21:19 | 24:43 | 26:41 | 06:22 | 04:42 |
 | Quelling Blade | 4 | 2.06% | 28.3 | 50.00% | +0.53% | -50.00% | -50.00% | 0.00% | 21:13 | 09:23 | 09:23 | 22:51 | 24:07 | 28:30 | 14:44 | 10:54 |
 | Aghanim's Blessing | 1 | 0.52% | 26.7 | 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 |
 | Blink Dagger | 1 | 0.52% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.52% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 1.03% | 21.7 | 50.00% | +0.52% | -50.00% | 0.00% | 0.00% | 23:41 | 20:55 | 20:55 | 26:27 | 26:27 | 26:27 | 05:32 | 04:05 |
 | Aeon Disk | 2 | 1.03% | 20.0 | 50.00% | +0.52% | +50.00% | 0.00% | 0.00% | 38:43 | 29:41 | 29:41 | 47:45 | 47:45 | 47:45 | 18:04 | 13:22 |
 | Aghanim's Scepter | 2 | 1.03% | 18.3 | 50.00% | +0.52% | +50.00% | 0.00% | 0.00% | 47:33 | 37:42 | 37:42 | 57:24 | 57:24 | 57:24 | 19:42 | 14:35 |
 | Aghanim's Shard | 2 | 1.03% | 16.7 | 50.00% | +0.52% | +50.00% | 0.00% | 0.00% | 35:21 | 18:40 | 18:40 | 52:02 | 52:02 | 52:02 | 33:22 | 24:42 |
 | Spirit Vessel | 3 | 1.55% | 15.0 | 33.33% | -16.41% | +66.67% | 0.00% | 0.00% | 20:39 | 18:37 | 18:37 | 19:16 | 24:03 | 24:03 | 05:26 | 04:01 |
 | Urn of Shadows | 3 | 1.55% | 13.3 | 33.33% | -16.41% | -33.33% | 0.00% | 0.00% | 12:57 | 11:28 | 11:28 | 11:47 | 15:36 | 15:36 | 04:08 | 03:03 |
 | Aether Lens | 1 | 0.52% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.52% | 10.0 | 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 |
 | Eul's Scepter of Divinity | 2 | 1.03% | 8.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 39:37 | 26:55 | 26:55 | 52:19 | 52:19 | 52:19 | 25:24 | 18:48 |
 | Null Talisman | 1 | 0.52% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 00:00 | 00:00 |
 | Diadem | 1 | 0.52% | 5.0 | 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 |
 | Javelin | 1 | 0.52% | 3.3 | 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 |
 | Black King Bar | 1 | 0.52% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 00:00 | 00:00 |