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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 | |
 | Linken's Sphere | 13 | 27.08% | 100.0 | 61.54% | +27.25% | +5.13% | +5.13% | 0.00% | 30:54 | 16:57 | 20:07 | 30:39 | 39:31 | 46:50 | 19:24 | 14:22 |
 | Nullifier | 14 | 29.17% | 98.3 | 57.14% | +21.85% | -7.14% | +9.53% | 1.88% | 30:54 | 22:07 | 25:43 | 30:13 | 34:34 | 48:12 | 08:51 | 06:33 |
 | Helm of Iron Will | 14 | 29.17% | 96.7 | 57.14% | +21.85% | -7.14% | +9.53% | 1.91% | 30:01 | 18:20 | 25:23 | 29:31 | 34:07 | 47:00 | 08:44 | 06:28 |
 | Ring of Protection | 47 | 97.92% | 95.0 | 42.55% | +42.55% | -25.88% | +15.78% | 21.74% | 07:31 | 03:08 | 06:14 | 07:00 | 08:09 | 20:10 | 01:55 | 01:25 |
 | Boots of Speed | 48 | 100.00% | 93.3 | 41.67% | +41.67% | -16.67% | +25.00% | 29.41% | 04:04 | 01:43 | 03:16 | 03:43 | 04:41 | 08:34 | 01:25 | 01:02 |
 | Power Treads | 42 | 87.50% | 91.7 | 42.86% | +9.53% | +11.69% | -2.86% | -4.72% | 07:57 | 04:41 | 05:59 | 06:59 | 09:04 | 21:52 | 03:05 | 02:17 |
 | Cornucopia | 20 | 41.67% | 90.0 | 50.00% | +14.29% | +30.00% | -10.00% | -2.22% | 19:37 | 07:17 | 09:12 | 14:12 | 27:12 | 43:24 | 18:00 | 13:20 |
 | Wraith Band | 23 | 47.92% | 88.3 | 47.83% | +11.83% | -31.16% | +18.84% | 44.78% | 02:36 | 01:24 | 01:50 | 02:20 | 02:57 | 05:31 | 01:07 | 00:49 |
 | Soul Ring | 44 | 91.67% | 86.7 | 40.91% | -9.09% | -22.73% | +4.54% | 14.74% | 07:56 | 04:40 | 06:59 | 07:41 | 08:50 | 11:49 | 01:51 | 01:22 |
 | Diadem | 29 | 60.42% | 85.0 | 44.83% | +7.99% | -1.97% | -16.26% | -1.78% | 19:51 | 03:58 | 14:44 | 19:31 | 22:47 | 46:00 | 08:03 | 05:57 |
 | Magic Wand | 41 | 85.42% | 83.3 | 41.46% | -1.40% | -1.46% | -11.46% | -2.12% | 03:21 | -01:29 | -01:29 | 03:23 | 06:12 | 13:46 | 07:41 | 05:41 |
 | Harpoon | 27 | 56.25% | 81.7 | 44.44% | +6.34% | +12.70% | -15.87% | -4.13% | 22:49 | 14:28 | 17:16 | 20:58 | 24:11 | 46:00 | 06:55 | 05:07 |
 | Black King Bar | 30 | 62.50% | 80.0 | 43.33% | +4.44% | +6.67% | -0.47% | -1.42% | 23:08 | 17:31 | 19:26 | 22:05 | 24:28 | 36:46 | 05:02 | 03:43 |
 | Magic Stick | 31 | 64.58% | 78.3 | 41.94% | +0.76% | -16.94% | -4.44% | 12.50% | 01:12 | -01:29 | -01:29 | -01:29 | 01:21 | 13:45 | 02:50 | 02:05 |
 | Aghanim's Shard | 11 | 22.92% | 76.7 | 54.55% | +16.71% | +45.45% | -21.22% | -5.20% | 32:20 | 22:13 | 23:15 | 27:15 | 36:05 | 54:40 | 12:50 | 09:30 |
 | Buckler | 6 | 12.50% | 75.0 | 66.67% | +28.57% | -16.67% | +33.33% | 3.14% | 22:15 | 11:18 | 12:32 | 20:10 | 28:26 | 33:50 | 15:54 | 11:46 |
 | Echo Sabre | 37 | 77.08% | 73.3 | 37.84% | -16.71% | -4.51% | +6.60% | 5.65% | 14:30 | 11:16 | 12:35 | 13:36 | 14:33 | 26:46 | 01:58 | 01:27 |
 | Orchid Malevolence | 12 | 25.00% | 71.7 | 50.00% | +11.11% | -16.67% | -50.00% | -6.60% | 14:56 | 10:54 | 12:22 | 13:06 | 17:25 | 20:44 | 05:03 | 03:44 |
 | Assault Cuirass | 2 | 4.17% | 70.0 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 35:12 | 33:49 | 33:49 | 36:34 | 36:34 | 36:34 | 02:45 | 02:02 |
 | Maelstrom | 2 | 4.17% | 68.3 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 33:01 | 29:16 | 29:16 | 36:46 | 36:46 | 36:46 | 07:30 | 05:33 |
 | Bracer | 19 | 39.58% | 66.7 | 36.84% | -7.99% | -36.84% | +23.16% | 46.75% | 04:10 | 01:30 | 02:07 | 02:36 | 03:24 | 27:23 | 01:17 | 00:57 |
 | Blink Dagger | 5 | 10.42% | 65.0 | 60.00% | +20.47% | +40.00% | -60.00% | -6.64% | 38:24 | 26:09 | 26:09 | 40:54 | 41:13 | 45:17 | 15:04 | 11:09 |
 | Yasha | 21 | 43.75% | 63.3 | 33.33% | -14.82% | -33.33% | +26.67% | 4.37% | 23:56 | 13:14 | 15:42 | 23:21 | 29:25 | 39:15 | 13:43 | 10:09 |
 | Manta Style | 19 | 39.58% | 61.7 | 31.58% | -16.70% | -11.58% | +28.42% | 3.94% | 26:04 | 17:13 | 19:16 | 25:19 | 29:25 | 39:43 | 10:09 | 07:31 |
 | Void Stone | 10 | 20.83% | 60.0 | 40.00% | -2.11% | -6.67% | +60.00% | 9.26% | 34:28 | 20:26 | 30:53 | 33:56 | 38:05 | 51:27 | 07:12 | 05:20 |
 | Scythe of Vyse | 10 | 20.83% | 58.3 | 40.00% | -2.11% | -40.00% | +60.00% | 11.30% | 34:22 | 21:34 | 29:14 | 32:39 | 38:05 | 53:16 | 08:51 | 06:33 |
 | Pipe of Insight | 3 | 6.25% | 56.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 19:38 | 15:38 | 15:38 | 19:46 | 23:29 | 23:29 | 07:51 | 05:48 |
 | Javelin | 4 | 8.33% | 55.0 | 50.00% | +9.09% | +50.00% | +50.00% | 0.00% | 33:39 | 29:16 | 29:16 | 33:07 | 35:25 | 36:46 | 06:09 | 04:33 |
 | Ring of Health | 4 | 8.33% | 53.3 | 50.00% | +9.09% | -50.00% | -50.00% | 0.00% | 24:03 | 14:49 | 14:49 | 15:22 | 23:16 | 42:45 | 08:27 | 06:15 |
 | Crown | 4 | 8.33% | 51.7 | 50.00% | +9.09% | -50.00% | +50.00% | 0.00% | 15:52 | 08:25 | 08:25 | 13:37 | 17:05 | 24:19 | 08:40 | 06:25 |
 | Guardian Greaves | 4 | 8.33% | 50.0 | 50.00% | +9.09% | -50.00% | -50.00% | 0.00% | 19:31 | 13:13 | 13:13 | 14:34 | 22:54 | 27:22 | 09:41 | 07:10 |
 | Rod of Atos | 4 | 8.33% | 48.3 | 50.00% | +9.09% | -50.00% | +50.00% | 0.00% | 19:14 | 12:35 | 12:35 | 16:21 | 22:01 | 25:57 | 09:26 | 06:59 |
 | Aghanim's Scepter | 1 | 2.08% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Disperser | 1 | 2.08% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.08% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.08% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.08% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.08% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 2.08% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.08% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.08% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.08% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 |
 | Headdress | 5 | 10.42% | 28.3 | 40.00% | -1.86% | -40.00% | -40.00% | 0.00% | 12:01 | 09:07 | 09:07 | 12:25 | 12:51 | 15:23 | 03:44 | 02:45 |
 | Mekansm | 5 | 10.42% | 26.7 | 40.00% | -1.86% | -40.00% | -40.00% | 0.00% | 15:18 | 09:51 | 09:51 | 15:32 | 18:53 | 21:55 | 09:02 | 06:41 |
 | Chainmail | 5 | 10.42% | 25.0 | 40.00% | -1.86% | -40.00% | -40.00% | 0.00% | 13:27 | 06:58 | 06:58 | 12:52 | 17:50 | 21:55 | 10:52 | 08:02 |
 | Arcane Boots | 6 | 12.50% | 23.3 | 33.33% | -9.53% | +16.67% | +66.67% | 10.95% | 07:56 | 05:33 | 05:35 | 07:18 | 10:09 | 10:25 | 04:34 | 03:22 |
 | Quelling Blade | 2 | 4.17% | 21.7 | 50.00% | +8.70% | -50.00% | 0.00% | 0.00% | 01:56 | -01:29 | -01:29 | 05:20 | 05:20 | 05:20 | 06:49 | 05:02 |
 | Overwhelming Blink | 2 | 4.17% | 20.0 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 46:16 | 40:39 | 40:39 | 51:52 | 51:52 | 51:52 | 11:13 | 08:18 |
 | Abyssal Blade | 2 | 4.17% | 18.3 | 50.00% | +8.70% | -50.00% | 0.00% | 0.00% | 43:20 | 42:46 | 42:46 | 43:54 | 43:54 | 43:54 | 01:08 | 00:50 |
 | Eye of Skadi | 2 | 4.17% | 16.7 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 28:05 | 25:31 | 25:31 | 30:39 | 30:39 | 30:39 | 05:08 | 03:48 |
 | Wind Lace | 2 | 4.17% | 15.0 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 11:17 | 10:37 | 10:37 | 11:56 | 11:56 | 11:56 | 01:19 | 00:58 |
 | Phylactery | 3 | 6.25% | 13.3 | 33.33% | -8.89% | +66.67% | 0.00% | 0.00% | 09:55 | 07:56 | 07:56 | 10:42 | 11:06 | 11:06 | 03:10 | 02:20 |
 | Diffusal Blade | 3 | 6.25% | 11.7 | 33.33% | -8.89% | -33.33% | 0.00% | 0.00% | 29:28 | 16:30 | 16:30 | 21:19 | 50:36 | 50:36 | 34:06 | 25:15 |
 | Skull Basher | 4 | 8.33% | 10.0 | 25.00% | -18.18% | -25.00% | -25.00% | 0.00% | 38:49 | 35:59 | 35:59 | 38:37 | 39:24 | 41:14 | 03:25 | 02:31 |
 | Bloodthorn | 1 | 2.08% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Sange | 2 | 4.17% | 6.7 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 23:11 | 22:16 | 22:16 | 24:06 | 24:06 | 24:06 | 01:50 | 01:21 |
 | Heaven's Halberd | 1 | 2.08% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.08% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 4.17% | 1.7 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 34:59 | 33:30 | 33:30 | 36:27 | 36:27 | 36:27 | 02:57 | 02:11 |