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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 | |
 | Magic Wand | 19 | 57.58% | 100.0 | 84.21% | +41.35% | -4.21% | -4.21% | 0.00% | 10:26 | -01:29 | 08:04 | 11:19 | 12:54 | 19:36 | 04:50 | 03:34 |
 | Blink Dagger | 33 | 100.00% | 97.7 | 66.67% | +66.67% | -4.17% | -16.67% | -1.80% | 15:24 | 09:27 | 11:16 | 15:04 | 18:13 | 30:14 | 06:57 | 05:08 |
 | Boots of Speed | 33 | 100.00% | 95.3 | 66.67% | +66.67% | +20.83% | +8.33% | -3.59% | 02:35 | -01:29 | -01:29 | 03:50 | 04:58 | 09:50 | 06:27 | 04:46 |
 | Wind Lace | 21 | 63.64% | 93.0 | 71.43% | +13.10% | -31.43% | +28.57% | 10.32% | 05:44 | -01:29 | 02:05 | 05:17 | 07:54 | 19:37 | 05:49 | 04:18 |
 | Power Treads | 13 | 39.39% | 90.7 | 76.92% | +16.92% | +23.08% | +23.08% | 0.00% | 07:21 | 06:08 | 06:28 | 06:45 | 07:12 | 13:37 | 00:44 | 00:32 |
 | Magic Stick | 32 | 96.97% | 88.4 | 65.63% | -34.37% | +9.37% | -15.63% | -4.64% | 05:20 | 00:24 | 02:20 | 03:31 | 07:43 | 13:12 | 05:23 | 03:59 |
 | Force Staff | 10 | 30.30% | 86.0 | 80.00% | +19.13% | +20.00% | -80.00% | -18.81% | 28:53 | 24:31 | 25:50 | 26:36 | 31:09 | 39:42 | 05:19 | 03:56 |
 | Fluffy Hat | 12 | 36.36% | 83.7 | 75.00% | +13.10% | +25.00% | -41.67% | -12.46% | 22:31 | 18:35 | 18:53 | 21:57 | 24:14 | 27:54 | 05:21 | 03:57 |
 | Black King Bar | 12 | 36.36% | 81.4 | 75.00% | +13.10% | +25.00% | -41.67% | -29.20% | 25:52 | 23:41 | 24:32 | 24:49 | 26:49 | 29:00 | 02:17 | 01:41 |
 | Quelling Blade | 16 | 48.48% | 79.1 | 68.75% | +4.04% | -18.75% | -18.75% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Tranquil Boots | 16 | 48.48% | 76.7 | 68.75% | +4.04% | -18.75% | +6.25% | 7.35% | 08:36 | 05:13 | 05:45 | 07:37 | 09:09 | 20:01 | 03:24 | 02:31 |
 | Echo Sabre | 15 | 45.45% | 74.4 | 66.67% | 0.00% | -16.67% | -16.67% | 0.00% | 18:22 | 12:48 | 17:49 | 18:29 | 19:46 | 21:47 | 01:57 | 01:26 |
 | Bottle | 15 | 45.45% | 72.1 | 66.67% | 0.00% | +8.33% | +8.33% | 0.00% | 01:27 | 00:50 | 01:17 | 01:25 | 01:42 | 01:48 | 00:25 | 00:18 |
 | Void Stone | 6 | 18.18% | 69.8 | 83.33% | +20.37% | +16.67% | +16.67% | 0.00% | 27:21 | 17:57 | 27:30 | 28:26 | 30:04 | 31:08 | 02:34 | 01:54 |
 | Eul's Scepter of Divinity | 6 | 18.18% | 67.4 | 83.33% | +20.37% | -33.33% | +16.67% | 9.77% | 31:32 | 23:28 | 28:42 | 31:06 | 33:49 | 40:16 | 05:07 | 03:47 |
 | Ring of Protection | 8 | 24.24% | 65.1 | 75.00% | +11.00% | +25.00% | -25.00% | -1.79% | 20:54 | 05:29 | 06:28 | 15:56 | 34:24 | 40:24 | 27:56 | 20:41 |
 | Silver Edge | 5 | 15.15% | 62.8 | 80.00% | +15.71% | +20.00% | -80.00% | -9.80% | 31:29 | 23:07 | 23:07 | 32:33 | 33:19 | 39:25 | 10:12 | 07:33 |
 | Shadow Blade | 5 | 15.15% | 60.5 | 80.00% | +15.71% | +20.00% | +20.00% | 0.00% | 29:08 | 19:24 | 19:24 | 31:56 | 32:06 | 33:11 | 12:42 | 09:24 |
 | Crystalys | 6 | 18.18% | 58.1 | 66.67% | 0.00% | +33.33% | -66.67% | -7.41% | 29:39 | 22:04 | 22:11 | 28:54 | 35:41 | 39:22 | 13:30 | 10:00 |
 | Soul Ring | 4 | 12.12% | 55.8 | 75.00% | +9.48% | +25.00% | +25.00% | 0.00% | 10:30 | 06:17 | 06:17 | 07:55 | 09:53 | 17:56 | 03:36 | 02:40 |
 | Morbid Mask | 2 | 6.06% | 53.5 | 100.00% | +35.48% | 0.00% | 0.00% | 0.00% | 37:27 | 36:36 | 36:36 | 38:18 | 38:18 | 38:18 | 01:42 | 01:15 |
 | Aghanim's Shard | 5 | 15.15% | 51.2 | 60.00% | -7.86% | +40.00% | -60.00% | -6.78% | 25:43 | 15:06 | 15:06 | 24:12 | 29:51 | 40:59 | 14:45 | 10:55 |
 | Assault Cuirass | 3 | 9.09% | 48.8 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 37:48 | 35:28 | 35:28 | 36:52 | 41:03 | 41:03 | 05:35 | 04:08 |
 | Buckler | 3 | 9.09% | 46.5 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 36:59 | 34:24 | 34:24 | 36:08 | 40:24 | 40:24 | 06:00 | 04:26 |
 | Aghanim's Scepter | 3 | 9.09% | 44.2 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 27:46 | 25:29 | 25:29 | 26:42 | 31:06 | 31:06 | 05:37 | 04:09 |
 | Chainmail | 3 | 9.09% | 41.9 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 14:22 | 05:22 | 05:22 | 05:55 | 31:50 | 31:50 | 26:28 | 19:36 |
 | Wraith Band | 1 | 3.03% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Wind Waker | 1 | 3.03% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 3.03% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Swift Blink | 1 | 3.03% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.03% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.03% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Satanic | 1 | 3.03% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Crown | 1 | 3.03% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Witch Blade | 1 | 3.03% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Moon Shard | 2 | 6.06% | 18.6 | 50.00% | -17.74% | +50.00% | 0.00% | 0.00% | 39:03 | 29:01 | 29:01 | 49:04 | 49:04 | 49:04 | 20:03 | 14:51 |
 | Phase Boots | 2 | 6.06% | 16.3 | 50.00% | -17.74% | -50.00% | 0.00% | 0.00% | 06:37 | 06:33 | 06:33 | 06:41 | 06:41 | 06:41 | 00:08 | 00:05 |
 | Sange | 1 | 3.03% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.03% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.03% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.03% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.03% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.03% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 00:00 | 00:00 |