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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 | |
 | Aghanim's Shard | 31 | 53.45% | 100.0 | 70.97% | +37.64% | +29.03% | -8.47% | -3.85% | 28:52 | 15:49 | 23:08 | 27:56 | 32:52 | 53:27 | 09:44 | 07:12 |
 | Black King Bar | 48 | 82.76% | 97.4 | 64.58% | +64.58% | +18.75% | -6.25% | -3.56% | 24:26 | 17:33 | 19:52 | 23:50 | 26:53 | 44:20 | 07:01 | 05:11 |
 | Octarine Core | 8 | 13.79% | 94.9 | 87.50% | +39.50% | +12.50% | +12.50% | 0.00% | 41:59 | 32:39 | 38:02 | 40:15 | 41:46 | 56:15 | 03:44 | 02:45 |
 | Aether Lens | 8 | 13.79% | 92.3 | 87.50% | +39.50% | +12.50% | +12.50% | 0.00% | 41:23 | 32:22 | 34:13 | 40:15 | 41:46 | 56:00 | 07:33 | 05:35 |
 | Scythe of Vyse | 33 | 56.90% | 89.7 | 66.67% | +30.67% | -4.17% | -16.67% | -2.08% | 34:01 | 23:52 | 30:29 | 33:49 | 36:30 | 45:45 | 06:01 | 04:27 |
 | Ring of Health | 18 | 31.03% | 87.2 | 72.22% | +27.22% | +7.78% | -22.22% | -2.06% | 39:07 | 25:59 | 31:32 | 35:20 | 46:06 | 59:53 | 14:34 | 10:47 |
 | Blink Dagger | 36 | 62.07% | 84.6 | 63.89% | +27.53% | -8.33% | +2.78% | 1.02% | 23:43 | 13:35 | 17:18 | 21:01 | 28:14 | 50:55 | 10:56 | 08:05 |
 | Void Stone | 37 | 63.79% | 82.1 | 62.16% | +24.06% | -28.83% | -6.60% | 2.56% | 30:05 | 15:30 | 25:59 | 30:29 | 34:41 | 43:23 | 08:42 | 06:26 |
 | Hand of Midas | 47 | 81.03% | 79.5 | 57.45% | +21.09% | +17.55% | +9.22% | -1.68% | 11:54 | 07:03 | 08:32 | 11:16 | 13:29 | 20:58 | 04:57 | 03:40 |
 | Magic Wand | 45 | 77.59% | 76.9 | 57.78% | +19.32% | +5.86% | -3.23% | -1.22% | 05:45 | -01:28 | 02:08 | 03:24 | 09:35 | 19:00 | 07:27 | 05:31 |
 | Boots of Speed | 58 | 100.00% | 74.4 | 53.45% | +53.45% | -0.12% | +17.98% | 5.40% | 05:26 | 02:01 | 03:36 | 04:57 | 06:57 | 11:46 | 03:21 | 02:28 |
 | Boots of Travel | 39 | 67.24% | 71.8 | 56.41% | +9.04% | -6.41% | +3.59% | 1.06% | 34:36 | 13:47 | 29:33 | 35:01 | 38:58 | 52:37 | 09:25 | 06:58 |
 | Magic Stick | 52 | 89.66% | 69.2 | 53.85% | +3.85% | -7.70% | 0.00% | 3.40% | 02:08 | -01:29 | 00:33 | 01:25 | 02:49 | 14:19 | 02:16 | 01:40 |
 | Refresher Orb | 10 | 17.24% | 66.7 | 70.00% | +20.00% | +30.00% | -20.00% | -5.10% | 46:36 | 34:39 | 40:59 | 44:04 | 50:47 | 59:58 | 09:48 | 07:15 |
 | Linken's Sphere | 9 | 15.52% | 64.1 | 66.67% | +15.65% | -16.67% | -16.67% | 0.00% | 34:51 | 25:59 | 29:15 | 32:29 | 35:20 | 47:32 | 06:05 | 04:30 |
 | Power Treads | 9 | 15.52% | 61.5 | 66.67% | +15.65% | +33.33% | -16.67% | 0.00% | 07:00 | 04:29 | 04:45 | 05:55 | 07:24 | 12:00 | 02:39 | 01:57 |
 | Urn of Shadows | 23 | 39.66% | 59.0 | 47.83% | -9.31% | -14.50% | -14.50% | 0.00% | 05:58 | 03:35 | 04:59 | 05:39 | 06:09 | 12:20 | 01:10 | 00:51 |
 | Ring of Protection | 23 | 39.66% | 56.4 | 47.83% | -9.31% | -14.50% | +2.17% | 9.44% | 04:39 | 01:42 | 03:26 | 04:39 | 05:12 | 10:39 | 01:46 | 01:18 |
