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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 | |
 | Aeon Disk | 25 | 9.58% | 100.0 | 84.00% | +34.00% | -0.67% | -0.67% | 0.00% | 41:46 | 28:05 | 36:19 | 40:46 | 45:14 | 60:17 | 08:55 | 06:36 |
 | Blink Dagger | 126 | 48.28% | 97.1 | 65.87% | +24.39% | -6.49% | -1.35% | 0.60% | 29:32 | 15:49 | 24:17 | 28:04 | 32:52 | 1:09:39 | 08:35 | 06:21 |
 | Aghanim's Scepter | 52 | 19.92% | 94.3 | 71.15% | +22.35% | -17.30% | -1.92% | 1.05% | 36:50 | 20:54 | 29:31 | 34:59 | 44:12 | 1:06:50 | 14:41 | 10:52 |
 | Tranquil Boots | 124 | 47.51% | 91.4 | 60.48% | +13.76% | +10.49% | -12.09% | -2.10% | 20:06 | 06:12 | 13:05 | 18:54 | 23:49 | 41:46 | 10:44 | 07:57 |
 | Void Stone | 180 | 68.97% | 88.6 | 55.56% | +7.41% | +6.66% | 0.00% | -0.89% | 19:38 | 10:10 | 15:00 | 18:12 | 22:29 | 49:22 | 07:29 | 05:32 |
 | Aghanim's Shard | 75 | 28.74% | 85.7 | 60.00% | +9.46% | +8.42% | +3.16% | -0.49% | 26:23 | 15:24 | 19:50 | 24:59 | 30:29 | 48:20 | 10:39 | 07:53 |
 | Boots of Speed | 260 | 99.62% | 82.9 | 53.46% | +53.46% | +0.39% | +11.16% | 2.45% | 05:22 | -01:30 | 03:43 | 05:57 | 08:07 | 15:01 | 04:24 | 03:15 |
 | Aether Lens | 173 | 66.28% | 80.0 | 54.91% | +4.91% | +14.86% | -1.42% | -2.39% | 20:51 | 11:55 | 16:40 | 19:39 | 23:28 | 38:34 | 06:48 | 05:02 |
 | Wind Lace | 160 | 61.30% | 77.1 | 55.00% | +4.50% | +5.00% | -10.00% | -1.18% | 12:00 | -01:30 | 05:22 | 10:15 | 18:03 | 40:40 | 12:41 | 09:23 |
 | Magic Stick | 219 | 83.91% | 74.3 | 52.97% | -1.79% | -7.52% | -5.70% | 0.33% | 03:26 | -01:30 | -01:29 | 01:57 | 06:56 | 29:24 | 08:25 | 06:14 |
 | Glimmer Cape | 53 | 20.31% | 71.4 | 60.38% | +8.94% | +1.16% | +8.85% | 0.81% | 27:45 | 17:38 | 22:14 | 27:20 | 31:46 | 54:37 | 09:32 | 07:03 |
 | Arcane Boots | 187 | 71.65% | 68.6 | 52.41% | -3.00% | +0.78% | +7.16% | 1.48% | 12:44 | 03:05 | 09:44 | 11:38 | 14:03 | 56:39 | 04:19 | 03:11 |
 | Fluffy Hat | 61 | 23.37% | 65.7 | 55.74% | +3.24% | +10.93% | -2.41% | -1.49% | 18:17 | -01:29 | 12:00 | 15:47 | 20:56 | 44:55 | 08:56 | 06:37 |
 | Magic Wand | 144 | 55.17% | 62.9 | 48.61% | -10.36% | -1.39% | -15.28% | -2.38% | 12:09 | -01:29 | 08:34 | 11:12 | 14:24 | 42:56 | 05:50 | 04:19 |
 | Ghost Scepter | 31 | 11.88% | 60.0 | 54.84% | +1.80% | -29.84% | +7.66% | 3.74% | 31:22 | 17:43 | 25:24 | 30:03 | 35:26 | 54:50 | 10:02 | 07:25 |
 | Null Talisman | 6 | 2.30% | 57.1 | 83.33% | +30.78% | +16.67% | +16.67% | 0.00% | 03:11 | 00:50 | 02:44 | 03:28 | 03:51 | 04:41 | 01:07 | 00:49 |
 | Octarine Core | 6 | 2.30% | 54.3 | 83.33% | +30.78% | +16.67% | +16.67% | 0.00% | 43:46 | 34:56 | 35:15 | 39:39 | 53:37 | 57:55 | 18:22 | 13:36 |
 | Ring of Basilius | 17 | 6.51% | 51.4 | 58.82% | +5.95% | -8.82% | +41.18% | 18.18% | 04:16 | -01:29 | 02:19 | 03:56 | 05:04 | 12:47 | 02:45 | 02:02 |
 | Force Staff | 22 | 8.43% | 48.6 | 50.00% | -3.56% | +16.67% | -10.00% | -1.89% | 31:52 | 17:49 | 24:34 | 31:05 | 38:41 | 44:55 | 14:07 | 10:27 |
 | Ring of Health | 3 | 1.15% | 45.7 | 100.00% | +47.29% | 0.00% | 0.00% | 0.00% | 35:40 | 22:40 | 22:40 | 30:27 | 53:54 | 53:54 | 31:14 | 23:08 |
 | Quelling Blade | 11 | 4.21% | 42.9 | 54.55% | +1.35% | +12.12% | -21.22% | 0.00% | 12:57 | 01:33 | 04:14 | 12:33 | 14:25 | 31:25 | 10:11 | 07:32 |
 | Bracer | 4 | 1.53% | 40.0 | 75.00% | +22.08% | +25.00% | +25.00% | 0.00% | 19:03 | 13:15 | 13:15 | 15:38 | 19:51 | 27:26 | 06:36 | 04:53 |
 | Drum of Endurance | 2 | 0.77% | 37.1 | 100.00% | +47.10% | 0.00% | 0.00% | 0.00% | 28:05 | 19:32 | 19:32 | 36:37 | 36:37 | 36:37 | 17:05 | 12:39 |
 | Black King Bar | 3 | 1.15% | 34.3 | 66.67% | +13.57% | +33.33% | 0.00% | 0.00% | 42:26 | 27:50 | 27:50 | 49:00 | 50:27 | 50:27 | 22:37 | 16:45 |
 | Rod of Atos | 1 | 0.38% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.38% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.38% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.38% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Crown | 1 | 0.38% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.38% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Bottle | 1 | 0.38% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Headdress | 3 | 1.15% | 8.6 | 0.00% | -53.88% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.38% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 0.77% | 2.9 | 0.00% | -53.67% | 0.00% | 0.00% | 0.00% | 19:36 | -01:26 | -01:26 | 40:38 | 40:38 | 40:38 | 42:04 | 31:09 |