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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 | 29 | 55.77% | 100.0 | 72.41% | +37.63% | +27.59% | -15.27% | -4.15% | 28:39 | 15:49 | 22:33 | 27:49 | 32:52 | 53:27 | 10:19 | 07:38 |
 | Black King Bar | 44 | 84.62% | 97.4 | 65.91% | +65.91% | +25.00% | -11.36% | -5.17% | 24:33 | 17:33 | 19:51 | 23:57 | 26:53 | 44:20 | 07:02 | 05:12 |
 | Blink Dagger | 32 | 61.54% | 94.9 | 68.75% | +33.75% | -6.25% | -6.25% | 0.00% | 23:55 | 13:35 | 17:54 | 21:01 | 28:14 | 50:55 | 10:20 | 07:39 |
 | Scythe of Vyse | 29 | 55.77% | 92.3 | 68.97% | +29.84% | +2.46% | -26.11% | -4.75% | 33:51 | 23:52 | 30:29 | 33:49 | 36:30 | 43:59 | 06:01 | 04:27 |
 | Octarine Core | 8 | 15.38% | 89.7 | 87.50% | +37.50% | +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 | 15.38% | 87.2 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 41:23 | 32:22 | 34:13 | 40:15 | 41:46 | 56:00 | 07:33 | 05:35 |
 | Ring of Health | 18 | 34.62% | 84.6 | 72.22% | +25.16% | +7.78% | -22.22% | -2.06% | 39:07 | 25:59 | 31:32 | 35:20 | 46:06 | 59:53 | 14:34 | 10:47 |
 | Void Stone | 34 | 65.38% | 82.1 | 64.71% | +25.82% | -20.27% | -2.21% | 2.15% | 30:32 | 15:30 | 26:34 | 30:29 | 34:57 | 43:23 | 08:23 | 06:12 |
 | Magic Wand | 41 | 78.85% | 79.5 | 60.98% | +24.62% | +9.02% | -0.98% | -1.26% | 06:01 | -01:28 | 02:08 | 03:43 | 10:05 | 19:00 | 07:57 | 05:53 |
 | Hand of Midas | 43 | 82.69% | 76.9 | 60.47% | +27.14% | +21.35% | +3.17% | -3.67% | 11:59 | 07:03 | 08:32 | 11:25 | 13:29 | 20:58 | 04:57 | 03:40 |
 | Magic Stick | 47 | 90.38% | 74.4 | 57.45% | +17.45% | +0.88% | +0.88% | 0.00% | 02:15 | -01:29 | 00:48 | 01:42 | 02:49 | 14:19 | 02:01 | 01:29 |
 | Boots of Travel | 35 | 67.31% | 71.8 | 60.00% | +12.94% | -4.44% | +6.67% | 1.27% | 34:26 | 13:47 | 29:33 | 34:37 | 38:18 | 52:37 | 08:45 | 06:28 |
 | Boots of Speed | 52 | 100.00% | 69.2 | 55.77% | +55.77% | +5.77% | +21.15% | 4.59% | 05:31 | 02:01 | 03:36 | 05:25 | 06:57 | 11:46 | 03:21 | 02:28 |
 | Refresher Orb | 10 | 19.23% | 66.7 | 70.00% | +17.62% | +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 | 17.31% | 64.1 | 66.67% | +13.18% | -16.67% | -16.67% | 0.00% | 34:51 | 25:59 | 29:15 | 32:29 | 35:20 | 47:32 | 06:05 | 04:30 |
 | Ring of Protection | 21 | 40.38% | 61.5 | 47.62% | -13.67% | -7.62% | -7.62% | 0.00% | 04:46 | 01:42 | 03:26 | 04:43 | 05:21 | 10:39 | 01:55 | 01:25 |
 | Urn of Shadows | 21 | 40.38% | 59.0 | 47.62% | -13.67% | -7.62% | -27.62% | -10.81% | 06:03 | 03:35 | 04:59 | 05:40 | 06:50 | 12:20 | 01:51 | 01:22 |
 | Power Treads | 8 | 15.38% | 56.4 | 62.50% | +7.95% | +37.50% | -12.50% | 0.00% | 07:17 | 04:29 | 05:22 | 05:55 | 07:24 | 12:00 | 02:02 | 01:30 |
