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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 | |
 | Wraith Band | 18 | 28.13% | 100.0 | 72.22% | +30.92% | +7.78% | +2.78% | -5.00% | -00:40 | -01:29 | -01:23 | -01:18 | -01:16 | 06:16 | 00:07 | 00:05 |
 | Ring of Aquila | 18 | 28.13% | 97.2 | 72.22% | +30.92% | -32.22% | +2.78% | 35.00% | 03:22 | 02:15 | 02:43 | 03:01 | 03:42 | 06:39 | 00:59 | 00:43 |
 | Octarine Core | 22 | 34.38% | 94.4 | 63.64% | +20.78% | +19.69% | -3.64% | -7.78% | 35:52 | 26:09 | 33:33 | 35:00 | 36:33 | 52:40 | 03:00 | 02:13 |
 | Aghanim's Scepter | 55 | 85.94% | 91.7 | 54.55% | +32.33% | +24.02% | -11.69% | -8.64% | 22:48 | 15:56 | 20:39 | 22:52 | 24:47 | 29:06 | 04:08 | 03:03 |
 | Ring of Protection | 33 | 51.56% | 88.9 | 57.58% | +15.64% | -7.58% | +4.92% | 12.50% | 02:10 | -01:18 | 01:48 | 02:13 | 02:42 | 04:54 | 00:54 | 00:40 |
 | Ring of Basilius | 33 | 51.56% | 86.1 | 57.58% | +15.64% | -45.08% | +17.42% | 50.00% | 02:49 | 01:25 | 02:06 | 02:24 | 03:21 | 05:15 | 01:15 | 00:55 |
 | Boots of Speed | 64 | 100.00% | 83.3 | 50.00% | +50.00% | +6.25% | +6.25% | 0.00% | 03:17 | 01:08 | 02:08 | 03:07 | 04:00 | 08:56 | 01:52 | 01:22 |
 | Wind Lace | 53 | 82.81% | 80.6 | 50.94% | +5.49% | +10.60% | +2.91% | -2.73% | 11:53 | 00:58 | 10:40 | 11:58 | 13:29 | 19:30 | 02:49 | 02:05 |
 | Hand of Midas | 60 | 93.75% | 77.8 | 48.33% | -26.67% | +5.00% | -1.66% | -3.10% | 10:15 | 06:31 | 08:43 | 09:32 | 10:52 | 19:53 | 02:09 | 01:35 |
 | Drum of Endurance | 47 | 73.44% | 75.0 | 48.94% | -4.00% | +17.73% | +1.06% | -5.75% | 13:07 | 09:29 | 11:27 | 12:51 | 14:21 | 19:01 | 02:54 | 02:08 |
 | Bracer | 47 | 73.44% | 72.2 | 48.94% | -4.00% | +17.73% | +1.06% | -6.90% | 11:43 | 06:20 | 10:48 | 11:39 | 13:13 | 15:11 | 02:25 | 01:47 |
 | Blink Dagger | 40 | 62.50% | 69.4 | 50.00% | 0.00% | 0.00% | -20.00% | -4.23% | 25:49 | 16:09 | 23:01 | 25:16 | 27:45 | 39:42 | 04:44 | 03:30 |
 | Black King Bar | 24 | 37.50% | 66.7 | 54.17% | +6.67% | +12.50% | -37.50% | -9.40% | 32:17 | 23:17 | 28:43 | 31:22 | 34:02 | 47:21 | 05:19 | 03:56 |
 | Void Stone | 24 | 37.50% | 63.9 | 54.17% | +6.67% | +12.50% | -4.17% | -1.60% | 29:52 | 12:50 | 23:55 | 30:02 | 34:21 | 45:32 | 10:26 | 07:43 |
 | Null Talisman | 44 | 68.75% | 61.1 | 40.91% | -29.09% | +22.73% | +4.54% | -18.19% | -01:22 | -01:29 | -01:26 | -01:21 | -01:19 | -01:15 | 00:07 | 00:05 |
 | Ring of Health | 17 | 26.56% | 58.3 | 47.06% | -4.00% | +52.94% | +2.94% | -8.20% | 32:52 | 23:31 | 28:36 | 30:45 | 34:42 | 47:04 | 06:06 | 04:31 |
 | Eul's Scepter of Divinity | 6 | 9.38% | 55.6 | 66.67% | +18.39% | -66.67% | +33.33% | 0.00% | 21:20 | 14:04 | 19:11 | 19:30 | 24:13 | 30:56 | 05:02 | 03:43 |
 | Linken's Sphere | 13 | 20.31% | 52.8 | 46.15% | -4.83% | +53.85% | +20.52% | 0.00% | 30:43 | 24:39 | 28:36 | 30:44 | 32:25 | 35:41 | 03:49 | 02:49 |
 | Magic Stick | 27 | 42.19% | 50.0 | 37.04% | -22.42% | -8.47% | -8.47% | 0.00% | 05:15 | -01:26 | 02:22 | 03:40 | 07:06 | 17:38 | 04:44 | 03:30 |
 | Force Staff | 7 | 10.94% | 47.2 | 57.14% | +8.02% | -7.14% | +42.86% | 0.00% | 19:56 | 15:47 | 16:50 | 19:57 | 21:03 | 24:27 | 04:13 | 03:07 |
 | Scythe of Vyse | 5 | 7.81% | 44.4 | 60.00% | +10.85% | +40.00% | +40.00% | 0.00% | 41:10 | 38:04 | 38:04 | 41:38 | 42:42 | 43:27 | 04:38 | 03:25 |
 | Phase Boots | 13 | 20.31% | 41.7 | 38.46% | -14.48% | +28.21% | -38.46% | 0.00% | 05:42 | 03:19 | 04:13 | 05:53 | 06:21 | 08:05 | 02:08 | 01:34 |
 | Magic Wand | 20 | 31.25% | 38.9 | 30.00% | -29.09% | -10.00% | -10.00% | 0.00% | 06:58 | -01:26 | 03:12 | 07:01 | 09:36 | 17:38 | 06:24 | 04:44 |
 | Orchid Malevolence | 4 | 6.25% | 36.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 19:34 | 17:24 | 17:24 | 18:09 | 20:20 | 22:23 | 02:56 | 02:10 |
 | Crystalys | 1 | 1.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.56% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 7.81% | 27.8 | 40.00% | -10.85% | -40.00% | -40.00% | 0.00% | 08:53 | 07:12 | 07:12 | 08:19 | 10:04 | 10:34 | 02:52 | 02:07 |
 | Refresher Orb | 6 | 9.38% | 25.0 | 33.33% | -18.39% | -33.33% | -33.33% | 0.00% | 49:14 | 42:25 | 45:33 | 45:35 | 52:57 | 1:01:51 | 07:24 | 05:28 |
 | Assault Cuirass | 2 | 3.13% | 22.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 44:29 | 41:29 | 41:29 | 47:28 | 47:28 | 47:28 | 05:59 | 04:25 |
 | Chainmail | 2 | 3.13% | 19.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 44:00 | 40:47 | 40:47 | 47:12 | 47:12 | 47:12 | 06:25 | 04:45 |
 | Shiva's Guard | 2 | 3.13% | 16.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:45 | 36:54 | 36:54 | 40:36 | 40:36 | 40:36 | 03:42 | 02:44 |
 | Boots of Travel 2 | 2 | 3.13% | 13.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 54:08 | 53:32 | 53:32 | 54:44 | 54:44 | 54:44 | 01:12 | 00:53 |
 | Dragon Lance | 1 | 1.56% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.56% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Flying Courier | 1 | 1.56% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 00:00 | 00:00 |