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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 | |
 | Kaya and Sange | 8 | 23.53% | 100.0 | 87.50% | +45.19% | -37.50% | +12.50% | 2.67% | 27:00 | 15:06 | 16:03 | 28:16 | 34:48 | 41:13 | 18:45 | 13:53 |
 | Black King Bar | 20 | 58.82% | 97.8 | 70.00% | +41.43% | -10.00% | +10.00% | 2.10% | 27:12 | 15:54 | 19:35 | 21:33 | 29:07 | 1:01:12 | 09:32 | 07:03 |
 | Quelling Blade | 9 | 26.47% | 95.7 | 77.78% | +33.78% | +22.22% | +22.22% | 0.00% | 02:31 | -01:29 | -01:29 | -01:29 | 07:12 | 15:30 | 08:41 | 06:25 |
 | Wind Lace | 22 | 64.71% | 93.5 | 63.64% | +30.31% | +3.03% | -3.64% | -1.15% | 09:20 | -01:29 | 05:44 | 08:00 | 11:31 | 25:26 | 05:47 | 04:17 |
 | Kaya | 11 | 32.35% | 91.3 | 72.73% | +29.25% | -6.06% | -6.06% | 0.00% | 25:04 | 12:22 | 14:43 | 24:20 | 31:19 | 42:30 | 16:36 | 12:17 |
 | Mekansm | 22 | 64.71% | 89.1 | 59.09% | +17.42% | +24.24% | -19.09% | -19.70% | 11:50 | 07:54 | 10:47 | 11:27 | 12:59 | 16:09 | 02:12 | 01:37 |
 | Ring of Protection | 22 | 64.71% | 87.0 | 59.09% | +17.42% | +24.24% | -19.09% | -13.40% | 12:53 | -01:29 | 11:48 | 13:10 | 15:02 | 24:01 | 03:14 | 02:23 |
 | Guardian Greaves | 22 | 64.71% | 84.8 | 59.09% | +17.42% | +40.91% | -39.09% | -15.00% | 17:21 | 12:15 | 14:23 | 16:44 | 19:43 | 25:02 | 05:20 | 03:57 |
 | Headdress | 22 | 64.71% | 82.6 | 59.09% | +17.42% | +24.24% | -19.09% | -13.33% | 09:13 | 03:23 | 07:46 | 09:08 | 11:01 | 15:52 | 03:15 | 02:24 |
 | Buckler | 22 | 64.71% | 80.4 | 59.09% | +17.42% | +40.91% | -19.09% | -13.58% | 14:56 | 10:45 | 12:15 | 13:32 | 16:40 | 24:01 | 04:25 | 03:16 |
 | Arcane Boots | 22 | 64.71% | 78.3 | 59.09% | +17.42% | +24.24% | -19.09% | -20.47% | 06:56 | 04:16 | 05:38 | 06:42 | 07:45 | 11:23 | 02:07 | 01:34 |
 | Shiva's Guard | 8 | 23.53% | 76.1 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 33:36 | 28:59 | 29:35 | 30:53 | 33:07 | 48:24 | 03:32 | 02:37 |
 | Wraith Band | 18 | 52.94% | 73.9 | 61.11% | +17.36% | +18.89% | -11.11% | -17.14% | 03:42 | -01:29 | 01:49 | 02:43 | 03:34 | 22:17 | 01:45 | 01:17 |
 | Ring of Health | 10 | 29.41% | 71.7 | 70.00% | +24.17% | -36.67% | -20.00% | 2.81% | 18:29 | 11:19 | 14:30 | 17:48 | 20:26 | 29:31 | 05:56 | 04:23 |
 | Sange | 14 | 41.18% | 69.6 | 64.29% | +19.29% | -14.29% | -30.96% | -0.88% | 28:07 | 15:06 | 18:00 | 27:55 | 36:52 | 41:00 | 18:52 | 13:58 |
 | Boots of Speed | 34 | 100.00% | 67.4 | 52.94% | +52.94% | +13.73% | -15.44% | -16.21% | 04:04 | 01:23 | 03:07 | 03:48 | 04:55 | 09:17 | 01:48 | 01:20 |
 | Chainmail | 32 | 94.12% | 65.2 | 53.13% | +3.13% | +9.37% | -15.63% | -6.98% | 09:14 | 04:44 | 06:54 | 08:54 | 10:29 | 19:45 | 03:35 | 02:39 |
 | Magic Stick | 28 | 82.35% | 63.0 | 53.57% | +3.57% | +17.86% | -25.00% | -7.99% | 03:54 | -01:29 | 01:28 | 02:31 | 06:50 | 10:44 | 05:22 | 03:58 |
 | Magic Wand | 31 | 91.18% | 60.9 | 51.61% | -15.06% | +10.89% | -14.11% | -4.00% | 05:38 | -01:30 | 02:35 | 05:32 | 08:50 | 18:51 | 06:15 | 04:37 |
 | Void Stone | 11 | 32.35% | 58.7 | 63.64% | +15.81% | -30.31% | -30.31% | 0.00% | 25:28 | 12:27 | 13:54 | 24:24 | 27:26 | 50:11 | 13:32 | 10:01 |
 | Aghanim's Shard | 11 | 32.35% | 56.5 | 63.64% | +15.81% | +3.03% | +3.03% | 0.00% | 25:54 | 18:50 | 20:25 | 26:53 | 28:03 | 34:38 | 07:38 | 05:39 |
