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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 | |
 | Black King Bar | 6 | 6.67% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:28 | 28:27 | 31:11 | 31:25 | 42:49 | 1:08:40 | 11:38 | 08:37 |
 | Headdress | 11 | 12.22% | 98.2 | 81.82% | +32.45% | +18.18% | -15.15% | -10.31% | 24:40 | 19:09 | 20:34 | 21:08 | 23:48 | 40:43 | 03:14 | 02:23 |
 | Holy Locket | 5 | 5.56% | 96.4 | 100.00% | +49.41% | 0.00% | 0.00% | 0.00% | 27:41 | 22:15 | 22:15 | 24:49 | 26:04 | 41:31 | 03:49 | 02:49 |
 | Boots of Speed | 90 | 100.00% | 94.5 | 53.33% | +53.33% | +3.19% | -7.88% | -1.94% | 06:55 | -01:29 | 04:32 | 06:15 | 10:15 | 19:08 | 05:43 | 04:14 |
 | Buckler | 31 | 34.44% | 92.7 | 61.29% | +12.14% | -23.79% | +1.21% | 1.62% | 28:23 | 11:05 | 19:21 | 27:33 | 34:45 | 52:54 | 15:24 | 11:24 |
 | Glimmer Cape | 14 | 15.56% | 90.9 | 71.43% | +21.43% | +3.57% | -4.76% | -1.25% | 29:02 | 21:02 | 25:20 | 26:11 | 32:00 | 43:38 | 06:40 | 04:56 |
 | Manta Style | 7 | 7.78% | 89.1 | 85.71% | +35.11% | +14.29% | +14.29% | 0.00% | 22:58 | 21:21 | 21:36 | 22:04 | 24:09 | 24:58 | 02:33 | 01:53 |
 | Yasha | 7 | 7.78% | 87.3 | 85.71% | +35.11% | +14.29% | +14.29% | 0.00% | 20:05 | 18:13 | 18:41 | 20:12 | 21:12 | 21:39 | 02:31 | 01:51 |
 | Magic Wand | 77 | 85.56% | 85.5 | 53.25% | -0.60% | +4.64% | -0.62% | -0.64% | 12:28 | -01:29 | 08:37 | 12:23 | 16:50 | 26:05 | 08:13 | 06:05 |
 | Ring of Basilius | 50 | 55.56% | 83.6 | 56.00% | +6.00% | +5.54% | +10.67% | 0.44% | 12:54 | -01:29 | 05:50 | 12:59 | 17:33 | 42:06 | 11:43 | 08:40 |
 | Magic Stick | 87 | 96.67% | 81.8 | 51.72% | -48.28% | -1.72% | -1.72% | 0.00% | 05:11 | -01:29 | 01:02 | 04:23 | 08:40 | 20:39 | 07:38 | 05:39 |
 | Fluffy Hat | 24 | 26.67% | 80.0 | 62.50% | +12.50% | +4.17% | -12.50% | -3.20% | 16:44 | -01:29 | 14:51 | 17:03 | 20:04 | 40:44 | 05:13 | 03:51 |
 | Assault Cuirass | 4 | 4.44% | 78.2 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 41:20 | 32:19 | 32:19 | 35:40 | 44:01 | 53:20 | 11:42 | 08:40 |
 | Tranquil Boots | 57 | 63.33% | 76.4 | 52.63% | -1.92% | +4.51% | -2.63% | -2.19% | 12:34 | 07:10 | 10:29 | 12:08 | 13:45 | 27:43 | 03:16 | 02:25 |
 | Wind Lace | 71 | 78.89% | 74.5 | 50.70% | -12.46% | -11.81% | +4.86% | 2.18% | 09:33 | -01:29 | 04:40 | 09:15 | 12:18 | 45:30 | 07:38 | 05:39 |
 | Ring of Protection | 38 | 42.22% | 72.7 | 55.26% | +3.34% | -15.26% | +0.30% | 0.49% | 20:56 | -01:29 | 02:30 | 25:12 | 34:11 | 52:54 | 31:41 | 23:28 |
