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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 | |
 | Shiva's Guard | 5 | 10.42% | 100.0 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 35:40 | 29:07 | 29:07 | 36:59 | 37:23 | 42:07 | 08:16 | 06:07 |
 | Ring of Health | 14 | 29.17% | 97.2 | 78.57% | +34.45% | -28.57% | -11.90% | 1.14% | 34:26 | 22:33 | 26:42 | 30:09 | 41:23 | 48:25 | 14:41 | 10:52 |
 | Linken's Sphere | 7 | 14.58% | 94.4 | 85.71% | +36.93% | -35.71% | +14.29% | 12.50% | 30:01 | 23:16 | 26:17 | 28:55 | 30:17 | 41:24 | 04:00 | 02:57 |
 | Magic Wand | 31 | 64.58% | 91.7 | 61.29% | +20.11% | +26.21% | -11.29% | -5.43% | 07:06 | 00:41 | 02:37 | 07:34 | 09:31 | 16:27 | 06:54 | 05:06 |
 | Magic Stick | 35 | 72.92% | 88.9 | 60.00% | +21.54% | +6.67% | -26.67% | -5.12% | 05:13 | -01:29 | 01:14 | 03:22 | 07:45 | 15:58 | 06:31 | 04:49 |
 | Void Stone | 22 | 45.83% | 86.1 | 63.64% | +17.49% | +3.03% | -3.64% | -0.73% | 32:11 | 23:05 | 27:28 | 30:59 | 36:36 | 48:49 | 09:08 | 06:45 |
 | Black King Bar | 30 | 62.50% | 83.3 | 60.00% | +15.56% | +15.00% | +11.43% | -0.47% | 25:28 | 16:38 | 20:42 | 24:24 | 28:17 | 48:16 | 07:35 | 05:37 |
 | Boots of Speed | 48 | 100.00% | 80.6 | 54.17% | +54.17% | +4.16% | -20.84% | -13.39% | 06:05 | 01:57 | 04:45 | 05:46 | 06:37 | 12:07 | 01:52 | 01:22 |
 | Spirit Vessel | 19 | 39.58% | 77.8 | 63.16% | +14.88% | +36.84% | -23.16% | -44.44% | 12:43 | 10:41 | 11:48 | 12:41 | 13:09 | 17:04 | 01:21 | 01:00 |
 | Urn of Shadows | 34 | 70.83% | 75.0 | 55.88% | +5.88% | -0.32% | +19.12% | 11.00% | 05:40 | 03:07 | 04:37 | 05:24 | 06:23 | 11:45 | 01:46 | 01:18 |
 | Ring of Protection | 34 | 70.83% | 72.2 | 55.88% | +5.88% | +10.79% | +19.12% | 3.35% | 04:19 | -01:29 | 03:08 | 04:14 | 05:37 | 10:13 | 02:29 | 01:50 |
 | Null Talisman | 44 | 91.67% | 69.4 | 52.27% | -22.73% | +11.37% | +2.28% | -4.91% | 02:34 | 00:27 | 01:19 | 01:48 | 03:10 | 09:17 | 01:51 | 01:22 |
 | Aghanim's Scepter | 29 | 60.42% | 66.7 | 55.17% | +2.54% | +1.97% | +1.97% | 0.00% | 29:14 | 15:13 | 20:16 | 28:18 | 34:08 | 1:01:17 | 13:52 | 10:16 |
 | Refresher Orb | 5 | 10.42% | 63.9 | 80.00% | +28.84% | +20.00% | +20.00% | 0.00% | 48:35 | 31:29 | 31:29 | 47:45 | 49:10 | 1:07:00 | 17:41 | 13:05 |
 | Wind Lace | 15 | 31.25% | 61.1 | 53.33% | -1.22% | -3.33% | -3.33% | 0.00% | 11:24 | 04:21 | 05:59 | 09:02 | 14:47 | 22:36 | 08:48 | 06:31 |
 | Scythe of Vyse | 11 | 22.92% | 58.3 | 54.55% | +0.50% | +12.12% | +12.12% | 0.00% | 37:55 | 27:42 | 31:54 | 36:37 | 38:16 | 52:19 | 06:22 | 04:42 |
 | Phase Boots | 9 | 18.75% | 55.6 | 55.56% | +1.71% | +44.44% | -5.56% | -11.95% | 10:16 | 07:33 | 07:53 | 09:13 | 12:04 | 17:23 | 04:11 | 03:05 |
 | Chainmail | 18 | 37.50% | 52.8 | 44.44% | -15.56% | +15.56% | +5.56% | -2.27% | 11:20 | 07:03 | 08:34 | 11:33 | 12:58 | 17:07 | 04:24 | 03:15 |
 | Hand of Midas | 18 | 37.50% | 50.0 | 44.44% | -15.56% | -4.44% | +5.56% | 1.21% | 14:49 | 07:37 | 10:58 | 15:08 | 19:12 | 22:45 | 08:14 | 06:05 |
 | Blight Stone | 4 | 8.33% | 47.2 | 75.00% | +22.73% | +25.00% | +25.00% | 0.00% | 15:29 | 11:40 | 11:40 | 14:32 | 15:52 | 19:50 | 04:12 | 03:06 |
 | Crown | 4 | 8.33% | 44.4 | 75.00% | +22.73% | +25.00% | -75.00% | 0.00% | 18:48 | 14:47 | 14:47 | 16:56 | 20:52 | 22:36 | 06:05 | 04:30 |
 | Medallion of Courage | 4 | 8.33% | 41.7 | 75.00% | +22.73% | +25.00% | +25.00% | 0.00% | 15:29 | 11:40 | 11:40 | 14:32 | 15:52 | 19:50 | 04:12 | 03:06 |
 | Solar Crest | 4 | 8.33% | 38.9 | 75.00% | +22.73% | +25.00% | +25.00% | 0.00% | 20:59 | 16:23 | 16:23 | 21:05 | 22:57 | 23:30 | 06:34 | 04:51 |
 | Orchid Malevolence | 3 | 6.25% | 36.1 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 31:00 | 15:54 | 15:54 | 17:42 | 59:24 | 59:24 | 43:30 | 32:13 |
 | Force Staff | 3 | 6.25% | 33.3 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 21:21 | 17:17 | 17:17 | 18:35 | 28:11 | 28:11 | 10:54 | 08:04 |
 | Fluffy Hat | 3 | 6.25% | 30.6 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 21:04 | 16:55 | 16:55 | 18:05 | 28:11 | 28:11 | 11:16 | 08:20 |
 | Aghanim's Shard | 4 | 8.33% | 27.8 | 50.00% | -4.55% | -50.00% | -50.00% | 0.00% | 28:57 | 20:08 | 20:08 | 25:28 | 31:06 | 39:05 | 10:58 | 08:07 |
 | Drum of Endurance | 4 | 8.33% | 25.0 | 50.00% | -4.55% | -50.00% | +50.00% | 0.00% | 09:04 | 08:20 | 08:20 | 08:27 | 09:29 | 09:58 | 01:09 | 00:51 |
 | Eul's Scepter of Divinity | 1 | 2.08% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 10.42% | 19.4 | 40.00% | -15.81% | -40.00% | -40.00% | 0.00% | 34:05 | 20:58 | 20:58 | 26:42 | 32:29 | 1:07:56 | 11:31 | 08:31 |
 | Witch Blade | 9 | 18.75% | 16.7 | 22.22% | -39.32% | -22.22% | -22.22% | 0.00% | 14:53 | 11:34 | 12:44 | 13:38 | 17:21 | 19:48 | 04:37 | 03:25 |
 | Aether Lens | 2 | 4.17% | 13.9 | 50.00% | -4.35% | -50.00% | 0.00% | 0.00% | 42:08 | 28:16 | 28:16 | 56:00 | 56:00 | 56:00 | 27:44 | 20:32 |
 | Power Treads | 4 | 8.33% | 11.1 | 25.00% | -31.82% | -25.00% | +75.00% | 0.00% | 08:09 | 04:52 | 04:52 | 05:43 | 07:29 | 14:30 | 02:37 | 01:56 |
 | Octarine Core | 1 | 2.08% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.08% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.08% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |