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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 | |
 | Aghanim's Scepter | 4 | 12.90% | 100.0 | 100.00% | +74.07% | 0.00% | 0.00% | 0.00% | 22:45 | 19:31 | 19:31 | 22:03 | 24:02 | 25:24 | 04:31 | 03:20 |
 | Null Talisman | 6 | 19.35% | 96.9 | 83.33% | +59.33% | -33.33% | +16.67% | 3.45% | 09:39 | -01:29 | -01:28 | 03:47 | 15:57 | 28:15 | 17:25 | 12:54 |
 | Witch Blade | 3 | 9.68% | 93.8 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 12:09 | 11:27 | 11:27 | 12:28 | 12:32 | 12:32 | 01:05 | 00:48 |
 | Bottle | 3 | 9.68% | 90.6 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 01:26 | 01:19 | 01:19 | 01:22 | 01:37 | 01:37 | 00:18 | 00:13 |
 | Chainmail | 3 | 9.68% | 87.5 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 09:14 | 07:20 | 07:20 | 09:19 | 11:04 | 11:04 | 03:44 | 02:45 |
 | Mage Slayer | 2 | 6.45% | 84.4 | 100.00% | +68.97% | 0.00% | 0.00% | 0.00% | 36:56 | 32:08 | 32:08 | 41:43 | 41:43 | 41:43 | 09:35 | 07:05 |
 | Boots of Speed | 31 | 100.00% | 81.3 | 35.48% | +35.48% | -10.48% | +14.52% | 8.24% | 06:35 | -01:28 | 05:06 | 06:12 | 08:08 | 13:51 | 03:02 | 02:14 |
 | Aghanim's Shard | 7 | 22.58% | 78.1 | 57.14% | +27.97% | -7.14% | +42.86% | 3.24% | 38:40 | 20:52 | 26:18 | 40:31 | 41:43 | 60:26 | 15:25 | 11:25 |
 | Aether Lens | 7 | 22.58% | 75.0 | 57.14% | +27.97% | -7.14% | -7.14% | 0.00% | 33:34 | 18:47 | 24:24 | 31:47 | 36:37 | 51:01 | 12:13 | 09:02 |
 | Blink Dagger | 20 | 64.52% | 71.9 | 40.00% | +12.73% | -20.00% | 0.00% | 2.40% | 27:19 | 15:05 | 20:33 | 23:00 | 28:54 | 51:56 | 08:21 | 06:11 |
 | Magic Stick | 24 | 77.42% | 68.8 | 37.50% | +8.93% | +12.50% | -20.83% | -4.25% | 05:12 | -01:29 | -01:29 | 02:21 | 09:19 | 26:02 | 10:48 | 08:00 |
 | Void Stone | 11 | 35.48% | 65.6 | 45.45% | +15.45% | -12.12% | +21.22% | 2.20% | 30:08 | 15:22 | 21:18 | 30:13 | 36:28 | 51:01 | 15:10 | 11:14 |
 | Arcane Boots | 8 | 25.81% | 62.5 | 50.00% | +19.57% | +50.00% | 0.00% | -10.20% | 14:59 | 09:29 | 11:03 | 13:11 | 15:57 | 26:45 | 04:54 | 03:37 |
 | Aeon Disk | 5 | 16.13% | 59.4 | 60.00% | +29.23% | +40.00% | -60.00% | -4.13% | 47:33 | 32:31 | 32:31 | 48:17 | 56:43 | 59:04 | 24:12 | 17:55 |
 | Magic Wand | 20 | 64.52% | 56.3 | 35.00% | -1.36% | +45.00% | -15.00% | -7.35% | 10:54 | 01:47 | 05:27 | 11:20 | 13:37 | 26:43 | 08:10 | 06:02 |
 | Wind Lace | 17 | 54.84% | 53.1 | 29.41% | -13.45% | -4.41% | +20.59% | 2.68% | 08:51 | -01:29 | 03:10 | 09:24 | 12:30 | 23:17 | 09:20 | 06:54 |
 | Ring of Health | 4 | 12.90% | 50.0 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 39:22 | 37:15 | 37:15 | 38:44 | 40:16 | 41:14 | 03:01 | 02:14 |
 | Tranquil Boots | 10 | 32.26% | 46.9 | 30.00% | -8.10% | +3.33% | +20.00% | 1.56% | 18:18 | 09:59 | 12:31 | 13:29 | 23:12 | 48:02 | 10:41 | 07:54 |
 | Black King Bar | 1 | 3.23% | 43.8 | 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 |
 | Linken's Sphere | 1 | 3.23% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.23% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Fluffy Hat | 13 | 41.94% | 34.4 | 23.08% | -21.36% | -23.08% | +10.25% | 1.97% | 21:30 | 10:17 | 12:35 | 16:53 | 29:29 | 46:54 | 16:54 | 12:31 |
 | Force Staff | 9 | 29.03% | 31.3 | 22.22% | -18.69% | +27.78% | -22.22% | -3.43% | 30:28 | 20:47 | 22:12 | 28:28 | 36:47 | 46:54 | 14:35 | 10:48 |
 | Octarine Core | 2 | 6.45% | 28.1 | 50.00% | +15.52% | -50.00% | 0.00% | 0.00% | 53:11 | 52:44 | 52:44 | 53:38 | 53:38 | 53:38 | 00:54 | 00:40 |
 | Orchid Malevolence | 2 | 6.45% | 25.0 | 50.00% | +15.52% | -50.00% | 0.00% | 0.00% | 30:10 | 23:52 | 23:52 | 36:28 | 36:28 | 36:28 | 12:36 | 09:20 |
 | Refresher Orb | 2 | 6.45% | 21.9 | 50.00% | +15.52% | -50.00% | 0.00% | 0.00% | 40:40 | 40:10 | 40:10 | 41:10 | 41:10 | 41:10 | 01:00 | 00:44 |
 | Headdress | 4 | 12.90% | 18.8 | 25.00% | -12.04% | +75.00% | -25.00% | 0.00% | 05:37 | -01:29 | -01:29 | 02:31 | 04:49 | 16:38 | 06:18 | 04:40 |
 | Glimmer Cape | 6 | 19.35% | 15.6 | 16.67% | -23.33% | -16.67% | +83.33% | 11.88% | 41:32 | 31:09 | 35:16 | 35:43 | 43:41 | 1:04:03 | 08:25 | 06:14 |
 | Blight Stone | 1 | 3.23% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:05 | 00:05 | 00:05 | 00:05 | 00:05 | 00:05 | 00:00 | 00:00 |
 | Holy Locket | 2 | 6.45% | 9.4 | 0.00% | -37.93% | 0.00% | 0.00% | 0.00% | 20:45 | 19:40 | 19:40 | 21:50 | 21:50 | 21:50 | 02:10 | 01:36 |
 | Power Treads | 1 | 3.23% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.23% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:45 | 03:45 | 03:45 | 03:45 | 03:45 | 03:45 | 00:00 | 00:00 |