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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 | |
 | Blink Dagger | 13 | 54.17% | 100.0 | 92.31% | +65.04% | +7.69% | +7.69% | 0.00% | 28:36 | 15:31 | 19:24 | 26:58 | 36:10 | 50:55 | 16:46 | 12:25 |
 | Aghanim's Shard | 12 | 50.00% | 96.7 | 91.67% | +58.34% | +8.33% | -25.00% | -2.54% | 26:50 | 15:49 | 18:55 | 25:52 | 32:02 | 41:18 | 13:07 | 09:42 |
 | Black King Bar | 21 | 87.50% | 93.3 | 71.43% | +71.43% | +28.57% | -11.43% | -5.12% | 24:55 | 17:33 | 19:57 | 24:33 | 27:46 | 37:21 | 07:49 | 05:47 |
 | Ring of Health | 13 | 54.17% | 90.0 | 76.92% | +31.47% | -10.25% | -10.25% | 0.00% | 36:21 | 25:59 | 30:12 | 34:41 | 40:45 | 50:22 | 10:33 | 07:48 |
 | Boots of Travel | 18 | 75.00% | 86.7 | 72.22% | +38.89% | +7.78% | +2.78% | -0.66% | 34:50 | 16:35 | 31:25 | 33:50 | 38:58 | 52:37 | 07:33 | 05:35 |
 | Magic Wand | 19 | 79.17% | 83.3 | 68.42% | +28.42% | +11.58% | -8.42% | -9.92% | 04:48 | -01:28 | 01:42 | 03:02 | 03:43 | 19:00 | 02:01 | 01:29 |
 | Magic Stick | 21 | 87.50% | 80.0 | 66.67% | +33.34% | +33.33% | +13.33% | -15.58% | 01:25 | -01:29 | 00:49 | 01:40 | 02:06 | 07:25 | 01:17 | 00:57 |
 | Hand of Midas | 22 | 91.67% | 76.7 | 63.64% | +13.64% | +19.69% | -3.64% | -3.31% | 12:30 | 07:03 | 09:20 | 11:31 | 16:23 | 20:16 | 07:03 | 05:13 |
 | Boots of Speed | 24 | 100.00% | 73.3 | 62.50% | +62.50% | +20.83% | +4.17% | -4.10% | 05:47 | 02:10 | 03:20 | 06:07 | 07:24 | 11:46 | 04:04 | 03:00 |
 | Scythe of Vyse | 11 | 45.83% | 70.0 | 72.73% | +18.88% | -6.06% | -39.40% | -6.14% | 36:15 | 29:00 | 32:53 | 34:35 | 38:19 | 43:59 | 05:26 | 04:01 |
 | Void Stone | 15 | 62.50% | 66.7 | 66.67% | +11.11% | -41.67% | -16.67% | 3.47% | 30:40 | 19:33 | 25:59 | 30:42 | 33:11 | 43:23 | 07:12 | 05:20 |
 | Refresher Orb | 6 | 25.00% | 63.3 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 43:25 | 34:39 | 40:46 | 40:59 | 49:33 | 50:31 | 08:47 | 06:30 |
 | Urn of Shadows | 12 | 50.00% | 60.0 | 50.00% | -25.00% | +16.67% | +16.67% | 0.00% | 05:50 | 04:08 | 05:07 | 05:22 | 05:59 | 09:14 | 00:52 | 00:38 |
 | Ring of Protection | 12 | 50.00% | 56.7 | 50.00% | -25.00% | -16.67% | +16.67% | 17.39% | 04:45 | 01:50 | 03:26 | 04:45 | 05:21 | 08:13 | 01:55 | 01:25 |
 | Aeon Disk | 2 | 8.33% | 53.3 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 45:57 | 36:47 | 36:47 | 55:06 | 55:06 | 55:06 | 18:19 | 13:34 |
 | Octarine Core | 2 | 8.33% | 50.0 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 51:29 | 46:43 | 46:43 | 56:15 | 56:15 | 56:15 | 09:32 | 07:03 |
 | Aether Lens | 2 | 8.33% | 46.7 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 51:22 | 46:43 | 46:43 | 56:00 | 56:00 | 56:00 | 09:17 | 06:52 |
 | Linken's Sphere | 7 | 29.17% | 43.3 | 57.14% | -7.57% | -7.14% | -7.14% | 0.00% | 33:42 | 25:59 | 29:15 | 32:29 | 34:51 | 46:07 | 05:36 | 04:08 |
 | Null Talisman | 14 | 58.33% | 40.0 | 42.86% | -47.14% | +7.14% | -9.53% | -13.34% | 02:07 | 00:33 | 01:33 | 02:01 | 02:48 | 03:44 | 01:15 | 00:55 |
 | Force Staff | 3 | 12.50% | 36.7 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 24:16 | 17:15 | 17:15 | 27:14 | 28:20 | 28:20 | 11:05 | 08:12 |
 | Chainmail | 3 | 12.50% | 33.3 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 14:55 | 10:15 | 10:15 | 13:11 | 21:18 | 21:18 | 11:03 | 08:11 |
 | Aghanim's Scepter | 3 | 12.50% | 30.0 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 33:52 | 23:37 | 23:37 | 38:16 | 39:42 | 39:42 | 16:05 | 11:54 |
 | Fluffy Hat | 3 | 12.50% | 26.7 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 20:48 | 14:10 | 14:10 | 21:15 | 27:00 | 27:00 | 12:50 | 09:30 |
 | Power Treads | 3 | 12.50% | 23.3 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 09:48 | 06:42 | 06:42 | 10:42 | 12:00 | 12:00 | 05:18 | 03:55 |
 | Wind Lace | 7 | 29.17% | 20.0 | 42.86% | -27.73% | +7.14% | -42.86% | 0.00% | 13:19 | 03:12 | 08:06 | 13:23 | 14:01 | 25:07 | 05:55 | 04:22 |
 | Spirit Vessel | 7 | 29.17% | 16.7 | 42.86% | -27.73% | +57.14% | -42.86% | 0.00% | 14:08 | 10:58 | 12:32 | 13:40 | 14:14 | 18:06 | 01:42 | 01:15 |
 | Drum of Endurance | 4 | 16.67% | 13.3 | 50.00% | -15.00% | -50.00% | -50.00% | 0.00% | 15:34 | 13:19 | 13:19 | 13:41 | 14:32 | 20:42 | 01:13 | 00:54 |
 | Witch Blade | 4 | 16.67% | 10.0 | 50.00% | -15.00% | +50.00% | -50.00% | 0.00% | 16:25 | 11:32 | 11:32 | 13:23 | 19:08 | 21:37 | 07:36 | 05:37 |
 | Quelling Blade | 1 | 4.17% | 6.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 8.33% | 3.3 | 0.00% | -68.18% | 0.00% | 0.00% | 0.00% | 22:53 | 19:33 | 19:33 | 26:13 | 26:13 | 26:13 | 06:40 | 04:56 |