 | Blight Stone | 26 | 28.89% | 70.9 | 57.69% | +6.13% | -14.83% | -24.36% | -1.23% | 20:52 | 04:07 | 16:52 | 19:14 | 24:38 | 36:03 | 07:46 | 05:45 |
 | Phase Boots | 29 | 32.22% | 69.1 | 55.17% | +2.71% | +16.26% | -26.60% | -4.74% | 12:37 | 05:00 | 06:22 | 12:58 | 15:25 | 22:32 | 09:03 | 06:42 |
 | Chainmail | 43 | 47.78% | 67.3 | 51.16% | -4.16% | +21.57% | -5.71% | -2.76% | 14:32 | 01:22 | 08:53 | 14:45 | 18:45 | 31:22 | 09:52 | 07:18 |
 | Morbid Mask | 25 | 27.78% | 65.5 | 56.00% | +3.69% | -6.00% | -6.00% | 0.00% | 28:02 | 09:07 | 21:39 | 27:33 | 34:44 | 47:06 | 13:05 | 09:41 |
 | Orb of Corrosion | 12 | 13.33% | 63.6 | 66.67% | +15.39% | 0.00% | 0.00% | 0.00% | 18:58 | 04:33 | 16:23 | 20:09 | 21:00 | 25:39 | 04:37 | 03:25 |
 | Ring of Health | 10 | 11.11% | 61.8 | 70.00% | +18.75% | -3.33% | -20.00% | -1.13% | 24:34 | 14:50 | 16:33 | 22:42 | 31:15 | 40:10 | 14:42 | 10:53 |
 | Vladmir's Offering | 23 | 25.56% | 60.0 | 56.52% | +4.28% | -23.19% | -23.19% | 0.00% | 30:49 | 18:56 | 25:50 | 29:55 | 35:11 | 47:06 | 09:21 | 06:55 |
 | Orb of Venom | 35 | 38.89% | 58.2 | 51.43% | -3.12% | +4.13% | -6.99% | -7.10% | 02:53 | -01:29 | -01:29 | -01:29 | 03:03 | 22:32 | 04:32 | 03:21 |
 | Quelling Blade | 20 | 22.22% | 56.4 | 55.00% | +2.14% | +25.00% | +5.00% | -2.91% | 03:52 | -01:29 | -01:29 | -01:29 | 08:21 | 20:12 | 09:50 | 07:17 |
 | Force Staff | 11 | 12.22% | 54.5 | 63.64% | +11.74% | +36.36% | -30.31% | -7.97% | 33:27 | 18:47 | 27:41 | 30:35 | 36:03 | 54:59 | 08:22 | 06:11 |
 | Echo Sabre | 3 | 3.33% | 52.7 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 24:15 | 23:43 | 23:43 | 24:28 | 24:34 | 24:34 | 00:51 | 00:37 |
 | Radiance | 7 | 7.78% | 50.9 | 71.43% | +19.62% | +28.57% | -21.43% | 0.00% | 16:10 | 14:09 | 14:51 | 15:51 | 15:59 | 19:43 | 01:08 | 00:50 |
 | Skull Basher | 4 | 4.44% | 49.1 | 75.00% | +22.67% | +25.00% | +25.00% | 0.00% | 29:36 | 26:28 | 26:28 | 27:15 | 31:37 | 33:04 | 05:09 | 03:48 |
 | Pipe of Insight | 4 | 4.44% | 47.3 | 75.00% | +22.67% | +25.00% | -75.00% | 0.00% | 29:22 | 25:00 | 25:00 | 26:47 | 27:47 | 37:53 | 02:47 | 02:03 |
 | Medallion of Courage | 16 | 17.78% | 45.5 | 43.75% | -11.66% | -18.75% | -18.75% | 0.00% | 24:56 | 16:54 | 19:12 | 22:51 | 29:09 | 36:17 | 09:57 | 07:22 |
 | Aghanim's Scepter | 2 | 2.22% | 43.6 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 45:48 | 37:14 | 37:14 | 54:21 | 54:21 | 54:21 | 17:07 | 12:40 |
 | Hand of Midas | 2 | 2.22% | 41.8 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 12:02 | 11:02 | 11:02 | 13:01 | 13:01 | 13:01 | 01:59 | 01:28 |
 | Vanguard | 2 | 2.22% | 40.0 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 29:32 | 27:48 | 27:48 | 31:15 | 31:15 | 31:15 | 03:27 | 02:33 |
 | Abyssal Blade | 2 | 2.22% | 38.2 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 30:42 | 29:52 | 29:52 | 31:32 | 31:32 | 31:32 | 01:40 | 01:14 |
 | Hood of Defiance | 7 | 7.78% | 36.4 | 57.14% | +4.13% | +42.86% | -57.14% | 0.00% | 21:31 | 15:00 | 16:41 | 18:28 | 23:59 | 33:40 | 07:18 | 05:24 |
 | Drum of Endurance | 8 | 8.89% | 34.5 | 50.00% | -3.66% | +50.00% | 0.00% | -7.56% | 28:26 | 22:09 | 25:06 | 25:51 | 31:43 | 36:07 | 06:37 | 04:54 |
 | Void Stone | 8 | 8.89% | 32.7 | 50.00% | -3.66% | 0.00% | +50.00% | 9.17% | 21:40 | 15:41 | 16:02 | 19:03 | 21:29 | 40:10 | 05:27 | 04:02 |
 | Aghanim's Shard | 6 | 6.67% | 30.9 | 50.00% | -3.57% | 0.00% | +50.00% | 0.00% | 29:47 | 21:00 | 27:10 | 29:31 | 31:21 | 39:22 | 04:11 | 03:05 |
 | Aether Lens | 7 | 7.78% | 29.1 | 42.86% | -11.36% | +7.14% | +7.14% | 0.00% | 23:08 | 20:45 | 21:23 | 21:55 | 23:01 | 27:47 | 01:38 | 01:12 |
 | Blink Dagger | 4 | 4.44% | 27.3 | 50.00% | -3.49% | -50.00% | +50.00% | 0.00% | 36:30 | 28:53 | 28:53 | 31:04 | 36:08 | 49:54 | 07:15 | 05:22 |
 | Mask of Madness | 1 | 1.11% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Sange | 1 | 1.11% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.11% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.11% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.11% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.11% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Bottle | 1 | 1.11% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.11% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Solar Crest | 7 | 7.78% | 10.9 | 28.57% | -26.85% | +21.43% | -28.57% | 0.00% | 34:55 | 25:15 | 26:45 | 30:23 | 43:44 | 45:53 | 16:59 | 12:34 |
 | Arcane Boots | 2 | 2.22% | 9.1 | 50.00% | -3.41% | -50.00% | 0.00% | 0.00% | 11:32 | 10:17 | 10:17 | 12:46 | 12:46 | 12:46 | 02:29 | 01:50 |
 | Urn of Shadows | 3 | 3.33% | 7.3 | 33.33% | -20.69% | +66.67% | 0.00% | 0.00% | 20:14 | 03:00 | 03:00 | 19:53 | 37:48 | 37:48 | 34:48 | 25:46 |
 | Bracer | 3 | 3.33% | 5.5 | 33.33% | -20.69% | -33.33% | 0.00% | 0.00% | 07:54 | 01:58 | 01:58 | 10:34 | 11:10 | 11:10 | 09:12 | 06:48 |
 | Ghost Scepter | 3 | 3.33% | 3.6 | 0.00% | -55.17% | 0.00% | 0.00% | 0.00% | 37:34 | 31:30 | 31:30 | 35:47 | 45:25 | 45:25 | 13:55 | 10:18 |
 | Falcon Blade | 1 | 1.11% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |