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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 | |
 | Skull Basher | 26 | 53.06% | 100.0 | 76.92% | +50.83% | -5.49% | +6.41% | 1.44% | 33:19 | 23:14 | 27:57 | 31:58 | 36:12 | 45:38 | 08:15 | 06:06 |
 | Ring of Health | 15 | 30.61% | 97.7 | 80.00% | +38.82% | -5.00% | -5.00% | 0.00% | 39:03 | 26:50 | 31:37 | 37:17 | 43:18 | 57:50 | 11:41 | 08:39 |
 | Butterfly | 8 | 16.33% | 95.3 | 87.50% | +41.16% | +12.50% | +12.50% | 0.00% | 40:05 | 29:51 | 35:24 | 36:40 | 44:56 | 53:07 | 09:32 | 07:03 |
 | Abyssal Blade | 13 | 26.53% | 93.0 | 76.92% | +32.48% | -10.25% | +23.08% | 2.79% | 40:41 | 31:21 | 32:22 | 38:30 | 44:18 | 58:39 | 11:56 | 08:50 |
 | Vanguard | 13 | 26.53% | 90.7 | 76.92% | +32.48% | -10.25% | +23.08% | 2.81% | 40:12 | 31:16 | 31:37 | 38:15 | 43:29 | 57:50 | 11:52 | 08:47 |
 | Eye of Skadi | 39 | 79.59% | 88.4 | 58.97% | +28.97% | +21.03% | -28.97% | -10.83% | 29:50 | 22:45 | 27:29 | 29:12 | 32:06 | 42:40 | 04:37 | 03:25 |
 | Manta Style | 48 | 97.96% | 86.0 | 54.17% | +54.17% | +20.83% | -4.17% | -7.65% | 20:53 | 16:11 | 18:57 | 20:54 | 22:13 | 26:40 | 03:16 | 02:25 |
 | Quelling Blade | 49 | 100.00% | 83.7 | 53.06% | +53.06% | -3.06% | -11.39% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Yasha | 49 | 100.00% | 81.4 | 53.06% | +53.06% | +13.61% | -11.39% | -8.11% | 16:49 | 12:33 | 15:11 | 16:20 | 18:16 | 22:28 | 03:05 | 02:17 |
 | Boots of Speed | 49 | 100.00% | 79.1 | 53.06% | +53.06% | +5.27% | -11.39% | -4.67% | 06:11 | 02:12 | 04:23 | 05:49 | 07:57 | 13:06 | 03:34 | 02:38 |
 | Magic Stick | 49 | 100.00% | 76.7 | 53.06% | +53.06% | +5.27% | -11.39% | -16.66% | -00:13 | -01:29 | -01:29 | -01:29 | 00:52 | 12:24 | 02:21 | 01:44 |
 | Power Treads | 45 | 91.84% | 74.4 | 53.33% | +3.33% | +19.40% | +1.22% | -3.85% | 08:31 | 04:12 | 06:11 | 07:29 | 10:54 | 15:26 | 04:43 | 03:29 |
 | Chainmail | 30 | 61.22% | 72.1 | 56.67% | +9.30% | -19.17% | -13.81% | 1.23% | 06:04 | 01:52 | 03:47 | 06:08 | 08:08 | 12:46 | 04:21 | 03:13 |
 | Magic Wand | 48 | 97.96% | 69.8 | 52.08% | -47.92% | -35.41% | +14.59% | 7.01% | 06:51 | 00:47 | 03:01 | 04:53 | 10:09 | 18:46 | 07:08 | 05:17 |
 | Aghanim's Scepter | 8 | 16.33% | 67.4 | 75.00% | +26.22% | +25.00% | -25.00% | -7.87% | 42:25 | 26:51 | 36:16 | 37:55 | 42:37 | 1:04:03 | 06:21 | 04:42 |
 | Blade Mail | 29 | 59.18% | 65.1 | 55.17% | +5.17% | +30.54% | -12.31% | -12.92% | 09:26 | 06:00 | 07:44 | 09:13 | 11:03 | 13:11 | 03:19 | 02:27 |
 | Aghanim's Blessing | 3 | 6.12% | 62.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 52:18 | 43:11 | 43:11 | 49:39 | 1:04:03 | 1:04:03 | 20:52 | 15:27 |
 | Echo Sabre | 24 | 48.98% | 60.5 | 41.67% | -22.33% | +8.33% | -25.00% | -11.36% | 14:27 | 11:59 | 12:36 | 13:12 | 15:32 | 19:57 | 02:56 | 02:10 |
 | Radiance | 2 | 4.08% | 58.1 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 18:13 | 17:58 | 17:58 | 18:28 | 18:28 | 18:28 | 00:30 | 00:22 |
 | Ring of Protection | 2 | 4.08% | 55.8 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 27:09 | 02:25 | 02:25 | 51:53 | 51:53 | 51:53 | 49:28 | 36:38 |
 | Black King Bar | 7 | 14.29% | 53.5 | 57.14% | +4.76% | +42.86% | -57.14% | -15.15% | 38:18 | 32:04 | 32:30 | 36:47 | 39:06 | 48:41 | 06:36 | 04:53 |
 | Helm of Iron Will | 7 | 14.29% | 51.2 | 57.14% | +4.76% | -7.14% | +42.86% | 4.76% | 42:02 | 31:02 | 35:19 | 42:01 | 45:49 | 52:21 | 10:30 | 07:46 |
 | Nullifier | 7 | 14.29% | 48.8 | 57.14% | +4.76% | -7.14% | +42.86% | 6.06% | 44:16 | 32:25 | 38:27 | 43:44 | 46:42 | 53:11 | 08:15 | 06:06 |
 | Moon Shard | 5 | 10.20% | 46.5 | 60.00% | +7.73% | +40.00% | +40.00% | 0.00% | 45:39 | 36:01 | 36:01 | 47:20 | 47:58 | 56:31 | 11:57 | 08:51 |
 | Diffusal Blade | 5 | 10.20% | 44.2 | 60.00% | +7.73% | -60.00% | +40.00% | 0.00% | 25:30 | 21:38 | 21:38 | 26:23 | 26:38 | 28:04 | 05:00 | 03:42 |
 | Aghanim's Shard | 3 | 6.12% | 41.9 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 54:50 | 48:41 | 48:41 | 55:29 | 60:21 | 60:21 | 11:40 | 08:38 |
 | Wraith Band | 8 | 16.33% | 39.5 | 37.50% | -18.60% | -37.50% | +12.50% | 33.33% | 02:59 | 01:44 | 01:58 | 02:10 | 03:28 | 05:24 | 01:30 | 01:06 |
 | Phase Boots | 4 | 8.16% | 37.2 | 50.00% | -3.33% | +50.00% | -50.00% | 0.00% | 10:43 | 07:32 | 07:32 | 09:41 | 12:27 | 13:11 | 04:55 | 03:38 |
 | Heaven's Halberd | 1 | 2.04% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Sange | 1 | 2.04% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.04% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.04% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Void Stone | 1 | 2.04% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 00:00 | 00:00 |
 | Buckler | 1 | 2.04% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.04% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:49 | 1:13:49 | 1:13:49 | 1:13:49 | 1:13:49 | 1:13:49 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.04% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.04% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.04% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Javelin | 2 | 4.08% | 11.6 | 50.00% | -3.19% | -50.00% | 0.00% | 0.00% | 57:17 | 54:39 | 54:39 | 59:54 | 59:54 | 59:54 | 05:15 | 03:53 |
 | Monkey King Bar | 2 | 4.08% | 9.3 | 50.00% | -3.19% | -50.00% | 0.00% | 0.00% | 57:59 | 55:35 | 55:35 | 60:23 | 60:23 | 60:23 | 04:48 | 03:33 |
 | Wind Lace | 1 | 2.04% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.04% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.04% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |