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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 | |
 | Ring of Protection | 10 | 30.30% | 100.0 | 90.00% | +46.52% | +10.00% | -40.00% | -5.78% | 23:35 | 06:53 | 19:26 | 23:43 | 28:05 | 31:36 | 08:39 | 06:24 |
 | Buckler | 9 | 27.27% | 97.8 | 88.89% | +43.06% | +11.11% | -38.89% | -5.88% | 25:28 | 19:26 | 19:35 | 27:33 | 28:05 | 31:37 | 08:30 | 06:17 |
 | Assault Cuirass | 9 | 27.27% | 95.7 | 88.89% | +43.06% | +11.11% | -38.89% | -6.11% | 27:00 | 21:18 | 21:35 | 28:01 | 29:46 | 33:30 | 08:11 | 06:03 |
 | Aghanim's Scepter | 12 | 36.36% | 93.5 | 83.33% | +40.47% | -16.66% | -16.66% | 0.00% | 36:12 | 21:13 | 27:31 | 35:24 | 41:40 | 50:21 | 14:09 | 10:28 |
 | Ring of Health | 5 | 15.15% | 91.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:24 | 02:11 | 02:11 | 32:18 | 35:00 | 55:54 | 32:49 | 24:18 |
 | Refresher Orb | 4 | 12.12% | 89.1 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 40:48 | 32:59 | 32:59 | 35:29 | 38:47 | 55:55 | 05:48 | 04:17 |
 | Scythe of Vyse | 11 | 33.33% | 87.0 | 72.73% | +22.73% | +27.27% | +27.27% | 0.00% | 38:31 | 28:04 | 32:25 | 35:41 | 41:27 | 56:06 | 09:02 | 06:41 |
 | Black King Bar | 33 | 100.00% | 84.8 | 57.58% | +57.58% | +17.42% | +4.92% | -2.34% | 18:33 | 13:50 | 14:59 | 17:31 | 20:19 | 33:52 | 05:20 | 03:57 |
 | Quelling Blade | 33 | 100.00% | 82.6 | 57.58% | +57.58% | -32.58% | +4.92% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 01:41 | 00:00 | 00:00 |
 | Boots of Speed | 33 | 100.00% | 80.4 | 57.58% | +57.58% | +17.42% | -7.58% | -11.36% | 04:17 | -01:29 | 02:57 | 04:38 | 05:09 | 09:42 | 02:12 | 01:37 |
 | Phase Boots | 33 | 100.00% | 78.3 | 57.58% | +57.58% | +17.42% | -20.08% | -19.57% | 07:24 | 05:31 | 06:16 | 06:53 | 08:11 | 12:50 | 01:55 | 01:25 |
 | Chainmail | 33 | 100.00% | 76.1 | 57.58% | +57.58% | +4.92% | -20.08% | -17.24% | 06:45 | 04:50 | 05:44 | 06:21 | 07:11 | 12:21 | 01:27 | 01:04 |
 | Void Stone | 15 | 45.45% | 73.9 | 66.67% | +16.67% | -16.67% | +8.33% | 2.21% | 28:38 | 08:31 | 21:45 | 32:18 | 33:03 | 41:27 | 11:18 | 08:22 |
 | Magic Wand | 28 | 84.85% | 71.7 | 57.14% | -2.86% | +14.29% | -14.28% | -5.93% | 07:48 | -01:29 | 04:38 | 07:48 | 09:27 | 18:01 | 04:49 | 03:34 |
 | Aghanim's Shard | 25 | 75.76% | 69.6 | 56.00% | -6.50% | +10.67% | -22.67% | -4.07% | 21:32 | 15:00 | 15:28 | 21:09 | 23:40 | 49:58 | 08:12 | 06:04 |
 | Aghanim's Blessing | 3 | 9.09% | 67.4 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 54:49 | 50:21 | 50:21 | 56:11 | 57:56 | 57:56 | 07:35 | 05:37 |
 | Magic Stick | 27 | 81.82% | 65.2 | 51.85% | -31.48% | +5.29% | -23.28% | -6.80% | 06:26 | -00:55 | 03:34 | 06:49 | 07:46 | 16:14 | 04:12 | 03:06 |
 | Shadow Blade | 7 | 21.21% | 63.0 | 71.43% | +17.58% | +28.57% | +28.57% | 0.00% | 25:13 | 11:55 | 12:49 | 24:20 | 32:18 | 39:17 | 19:29 | 14:25 |
 | Bracer | 21 | 63.64% | 60.9 | 52.38% | -14.29% | +7.62% | -12.38% | -11.43% | 02:36 | 01:02 | 01:33 | 02:04 | 03:18 | 07:28 | 01:45 | 01:17 |
 | Bottle | 20 | 60.61% | 58.7 | 45.00% | -31.92% | -5.00% | +15.00% | 20.00% | 02:13 | 01:16 | 01:34 | 01:44 | 02:27 | 05:40 | 00:53 | 00:39 |
 | Boots of Travel | 2 | 6.06% | 56.5 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 34:19 | 33:36 | 33:36 | 35:02 | 35:02 | 35:02 | 01:26 | 01:03 |
 | Overwhelming Blink | 2 | 6.06% | 54.3 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 39:36 | 36:56 | 36:56 | 42:15 | 42:15 | 42:15 | 05:19 | 03:56 |
 | Heaven's Halberd | 7 | 21.21% | 52.2 | 57.14% | -0.55% | +42.86% | -7.14% | -11.90% | 25:46 | 18:05 | 23:34 | 24:40 | 27:46 | 32:31 | 04:12 | 03:06 |
 | Blink Dagger | 7 | 21.21% | 50.0 | 57.14% | -0.55% | -7.14% | -7.14% | 0.00% | 32:19 | 22:00 | 24:58 | 31:24 | 31:57 | 46:59 | 06:59 | 05:10 |
 | Sange | 8 | 24.24% | 47.8 | 50.00% | -10.00% | +50.00% | -50.00% | -17.39% | 23:45 | 16:28 | 20:49 | 22:17 | 26:34 | 30:11 | 05:45 | 04:15 |
 | Silver Edge | 3 | 9.09% | 45.7 | 66.67% | +10.00% | -66.67% | 0.00% | 0.00% | 37:07 | 24:44 | 24:44 | 42:02 | 44:34 | 44:34 | 19:50 | 14:41 |
 | Blade Mail | 7 | 21.21% | 43.5 | 42.86% | -18.68% | +7.14% | +7.14% | 0.00% | 11:44 | 10:11 | 10:21 | 11:42 | 12:28 | 13:48 | 02:07 | 01:34 |
 | Radiance | 4 | 12.12% | 41.3 | 50.00% | -8.62% | -50.00% | +50.00% | 0.00% | 29:58 | 27:36 | 27:36 | 28:27 | 29:36 | 34:12 | 02:00 | 01:28 |
 | Urn of Shadows | 1 | 3.03% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.03% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Crown | 1 | 3.03% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:05 | 05:05 | 05:05 | 05:05 | 05:05 | 05:05 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.03% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.03% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 3.03% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.03% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.03% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 |
 | Crystalys | 5 | 15.15% | 21.7 | 40.00% | -20.71% | -40.00% | +60.00% | 5.84% | 36:01 | 24:35 | 24:35 | 40:23 | 41:43 | 44:18 | 17:08 | 12:41 |
 | Shiva's Guard | 2 | 6.06% | 19.6 | 50.00% | -8.06% | -50.00% | 0.00% | 0.00% | 40:30 | 35:53 | 35:53 | 45:06 | 45:06 | 45:06 | 09:13 | 06:49 |
 | Armlet of Mordiggian | 2 | 6.06% | 17.4 | 50.00% | -8.06% | -50.00% | 0.00% | 0.00% | 11:26 | 11:16 | 11:16 | 11:35 | 11:35 | 11:35 | 00:19 | 00:14 |
 | Helm of Iron Will | 2 | 6.06% | 15.2 | 50.00% | -8.06% | +50.00% | 0.00% | 0.00% | 08:53 | 08:20 | 08:20 | 09:26 | 09:26 | 09:26 | 01:06 | 00:48 |
 | Orchid Malevolence | 3 | 9.09% | 13.0 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 17:08 | 14:06 | 14:06 | 15:23 | 21:56 | 21:56 | 07:50 | 05:48 |
 | Yasha | 1 | 3.03% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.03% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.03% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Daedalus | 3 | 9.09% | 4.3 | 0.00% | -63.33% | 0.00% | 0.00% | 0.00% | 37:33 | 32:51 | 32:51 | 39:03 | 40:46 | 40:46 | 07:55 | 05:51 |
 | Mage Slayer | 1 | 3.03% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 00:00 | 00:00 |