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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 | |
 | Linken's Sphere | 9 | 11.25% | 100.0 | 88.89% | +42.41% | +11.11% | +11.11% | 0.00% | 32:30 | 22:06 | 24:22 | 31:43 | 36:55 | 46:42 | 12:33 | 09:17 |
 | Satanic | 23 | 28.75% | 97.6 | 73.91% | +31.80% | -7.24% | -7.24% | 0.00% | 34:20 | 23:37 | 30:33 | 33:03 | 35:23 | 52:13 | 04:50 | 03:34 |
 | Eye of Skadi | 32 | 40.00% | 95.2 | 68.75% | +29.17% | +18.75% | -6.25% | -5.07% | 28:10 | 21:05 | 24:51 | 26:57 | 29:47 | 41:14 | 04:56 | 03:39 |
 | Daedalus | 23 | 28.75% | 92.9 | 65.22% | +19.61% | +18.11% | -15.22% | -5.83% | 29:33 | 20:27 | 26:24 | 29:08 | 32:07 | 40:09 | 05:43 | 04:14 |
 | Mask of Madness | 69 | 86.25% | 90.5 | 53.62% | +17.26% | +5.20% | -18.33% | -15.69% | 09:51 | 07:19 | 09:01 | 09:43 | 10:31 | 12:39 | 01:30 | 01:06 |
 | Quelling Blade | 71 | 88.75% | 88.1 | 52.11% | +7.67% | +14.56% | +3.45% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Morbid Mask | 71 | 88.75% | 85.7 | 52.11% | +7.67% | +9.00% | -18.78% | -16.84% | 08:16 | 05:18 | 06:48 | 07:37 | 08:27 | 32:25 | 01:39 | 01:13 |
 | Dragon Lance | 80 | 100.00% | 83.3 | 51.25% | +51.25% | +13.75% | -16.25% | -16.67% | 12:46 | 08:47 | 11:50 | 12:35 | 13:38 | 22:32 | 01:48 | 01:20 |
 | Boots of Speed | 80 | 100.00% | 81.0 | 51.25% | +51.25% | -16.25% | +3.75% | 12.63% | 04:09 | 00:42 | 03:15 | 04:08 | 04:50 | 08:14 | 01:35 | 01:10 |
 | Power Treads | 80 | 100.00% | 78.6 | 51.25% | +51.25% | +18.75% | -16.25% | -24.71% | 05:56 | 03:21 | 05:07 | 05:42 | 06:32 | 09:59 | 01:25 | 01:02 |
 | Black King Bar | 75 | 93.75% | 76.2 | 50.67% | -9.33% | +23.01% | -19.09% | -20.21% | 18:31 | 14:32 | 17:13 | 17:52 | 19:18 | 32:04 | 02:05 | 01:32 |
 | Magic Stick | 62 | 77.50% | 73.8 | 50.00% | -5.56% | +18.75% | -3.33% | -22.08% | 01:19 | -01:29 | -01:29 | -01:29 | 02:03 | 15:15 | 03:32 | 02:37 |
 | Crystalys | 53 | 66.25% | 71.4 | 50.94% | -0.91% | +18.29% | -12.48% | -6.39% | 23:49 | 15:21 | 20:57 | 22:38 | 25:46 | 40:20 | 04:49 | 03:34 |
 | Magic Wand | 57 | 71.25% | 69.0 | 49.12% | -7.40% | +8.02% | -6.26% | -2.42% | 06:41 | 01:37 | 03:08 | 05:44 | 09:02 | 17:34 | 05:54 | 04:22 |
 | Aghanim's Shard | 44 | 55.00% | 66.7 | 50.00% | -2.78% | +13.64% | -22.73% | -6.34% | 26:40 | 20:06 | 23:09 | 26:02 | 28:53 | 37:49 | 05:44 | 04:14 |
 | Force Staff | 15 | 18.75% | 64.3 | 60.00% | +10.77% | -35.00% | +15.00% | 4.69% | 34:20 | 18:26 | 27:57 | 33:52 | 38:37 | 49:19 | 10:40 | 07:54 |
 | Fluffy Hat | 15 | 18.75% | 61.9 | 60.00% | +10.77% | -35.00% | +15.00% | 4.68% | 34:19 | 18:25 | 27:56 | 33:51 | 38:37 | 49:19 | 10:41 | 07:54 |
 | Void Stone | 13 | 16.25% | 59.5 | 61.54% | +12.29% | +38.46% | -28.21% | 0.00% | 36:36 | 21:46 | 26:08 | 36:43 | 43:44 | 54:19 | 17:36 | 13:02 |
 | Ring of Health | 13 | 16.25% | 57.1 | 61.54% | +12.29% | +38.46% | -61.54% | 0.00% | 38:28 | 21:45 | 25:42 | 36:43 | 46:26 | 1:09:48 | 20:44 | 15:21 |
 | Manta Style | 20 | 25.00% | 54.8 | 55.00% | +5.00% | +5.00% | -15.00% | -2.82% | 20:21 | 15:30 | 16:42 | 18:44 | 23:47 | 28:24 | 07:05 | 05:14 |
 | Hurricane Pike | 14 | 17.50% | 52.4 | 57.14% | +7.14% | -32.14% | +42.86% | 6.50% | 34:47 | 18:42 | 28:12 | 33:54 | 39:44 | 49:36 | 11:32 | 08:32 |
 | Butterfly | 17 | 21.25% | 50.0 | 52.94% | +2.15% | -2.94% | -2.94% | 0.00% | 35:26 | 22:12 | 28:53 | 36:38 | 37:48 | 1:03:08 | 08:55 | 06:36 |
 | Yasha | 23 | 28.75% | 47.6 | 47.83% | -4.80% | -14.50% | +2.17% | 6.45% | 16:11 | 12:20 | 13:21 | 14:51 | 15:56 | 27:38 | 02:35 | 01:54 |
 | Ring of Protection | 2 | 2.50% | 45.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:38 | 35:03 | 35:03 | 46:13 | 46:13 | 46:13 | 11:10 | 08:16 |
 | Shadow Blade | 8 | 10.00% | 42.9 | 50.00% | -1.39% | +50.00% | -50.00% | 0.00% | 30:35 | 22:40 | 23:35 | 24:32 | 31:10 | 47:47 | 07:35 | 05:37 |
 | Silver Edge | 6 | 7.50% | 40.5 | 50.00% | -1.35% | +50.00% | -50.00% | 0.00% | 27:53 | 23:10 | 23:35 | 24:29 | 30:35 | 40:20 | 07:00 | 05:11 |
 | Monkey King Bar | 4 | 5.00% | 38.1 | 50.00% | -1.32% | +50.00% | +50.00% | 0.00% | 35:58 | 25:08 | 25:08 | 30:55 | 41:06 | 46:41 | 15:58 | 11:49 |
 | Wraith Band | 4 | 5.00% | 35.7 | 50.00% | -1.32% | +50.00% | -50.00% | 0.00% | 03:02 | 01:45 | 01:45 | 02:03 | 02:24 | 05:55 | 00:39 | 00:28 |
 | Javelin | 4 | 5.00% | 33.3 | 50.00% | -1.32% | +50.00% | +50.00% | 0.00% | 35:10 | 24:53 | 24:53 | 29:37 | 40:46 | 45:22 | 15:53 | 11:45 |
 | Assault Cuirass | 1 | 1.25% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Buckler | 1 | 1.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.25% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |
 | Wind Lace | 2 | 2.50% | 23.8 | 50.00% | -1.28% | +50.00% | 0.00% | 0.00% | 11:22 | 08:57 | 08:57 | 13:46 | 13:46 | 13:46 | 04:49 | 03:34 |
 | Refresher Orb | 6 | 7.50% | 21.4 | 16.67% | -37.38% | -16.67% | -16.67% | 0.00% | 53:55 | 40:12 | 46:31 | 48:57 | 1:03:42 | 1:09:48 | 17:11 | 12:43 |
 | Divine Rapier | 1 | 1.25% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.25% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Aghanim's Scepter | 4 | 5.00% | 11.9 | 0.00% | -53.95% | 0.00% | 0.00% | 0.00% | 44:11 | 36:49 | 36:49 | 39:31 | 41:18 | 59:07 | 04:29 | 03:19 |
 | Moon Shard | 1 | 1.25% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.25% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.50% | 2.4 | 0.00% | -52.56% | 0.00% | 0.00% | 0.00% | 50:02 | 47:42 | 47:42 | 52:22 | 52:22 | 52:22 | 04:40 | 03:27 |