 | Wind Lace | 11 | 21.15% | 53.8 | 54.55% | -1.55% | +12.12% | -21.22% | -5.90% | 12:11 | 03:12 | 08:07 | 10:59 | 13:46 | 25:07 | 05:39 | 04:11 |
 | Spirit Vessel | 11 | 21.15% | 51.3 | 54.55% | -1.55% | +45.45% | -21.22% | -21.74% | 13:43 | 10:07 | 11:10 | 13:40 | 14:14 | 18:06 | 03:04 | 02:16 |
 | Null Talisman | 29 | 55.77% | 48.7 | 37.93% | -40.33% | +19.21% | -23.64% | -19.63% | 02:52 | 00:33 | 01:33 | 02:17 | 03:44 | 08:42 | 02:11 | 01:37 |
 | Aeon Disk | 2 | 3.85% | 46.2 | 100.00% | +46.00% | 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 | 3.85% | 43.6 | 100.00% | +46.00% | 0.00% | 0.00% | 0.00% | 43:20 | 38:10 | 38:10 | 48:29 | 48:29 | 48:29 | 10:19 | 07:38 |
 | Drum of Endurance | 7 | 13.46% | 41.0 | 57.14% | +1.58% | -7.14% | -7.14% | 0.00% | 13:06 | 08:46 | 09:00 | 13:19 | 13:41 | 20:42 | 04:41 | 03:28 |
 | Witch Blade | 12 | 23.08% | 38.5 | 41.67% | -18.33% | +25.00% | -8.34% | -4.73% | 15:52 | 11:28 | 12:05 | 14:43 | 19:08 | 21:37 | 07:03 | 05:13 |
 | Chainmail | 12 | 23.08% | 35.9 | 41.67% | -18.33% | -41.67% | -8.34% | 6.17% | 13:03 | 05:09 | 09:12 | 10:58 | 14:36 | 21:18 | 05:24 | 04:00 |
 | Force Staff | 6 | 11.54% | 33.3 | 50.00% | -6.52% | 0.00% | -50.00% | 0.00% | 22:39 | 17:15 | 19:16 | 21:38 | 27:14 | 28:20 | 07:58 | 05:54 |
 | Fluffy Hat | 6 | 11.54% | 30.8 | 50.00% | -6.52% | 0.00% | +50.00% | 0.00% | 19:34 | 14:10 | 15:05 | 17:54 | 21:57 | 27:00 | 06:52 | 05:05 |
 | Aghanim's Scepter | 7 | 13.46% | 28.2 | 42.86% | -14.92% | +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 | 1.92% | 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 | 1.92% | 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 | 1.92% | 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 | 1.92% | 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 |
 | Shiva's Guard | 2 | 3.85% | 15.4 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 41:43 | 31:30 | 31:30 | 51:55 | 51:55 | 51:55 | 20:25 | 15:07 |
 | Aghanim's Blessing | 2 | 3.85% | 12.8 | 50.00% | -6.00% | +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 |
 | Quelling Blade | 2 | 3.85% | 10.3 | 50.00% | -6.00% | -50.00% | 0.00% | 0.00% | 12:41 | 07:28 | 07:28 | 17:54 | 17:54 | 17:54 | 10:26 | 07:43 |
 | Eul's Scepter of Divinity | 2 | 3.85% | 7.7 | 0.00% | -58.00% | 0.00% | 0.00% | 0.00% | 22:53 | 19:33 | 19:33 | 26:13 | 26:13 | 26:13 | 06:40 | 04:56 |
 | Orchid Malevolence | 1 | 1.92% | 5.1 | 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 | 3.85% | 2.6 | 0.00% | -58.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:41 | 08:41 | 08:44 | 08:44 | 08:44 | 00:03 | 00:02 |