 | Pipe of Insight | 5 | 14.71% | 54.3 | 80.00% | +31.72% | -80.00% | +20.00% | 0.00% | 20:12 | 17:49 | 17:49 | 20:20 | 20:52 | 24:02 | 03:03 | 02:15 |
 | Blink Dagger | 9 | 26.47% | 52.2 | 55.56% | +3.56% | +44.44% | +44.44% | 0.00% | 28:35 | 18:45 | 22:06 | 28:06 | 32:19 | 37:09 | 10:13 | 07:34 |
 | Lotus Orb | 4 | 11.76% | 50.0 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 25:09 | 20:27 | 20:27 | 22:50 | 27:29 | 29:48 | 07:02 | 05:12 |
 | Overwhelming Blink | 2 | 5.88% | 47.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:12 | 34:26 | 34:26 | 43:57 | 43:57 | 43:57 | 09:31 | 07:02 |
 | Eul's Scepter of Divinity | 5 | 14.71% | 45.7 | 60.00% | +8.28% | +40.00% | +40.00% | 0.00% | 18:47 | 12:49 | 12:49 | 14:46 | 24:49 | 26:54 | 12:00 | 08:53 |
 | Hood of Defiance | 5 | 14.71% | 43.5 | 60.00% | +8.28% | +40.00% | +40.00% | 0.00% | 14:32 | 11:29 | 11:29 | 14:30 | 16:01 | 18:53 | 04:32 | 03:21 |
 | Phase Boots | 9 | 26.47% | 41.3 | 44.44% | -11.56% | +55.56% | -44.44% | -65.22% | 07:00 | 05:39 | 05:53 | 07:16 | 07:25 | 08:14 | 01:32 | 01:08 |
 | Heaven's Halberd | 6 | 17.65% | 39.1 | 50.00% | -3.57% | 0.00% | -50.00% | 0.00% | 31:55 | 20:07 | 29:26 | 30:10 | 39:18 | 41:24 | 09:52 | 07:18 |
 | Bottle | 7 | 20.59% | 37.0 | 42.86% | -12.70% | -42.86% | -42.86% | 0.00% | 01:29 | 01:15 | 01:22 | 01:23 | 01:27 | 01:56 | 00:05 | 00:03 |
 | Refresher Orb | 1 | 2.94% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 5.88% | 32.6 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 12:13 | 11:50 | 11:50 | 12:35 | 12:35 | 12:35 | 00:45 | 00:33 |
 | Force Staff | 2 | 5.88% | 30.4 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 39:46 | 39:25 | 39:25 | 40:07 | 40:07 | 40:07 | 00:42 | 00:31 |
 | Scythe of Vyse | 2 | 5.88% | 28.3 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 46:37 | 43:02 | 43:02 | 50:11 | 50:11 | 50:11 | 07:09 | 05:17 |
 | Urn of Shadows | 2 | 5.88% | 26.1 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 07:59 | 06:28 | 06:28 | 09:30 | 09:30 | 09:30 | 03:02 | 02:14 |
 | Crown | 2 | 5.88% | 23.9 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 11:34 | 10:33 | 10:33 | 12:35 | 12:35 | 12:35 | 02:02 | 01:30 |
 | Null Talisman | 2 | 5.88% | 21.7 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 03:49 | 03:41 | 03:41 | 03:56 | 03:56 | 03:56 | 00:15 | 00:11 |
 | Power Treads | 2 | 5.88% | 19.6 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 07:49 | 07:03 | 07:03 | 08:35 | 08:35 | 08:35 | 01:32 | 01:08 |
 | Falcon Blade | 3 | 8.82% | 17.4 | 33.33% | -21.51% | +66.67% | 0.00% | 0.00% | 05:26 | 03:35 | 03:35 | 03:37 | 09:05 | 09:05 | 05:30 | 04:04 |
 | Fluffy Hat | 4 | 11.76% | 15.2 | 25.00% | -31.67% | -25.00% | -25.00% | 0.00% | 06:49 | 01:10 | 01:10 | 03:06 | 07:16 | 15:44 | 06:06 | 04:31 |
 | Drum of Endurance | 1 | 2.94% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Blade Mail | 1 | 2.94% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.94% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.94% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 5.88% | 4.3 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 32:18 | 23:56 | 23:56 | 40:40 | 40:40 | 40:40 | 16:44 | 12:23 |
 | Boots of Bearing | 1 | 2.94% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |