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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 | |
 | Eternal Shroud | 6 | 13.04% | 100.0 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 27:04 | 22:29 | 24:11 | 26:11 | 31:10 | 32:05 | 06:59 | 05:10 |
 | Shiva's Guard | 15 | 32.61% | 97.6 | 80.00% | +31.61% | -5.00% | -30.00% | -6.33% | 34:53 | 27:33 | 32:09 | 34:45 | 36:06 | 42:33 | 03:57 | 02:55 |
 | Soul Ring | 26 | 56.52% | 95.2 | 73.08% | +33.08% | +12.63% | -6.41% | -6.76% | 09:24 | 02:15 | 07:58 | 09:20 | 10:47 | 19:13 | 02:49 | 02:05 |
 | Hood of Defiance | 20 | 43.48% | 92.9 | 75.00% | +28.85% | -15.00% | +25.00% | 6.17% | 11:52 | 05:18 | 07:40 | 10:25 | 14:09 | 24:11 | 06:29 | 04:48 |
 | Blink Dagger | 36 | 78.26% | 90.5 | 66.67% | +36.67% | 0.00% | 0.00% | 0.00% | 23:31 | 10:25 | 20:01 | 22:36 | 25:46 | 55:13 | 05:45 | 04:15 |
 | Ring of Health | 38 | 82.61% | 88.1 | 65.79% | +40.79% | +14.21% | +0.88% | -1.87% | 08:41 | 01:51 | 02:57 | 04:45 | 10:04 | 48:30 | 07:07 | 05:16 |
 | Ring of Protection | 33 | 71.74% | 85.7 | 66.67% | +28.21% | +8.33% | -4.17% | -2.46% | 02:07 | -01:29 | -01:29 | -01:29 | 06:34 | 09:41 | 08:03 | 05:57 |
 | Black King Bar | 33 | 71.74% | 83.3 | 66.67% | +28.21% | -4.17% | -4.17% | 0.00% | 26:28 | 20:56 | 24:14 | 26:04 | 28:18 | 32:09 | 04:04 | 03:00 |
 | Chainmail | 35 | 76.09% | 81.0 | 65.71% | +29.35% | +12.07% | +0.96% | -2.19% | 07:25 | 01:52 | 03:37 | 07:26 | 08:42 | 28:47 | 05:05 | 03:45 |
 | Phase Boots | 35 | 76.09% | 78.6 | 65.71% | +29.35% | +12.07% | +12.07% | 0.00% | 09:10 | 04:21 | 05:57 | 08:43 | 10:08 | 29:10 | 04:11 | 03:05 |
 | Aghanim's Scepter | 41 | 89.13% | 76.2 | 63.41% | +43.41% | +6.59% | -3.41% | -3.00% | 18:52 | 14:13 | 16:34 | 18:09 | 19:54 | 30:28 | 03:20 | 02:28 |
 | Magic Wand | 31 | 67.39% | 73.8 | 64.52% | +17.85% | -27.02% | -14.52% | 2.02% | 09:00 | -01:30 | 06:10 | 09:08 | 12:21 | 18:34 | 06:11 | 04:34 |
 | Magic Stick | 35 | 76.09% | 71.4 | 62.86% | +17.41% | +37.14% | -18.42% | -10.01% | 03:14 | -01:29 | -01:29 | 01:14 | 07:02 | 16:11 | 08:31 | 06:18 |
 | Boots of Speed | 46 | 100.00% | 69.0 | 58.70% | +58.70% | +16.30% | +14.03% | -0.49% | 05:02 | 00:44 | 02:39 | 04:12 | 07:19 | 13:13 | 04:40 | 03:27 |
 | Refresher Orb | 4 | 8.70% | 66.7 | 100.00% | +45.24% | 0.00% | 0.00% | 0.00% | 45:39 | 37:06 | 37:06 | 39:44 | 48:31 | 57:16 | 11:25 | 08:27 |
 | Vanguard | 17 | 36.96% | 64.3 | 64.71% | +9.54% | +35.29% | -14.71% | -12.30% | 07:43 | 05:16 | 05:35 | 06:48 | 09:39 | 12:13 | 04:04 | 03:00 |
 | Void Stone | 11 | 23.91% | 61.9 | 63.64% | +6.50% | -63.64% | +36.36% | 19.29% | 38:06 | 27:16 | 33:33 | 35:56 | 38:44 | 56:56 | 05:11 | 03:50 |
 | Quelling Blade | 25 | 54.35% | 59.5 | 52.00% | -14.67% | -2.00% | +14.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Overwhelming Blink | 5 | 10.87% | 57.1 | 80.00% | +23.90% | +20.00% | +20.00% | 0.00% | 45:45 | 40:53 | 40:53 | 45:11 | 49:57 | 51:45 | 09:04 | 06:42 |
 | Aghanim's Shard | 12 | 26.09% | 54.8 | 50.00% | -11.76% | +16.67% | +50.00% | 2.48% | 39:59 | 20:34 | 30:14 | 39:44 | 43:42 | 1:05:56 | 13:28 | 09:58 |
 | Bracer | 4 | 8.70% | 52.4 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Kaya and Sange | 2 | 4.35% | 50.0 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 41:08 | 34:58 | 34:58 | 47:17 | 47:17 | 47:17 | 12:19 | 09:07 |
 | Sange | 7 | 15.22% | 47.6 | 57.14% | -1.83% | -7.14% | -7.14% | 0.00% | 39:57 | 27:15 | 32:35 | 34:58 | 47:17 | 55:01 | 14:42 | 10:53 |
 | Wind Lace | 6 | 13.04% | 45.2 | 50.00% | -10.00% | -50.00% | -50.00% | 0.00% | 16:51 | -01:29 | -01:29 | 05:18 | 33:08 | 47:59 | 34:37 | 25:38 |
 | Kaya | 3 | 6.52% | 42.9 | 66.67% | +8.53% | +33.33% | 0.00% | 0.00% | 38:38 | 30:17 | 30:17 | 38:21 | 47:17 | 47:17 | 17:00 | 12:35 |
 | Aether Lens | 3 | 6.52% | 40.5 | 66.67% | +8.53% | -66.67% | 0.00% | 0.00% | 36:42 | 28:50 | 28:50 | 35:56 | 45:21 | 45:21 | 16:31 | 12:14 |
 | Heaven's Halberd | 3 | 6.52% | 38.1 | 66.67% | +8.53% | +33.33% | 0.00% | 0.00% | 39:18 | 33:00 | 33:00 | 36:26 | 48:29 | 48:29 | 15:29 | 11:28 |
 | Aeon Disk | 1 | 2.17% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.17% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.17% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 00:00 | 00:00 |
 | Bottle | 7 | 15.22% | 23.8 | 28.57% | -35.53% | +21.43% | -28.57% | -50.00% | 01:27 | 01:05 | 01:22 | 01:26 | 01:27 | 01:49 | 00:05 | 00:03 |
 | Fluffy Hat | 2 | 4.35% | 21.4 | 50.00% | -9.09% | -50.00% | 0.00% | 0.00% | 20:23 | 13:03 | 13:03 | 27:42 | 27:42 | 27:42 | 14:39 | 10:51 |
 | Linken's Sphere | 2 | 4.35% | 19.0 | 50.00% | -9.09% | -50.00% | 0.00% | 0.00% | 49:13 | 42:09 | 42:09 | 56:16 | 56:16 | 56:16 | 14:07 | 10:27 |
 | Tranquil Boots | 3 | 6.52% | 16.7 | 33.33% | -27.14% | -33.33% | 0.00% | 0.00% | 15:45 | 05:45 | 05:45 | 07:54 | 33:36 | 33:36 | 27:51 | 20:37 |
 | Wraith Band | 1 | 2.17% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 6.52% | 11.9 | 0.00% | -62.79% | 0.00% | 0.00% | 0.00% | 34:01 | 33:19 | 33:19 | 34:00 | 34:43 | 34:43 | 01:24 | 01:02 |
 | Ethereal Blade | 1 | 2.17% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 4.35% | 7.1 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 34:36 | 32:15 | 32:15 | 36:56 | 36:56 | 36:56 | 04:41 | 03:28 |
 | Power Treads | 1 | 2.17% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.17% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |