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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 | 3 | 10.00% | 100.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 32:20 | 21:22 | 21:22 | 29:19 | 46:20 | 46:20 | 24:58 | 18:29 |
 | Black King Bar | 17 | 56.67% | 98.0 | 58.82% | +35.74% | +16.18% | +16.18% | 0.00% | 21:45 | 18:05 | 19:35 | 21:34 | 22:55 | 28:46 | 03:20 | 02:28 |
 | Power Treads | 16 | 53.33% | 96.0 | 56.25% | +27.68% | +18.75% | -6.25% | -4.09% | 09:33 | 05:45 | 06:17 | 06:57 | 12:24 | 16:45 | 06:07 | 04:31 |
 | Soul Ring | 28 | 93.33% | 94.0 | 46.43% | +46.43% | -3.57% | +10.71% | 4.92% | 06:26 | 03:39 | 04:41 | 06:35 | 07:35 | 09:52 | 02:54 | 02:08 |
 | Ring of Protection | 29 | 96.67% | 92.0 | 44.83% | +44.83% | +12.31% | -1.97% | -6.16% | 00:59 | -01:29 | -01:29 | -01:29 | 03:48 | 09:35 | 05:17 | 03:54 |
 | Orchid Malevolence | 21 | 70.00% | 90.0 | 47.62% | +14.29% | -27.62% | -27.62% | 0.00% | 13:33 | 10:42 | 11:25 | 12:57 | 15:24 | 17:16 | 03:59 | 02:57 |
 | Quelling Blade | 30 | 100.00% | 88.0 | 43.33% | +43.33% | +6.67% | -29.04% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 30 | 100.00% | 86.0 | 43.33% | +43.33% | +6.67% | -0.47% | -1.76% | 05:19 | 01:40 | 02:36 | 04:19 | 06:40 | 13:51 | 04:04 | 03:00 |
 | Magic Wand | 22 | 73.33% | 84.0 | 45.45% | +7.95% | +4.55% | -5.45% | -1.52% | 08:04 | 01:08 | 04:17 | 06:59 | 10:51 | 19:25 | 06:34 | 04:51 |
 | Aghanim's Shard | 11 | 36.67% | 82.0 | 54.55% | +17.71% | +12.12% | -21.22% | -11.24% | 26:42 | 20:15 | 22:45 | 23:23 | 25:43 | 45:43 | 02:58 | 02:11 |
 | Skull Basher | 6 | 20.00% | 80.0 | 66.67% | +29.17% | +33.33% | +33.33% | 0.00% | 28:29 | 25:40 | 26:14 | 26:52 | 31:04 | 31:30 | 04:50 | 03:34 |
 | Magic Stick | 26 | 86.67% | 78.0 | 42.31% | -7.69% | +0.55% | +41.02% | 11.04% | 02:16 | -01:29 | -01:29 | 00:42 | 05:09 | 16:39 | 06:38 | 04:54 |
 | Assault Cuirass | 4 | 13.33% | 76.0 | 75.00% | +36.54% | -75.00% | +25.00% | 0.00% | 28:04 | 25:57 | 25:57 | 26:05 | 28:40 | 31:34 | 02:43 | 02:00 |
 | Diffusal Blade | 2 | 6.67% | 74.0 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 15:38 | 14:49 | 14:49 | 16:26 | 16:26 | 16:26 | 01:37 | 01:11 |
 | Buckler | 8 | 26.67% | 72.0 | 50.00% | +9.09% | 0.00% | +50.00% | 14.63% | 23:29 | 18:06 | 20:44 | 21:52 | 24:09 | 29:58 | 03:25 | 02:31 |
 | Nullifier | 3 | 10.00% | 70.0 | 66.67% | +25.93% | +33.33% | 0.00% | 0.00% | 43:07 | 36:15 | 36:15 | 37:23 | 55:43 | 55:43 | 19:28 | 14:25 |
 | Void Stone | 8 | 26.67% | 68.0 | 37.50% | -7.95% | +12.50% | +62.50% | 4.64% | 29:38 | 20:31 | 22:28 | 26:37 | 33:14 | 41:11 | 10:46 | 07:58 |
 | Orb of Venom | 8 | 26.67% | 66.0 | 37.50% | -7.95% | -37.50% | +12.50% | 50.00% | 02:14 | 01:06 | 01:46 | 02:02 | 02:33 | 03:26 | 00:47 | 00:34 |
 | Helm of Iron Will | 4 | 13.33% | 64.0 | 50.00% | +7.69% | +50.00% | +50.00% | 0.00% | 40:22 | 32:38 | 32:38 | 35:38 | 37:41 | 55:30 | 05:03 | 03:44 |
 | Aghanim's Scepter | 4 | 13.33% | 62.0 | 50.00% | +7.69% | -50.00% | -50.00% | 0.00% | 19:46 | 14:22 | 14:22 | 15:49 | 16:32 | 32:20 | 02:10 | 01:36 |
 | Arcane Boots | 10 | 33.33% | 60.0 | 30.00% | -20.00% | +3.33% | +20.00% | 4.53% | 10:14 | 04:00 | 07:46 | 08:51 | 11:27 | 22:35 | 03:41 | 02:43 |
 | Octarine Core | 1 | 3.33% | 58.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.33% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 3.33% | 54.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.33% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Ring of Health | 7 | 23.33% | 50.0 | 28.57% | -19.26% | -28.57% | +71.43% | 5.59% | 26:54 | 12:44 | 15:20 | 26:40 | 33:14 | 37:38 | 17:54 | 13:15 |
 | Orb of Corrosion | 7 | 23.33% | 48.0 | 28.57% | -19.26% | +21.43% | -28.57% | -50.00% | 05:12 | 03:44 | 03:46 | 04:01 | 04:31 | 11:47 | 00:45 | 00:33 |
 | Fluffy Hat | 7 | 23.33% | 46.0 | 28.57% | -19.26% | +21.43% | -28.57% | -50.00% | 04:41 | 03:04 | 03:18 | 03:51 | 03:56 | 11:12 | 00:38 | 00:28 |
 | Blight Stone | 9 | 30.00% | 44.0 | 22.22% | -30.16% | +27.78% | +27.78% | 0.00% | 03:41 | 00:58 | 02:11 | 02:44 | 03:27 | 11:12 | 01:16 | 00:56 |
 | Scythe of Vyse | 2 | 6.67% | 42.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 36:17 | 31:22 | 31:22 | 41:11 | 41:11 | 41:11 | 09:49 | 07:16 |
 | Wraith Band | 2 | 6.67% | 40.0 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 03:09 | 02:27 | 02:27 | 03:51 | 03:51 | 03:51 | 01:24 | 01:02 |
 | Spirit Vessel | 2 | 6.67% | 38.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 15:11 | 13:43 | 13:43 | 16:38 | 16:38 | 16:38 | 02:55 | 02:09 |
 | Linken's Sphere | 3 | 10.00% | 36.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 33:22 | 26:57 | 26:57 | 33:14 | 39:54 | 39:54 | 12:57 | 09:35 |
 | Urn of Shadows | 3 | 10.00% | 34.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 07:39 | 03:11 | 03:11 | 07:11 | 12:36 | 12:36 | 09:25 | 06:58 |
 | Aether Lens | 3 | 10.00% | 32.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 22:46 | 21:04 | 21:04 | 22:28 | 24:47 | 24:47 | 03:43 | 02:45 |
 | Heaven's Halberd | 3 | 10.00% | 30.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 31:54 | 24:18 | 24:18 | 32:22 | 39:02 | 39:02 | 14:44 | 10:54 |
 | Chainmail | 4 | 13.33% | 28.0 | 25.00% | -21.15% | -25.00% | +75.00% | 0.00% | 16:16 | 14:46 | 14:46 | 15:10 | 16:08 | 19:01 | 01:22 | 01:00 |
 | Guardian Greaves | 4 | 13.33% | 26.0 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 22:07 | 21:16 | 21:16 | 21:59 | 22:35 | 22:39 | 01:19 | 00:58 |
 | Sange | 4 | 13.33% | 24.0 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 28:13 | 21:31 | 21:31 | 23:26 | 29:11 | 38:42 | 07:40 | 05:40 |
 | Mekansm | 4 | 13.33% | 22.0 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 18:40 | 17:14 | 17:14 | 18:44 | 19:01 | 19:42 | 01:47 | 01:19 |
 | Ghost Scepter | 5 | 16.67% | 20.0 | 20.00% | -28.00% | -20.00% | -20.00% | 0.00% | 27:32 | 17:49 | 17:49 | 29:08 | 29:45 | 33:46 | 11:56 | 08:50 |
 | Headdress | 5 | 16.67% | 18.0 | 20.00% | -28.00% | -20.00% | +80.00% | 39.74% | 16:51 | 14:46 | 14:46 | 17:03 | 17:17 | 19:01 | 02:31 | 01:51 |
 | Ethereal Blade | 2 | 6.67% | 16.0 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 28:14 | 28:02 | 28:02 | 28:26 | 28:26 | 28:26 | 00:24 | 00:17 |
 | Hood of Defiance | 3 | 10.00% | 14.0 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 18:23 | 12:44 | 12:44 | 15:39 | 26:46 | 26:46 | 14:02 | 10:23 |
 | Morbid Mask | 1 | 3.33% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 6.67% | 8.0 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 22:49 | 18:47 | 18:47 | 26:50 | 26:50 | 26:50 | 08:03 | 05:57 |
 | Ring of Basilius | 1 | 3.33% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.33% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Bottle | 1 | 3.33% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 00:00 | 00:00 |