 | Spirit Vessel | 13 | 22.41% | 53.8 | 53.85% | +0.52% | +46.15% | -20.52% | -21.74% | 13:35 | 10:07 | 11:10 | 13:01 | 14:14 | 18:06 | 03:04 | 02:16 |
 | Wind Lace | 13 | 22.41% | 51.3 | 53.85% | +0.52% | +12.82% | -53.85% | -11.30% | 12:06 | 03:12 | 08:07 | 10:59 | 14:01 | 25:07 | 05:54 | 04:22 |
 | Drum of Endurance | 8 | 13.79% | 48.7 | 62.50% | +10.50% | -12.50% | -12.50% | 0.00% | 12:41 | 08:46 | 09:00 | 11:39 | 13:41 | 20:42 | 04:41 | 03:28 |
 | Null Talisman | 29 | 50.00% | 46.2 | 37.93% | -31.04% | +4.93% | -23.64% | -13.09% | 02:52 | 00:33 | 01:33 | 02:17 | 03:44 | 08:42 | 02:11 | 01:37 |
 | Aeon Disk | 2 | 3.45% | 43.6 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 45:57 | 36:47 | 36:47 | 55:06 | 55:06 | 55:06 | 18:19 | 13:34 |
 | Boots of Travel 2 | 2 | 3.45% | 41.0 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 43:20 | 38:10 | 38:10 | 48:29 | 48:29 | 48:29 | 10:19 | 07:38 |
 | Force Staff | 7 | 12.07% | 38.5 | 57.14% | +4.20% | +42.86% | -7.14% | 0.00% | 21:28 | 14:23 | 17:15 | 21:38 | 22:13 | 28:20 | 04:58 | 03:40 |
 | Fluffy Hat | 7 | 12.07% | 35.9 | 57.14% | +4.20% | +42.86% | -7.14% | 0.00% | 18:35 | 12:41 | 14:10 | 17:54 | 21:15 | 27:00 | 07:05 | 05:14 |
 | Chainmail | 13 | 22.41% | 33.3 | 38.46% | -19.32% | -38.46% | -5.13% | 3.19% | 13:41 | 05:09 | 09:12 | 12:26 | 19:39 | 21:18 | 10:27 | 07:44 |
 | Witch Blade | 13 | 22.41% | 30.8 | 38.46% | -19.32% | +28.21% | -5.13% | -3.65% | 16:18 | 11:28 | 12:05 | 14:59 | 21:13 | 21:37 | 09:08 | 06:45 |
 | Aghanim's Scepter | 7 | 12.07% | 28.2 | 42.86% | -12.04% | +7.14% | +7.14% | 0.00% | 38:03 | 18:28 | 23:37 | 38:16 | 39:42 | 57:45 | 16:05 | 11:54 |
 | Dragon Lance | 1 | 1.72% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.72% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.72% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.72% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 3.45% | 15.4 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 59:44 | 57:45 | 57:45 | 1:01:42 | 1:01:42 | 1:01:42 | 03:57 | 02:55 |
 | Shiva's Guard | 2 | 3.45% | 12.8 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 41:43 | 31:30 | 31:30 | 51:55 | 51:55 | 51:55 | 20:25 | 15:07 |
 | Quelling Blade | 2 | 3.45% | 10.3 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 12:41 | 07:28 | 07:28 | 17:54 | 17:54 | 17:54 | 10:26 | 07:43 |
 | Orchid Malevolence | 1 | 1.72% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |
 | Phase Boots | 2 | 3.45% | 5.1 | 0.00% | -55.36% | 0.00% | 0.00% | 0.00% | 08:43 | 08:41 | 08:41 | 08:44 | 08:44 | 08:44 | 00:03 | 00:02 |
 | Eul's Scepter of Divinity | 2 | 3.45% | 2.6 | 0.00% | -55.36% | 0.00% | 0.00% | 0.00% | 22:53 | 19:33 | 19:33 | 26:13 | 26:13 | 26:13 | 06:40 | 04:56 |