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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 | |
 | Wraith Band | 53 | 89.83% | 100.0 | 58.49% | +25.16% | +18.43% | +18.43% | 0.00% | 02:32 | -01:29 | 01:41 | 02:08 | 02:36 | 17:59 | 00:55 | 00:40 |
 | Heart of Tarrasque | 58 | 98.31% | 97.9 | 56.90% | +56.90% | +36.43% | -14.04% | -14.42% | 23:14 | 17:54 | 20:38 | 22:17 | 24:08 | 44:42 | 03:30 | 02:35 |
 | Power Treads | 59 | 100.00% | 95.8 | 55.93% | +55.93% | +4.07% | -15.93% | -20.00% | 06:32 | 04:20 | 05:57 | 06:26 | 06:54 | 09:47 | 00:57 | 00:42 |
 | Quelling Blade | 59 | 100.00% | 93.8 | 55.93% | +55.93% | -2.60% | -9.26% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:47 | 00:00 | 00:00 |
 | Boots of Speed | 59 | 100.00% | 91.7 | 55.93% | +55.93% | +17.40% | -15.93% | -23.25% | 04:18 | -01:29 | 03:47 | 04:18 | 05:13 | 06:51 | 01:26 | 01:03 |
 | Manta Style | 59 | 100.00% | 89.6 | 55.93% | +55.93% | +4.07% | -15.93% | -11.88% | 14:55 | 12:05 | 13:53 | 14:44 | 15:34 | 25:12 | 01:41 | 01:14 |
 | Yasha | 59 | 100.00% | 87.5 | 55.93% | +55.93% | -2.60% | -9.26% | -5.00% | 10:57 | 08:09 | 10:10 | 10:55 | 11:30 | 13:31 | 01:20 | 00:59 |
 | Void Stone | 40 | 67.80% | 85.4 | 57.50% | +4.87% | +2.50% | -27.50% | -2.30% | 24:13 | 11:16 | 17:17 | 23:39 | 30:21 | 36:00 | 13:04 | 09:40 |
 | Scythe of Vyse | 22 | 37.29% | 83.3 | 63.64% | +12.29% | +3.03% | -3.64% | -1.04% | 34:25 | 27:18 | 30:52 | 35:13 | 37:15 | 43:47 | 06:23 | 04:43 |
 | Orchid Malevolence | 42 | 71.19% | 81.3 | 54.76% | -4.06% | +17.97% | -44.76% | -7.51% | 22:56 | 15:56 | 18:12 | 20:42 | 26:33 | 36:00 | 08:21 | 06:11 |
 | Magic Wand | 14 | 23.73% | 79.2 | 64.29% | +10.96% | -14.29% | -30.96% | -7.88% | 03:27 | -01:29 | 02:17 | 03:21 | 04:24 | 08:10 | 02:07 | 01:34 |
 | Butterfly | 27 | 45.76% | 77.1 | 51.85% | -7.53% | +19.58% | -37.56% | -11.78% | 29:31 | 20:36 | 24:48 | 28:05 | 29:39 | 47:55 | 04:51 | 03:35 |
 | Wind Lace | 20 | 33.90% | 75.0 | 55.00% | -1.41% | +5.00% | +5.00% | 0.00% | 10:19 | 02:24 | 06:16 | 09:22 | 11:37 | 35:31 | 05:21 | 03:57 |
 | Abyssal Blade | 3 | 5.08% | 72.9 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 32:42 | 30:26 | 30:26 | 32:17 | 35:24 | 35:24 | 04:58 | 03:40 |
 | Vanguard | 3 | 5.08% | 70.8 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 31:48 | 30:07 | 30:07 | 30:11 | 35:07 | 35:07 | 05:00 | 03:42 |
 | Ring of Basilius | 16 | 27.12% | 68.8 | 56.25% | +0.44% | +18.75% | -31.25% | -24.59% | 08:23 | 04:09 | 06:03 | 06:40 | 08:05 | 19:34 | 02:02 | 01:30 |
 | Aghanim's Shard | 21 | 35.59% | 66.7 | 52.38% | -5.51% | -32.38% | +7.62% | 3.49% | 34:31 | 22:18 | 28:01 | 32:35 | 39:28 | 54:37 | 11:27 | 08:28 |
 | Bloodthorn | 34 | 57.63% | 64.6 | 47.06% | -20.94% | +41.83% | -34.56% | -13.13% | 32:14 | 21:34 | 28:31 | 32:06 | 34:20 | 43:19 | 05:49 | 04:18 |
 | Ring of Health | 7 | 11.86% | 62.5 | 71.43% | +17.58% | +28.57% | -21.43% | 0.00% | 33:25 | 23:39 | 26:42 | 30:07 | 33:33 | 56:27 | 06:51 | 05:04 |
 | Boots of Travel 2 | 5 | 8.47% | 60.4 | 80.00% | +26.30% | +20.00% | +20.00% | 0.00% | 51:47 | 43:10 | 43:10 | 53:52 | 55:00 | 56:18 | 11:50 | 08:45 |
 | Cornucopia | 14 | 23.73% | 58.3 | 57.14% | +1.58% | +42.86% | +9.53% | -2.50% | 23:55 | 14:08 | 15:34 | 16:50 | 28:53 | 1:02:40 | 13:19 | 09:51 |
 | Mage Slayer | 35 | 59.32% | 56.3 | 45.71% | -25.12% | -12.38% | -12.38% | 0.00% | 28:32 | 14:36 | 20:03 | 31:16 | 32:37 | 43:02 | 12:34 | 09:18 |
 | Eye of Skadi | 15 | 25.42% | 54.2 | 53.33% | -3.49% | +21.67% | -28.33% | -7.54% | 33:38 | 28:16 | 29:35 | 30:42 | 36:13 | 42:33 | 06:38 | 04:54 |
 | Magic Stick | 24 | 40.68% | 52.1 | 45.83% | -17.03% | -29.16% | +4.17% | 33.33% | -00:53 | -01:29 | -01:29 | -01:29 | -01:28 | 06:49 | 00:01 | 00:00 |
 | Swift Blink | 6 | 10.17% | 50.0 | 66.67% | +11.95% | +33.33% | -66.67% | 0.00% | 45:03 | 38:52 | 39:17 | 41:42 | 50:16 | 51:11 | 10:59 | 08:08 |
 | Moon Shard | 4 | 6.78% | 47.9 | 75.00% | +20.45% | +25.00% | -75.00% | 0.00% | 51:38 | 43:55 | 43:55 | 49:19 | 55:42 | 57:37 | 11:47 | 08:43 |
 | Linken's Sphere | 4 | 6.78% | 45.8 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 30:47 | 23:52 | 23:52 | 29:31 | 34:46 | 35:00 | 10:54 | 08:04 |
 | Silver Edge | 2 | 3.39% | 43.8 | 100.00% | +45.61% | 0.00% | 0.00% | 0.00% | 47:24 | 44:59 | 44:59 | 49:48 | 49:48 | 49:48 | 04:49 | 03:34 |
 | Shadow Blade | 2 | 3.39% | 41.7 | 100.00% | +45.61% | 0.00% | 0.00% | 0.00% | 46:36 | 44:55 | 44:55 | 48:17 | 48:17 | 48:17 | 03:22 | 02:29 |
 | Skull Basher | 2 | 3.39% | 39.6 | 100.00% | +45.61% | 0.00% | 0.00% | 0.00% | 29:07 | 26:55 | 26:55 | 31:19 | 31:19 | 31:19 | 04:24 | 03:15 |
 | Crystalys | 2 | 3.39% | 37.5 | 100.00% | +45.61% | 0.00% | 0.00% | 0.00% | 47:08 | 44:57 | 44:57 | 49:19 | 49:19 | 49:19 | 04:22 | 03:14 |
 | Blink Dagger | 7 | 11.86% | 35.4 | 57.14% | +1.37% | +42.86% | -7.14% | 0.00% | 40:04 | 30:17 | 34:55 | 38:19 | 42:20 | 50:04 | 07:25 | 05:29 |
 | Black King Bar | 17 | 28.81% | 33.3 | 41.18% | -20.72% | +8.82% | +8.82% | 0.00% | 37:01 | 25:00 | 33:42 | 36:16 | 38:20 | 57:19 | 04:38 | 03:25 |
 | Diffusal Blade | 8 | 13.56% | 31.3 | 50.00% | -6.86% | -50.00% | -50.00% | 0.00% | 20:16 | 16:46 | 17:04 | 17:47 | 22:47 | 24:22 | 05:43 | 04:14 |
 | Helm of Iron Will | 5 | 8.47% | 29.2 | 60.00% | +4.44% | +40.00% | +40.00% | 0.00% | 37:35 | 30:44 | 30:44 | 34:36 | 44:03 | 45:36 | 13:19 | 09:51 |
 | Nullifier | 5 | 8.47% | 27.1 | 60.00% | +4.44% | +40.00% | +40.00% | 0.00% | 38:43 | 33:25 | 33:25 | 35:09 | 44:28 | 45:41 | 11:03 | 08:11 |
 | Aghanim's Scepter | 11 | 18.64% | 25.0 | 36.36% | -24.06% | -36.36% | +30.31% | 3.40% | 43:34 | 27:21 | 32:40 | 40:45 | 52:16 | 1:04:26 | 19:36 | 14:31 |
 | Aghanim's Blessing | 7 | 11.86% | 22.9 | 42.86% | -14.83% | +7.14% | +7.14% | 0.00% | 52:00 | 38:18 | 46:23 | 52:16 | 53:12 | 1:04:26 | 06:49 | 05:02 |
 | Disperser | 4 | 6.78% | 20.8 | 50.00% | -6.36% | +50.00% | +50.00% | 0.00% | 42:14 | 35:28 | 35:28 | 43:04 | 44:37 | 45:46 | 09:09 | 06:46 |
 | Assault Cuirass | 1 | 1.69% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 |
 | Buckler | 1 | 1.69% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.69% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.69% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Radiance | 2 | 3.39% | 10.4 | 50.00% | -6.14% | +50.00% | 0.00% | 0.00% | 20:33 | 19:22 | 19:22 | 21:44 | 21:44 | 21:44 | 02:22 | 01:45 |
 | Refresher Orb | 2 | 3.39% | 8.3 | 50.00% | -6.14% | -50.00% | 0.00% | 0.00% | 59:41 | 56:42 | 56:42 | 1:02:40 | 1:02:40 | 1:02:40 | 05:58 | 04:25 |
 | Divine Rapier | 1 | 1.69% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:01 | 53:01 | 53:01 | 53:01 | 53:01 | 53:01 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.69% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.69% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |