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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 | |
 | Blink Dagger | 9 | 8.41% | 100.0 | 100.00% | +58.16% | 0.00% | 0.00% | 0.00% | 28:56 | 21:16 | 25:31 | 27:43 | 32:31 | 38:08 | 07:00 | 05:11 |
 | Aeon Disk | 8 | 7.48% | 98.2 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 36:05 | 30:24 | 32:45 | 35:10 | 36:32 | 45:52 | 03:47 | 02:48 |
 | Kaya and Sange | 40 | 37.38% | 96.4 | 75.00% | +45.15% | +5.00% | -15.00% | -4.14% | 30:52 | 23:12 | 28:24 | 29:46 | 33:14 | 49:45 | 04:50 | 03:34 |
 | Sange | 40 | 37.38% | 94.6 | 75.00% | +45.15% | +5.00% | -5.00% | -2.11% | 29:46 | 23:11 | 26:02 | 28:44 | 30:47 | 49:45 | 04:45 | 03:31 |
 | Kaya | 48 | 44.86% | 92.9 | 66.67% | +36.16% | +16.66% | 0.00% | -3.06% | 28:13 | 18:28 | 24:58 | 27:45 | 30:25 | 49:42 | 05:27 | 04:02 |
 | Void Stone | 29 | 27.10% | 91.1 | 68.97% | +30.51% | +2.46% | -11.83% | -0.82% | 34:22 | 07:02 | 24:32 | 36:40 | 42:00 | 55:51 | 17:28 | 12:56 |
 | Orb of Corrosion | 72 | 67.29% | 89.3 | 55.56% | +26.99% | +11.11% | -11.12% | -6.38% | 07:37 | 03:42 | 05:35 | 07:09 | 09:04 | 17:52 | 03:29 | 02:34 |
 | Orb of Venom | 72 | 67.29% | 87.5 | 55.56% | +26.99% | +16.66% | -5.56% | -6.80% | 06:39 | 02:36 | 04:41 | 06:10 | 07:57 | 17:19 | 03:16 | 02:25 |
 | Fluffy Hat | 73 | 68.22% | 85.7 | 54.79% | +25.38% | +17.43% | -10.35% | -7.65% | 07:21 | 02:49 | 04:51 | 06:35 | 08:29 | 32:02 | 03:38 | 02:41 |
 | Maelstrom | 89 | 83.18% | 83.9 | 51.69% | +29.47% | +2.86% | +7.40% | 2.37% | 16:08 | 12:08 | 14:40 | 15:35 | 16:35 | 24:48 | 01:55 | 01:25 |
 | Aghanim's Scepter | 38 | 35.51% | 82.1 | 57.89% | +17.31% | +22.11% | +8.78% | -2.45% | 33:22 | 23:28 | 30:11 | 32:25 | 35:38 | 48:45 | 05:27 | 04:02 |
 | Ring of Health | 22 | 20.56% | 80.4 | 63.64% | +21.29% | -13.64% | -3.64% | 0.70% | 35:35 | 05:18 | 29:21 | 36:39 | 43:44 | 55:50 | 14:23 | 10:39 |
 | Javelin | 90 | 84.11% | 78.6 | 51.11% | +27.58% | -11.98% | -1.11% | 3.26% | 13:07 | 08:35 | 11:01 | 12:27 | 14:21 | 24:48 | 03:20 | 02:28 |
 | Crown | 9 | 8.41% | 76.8 | 77.78% | +33.90% | -27.78% | -27.78% | 0.00% | 39:15 | 07:55 | 32:17 | 43:21 | 43:28 | 51:23 | 11:11 | 08:17 |
 | Rod of Atos | 9 | 8.41% | 75.0 | 77.78% | +33.90% | -27.78% | -27.78% | 0.00% | 40:39 | 20:32 | 32:21 | 43:21 | 43:28 | 51:23 | 11:07 | 08:14 |
 | Gleipnir | 9 | 8.41% | 73.2 | 77.78% | +33.90% | -27.78% | -27.78% | 0.00% | 41:12 | 20:54 | 32:56 | 43:28 | 43:51 | 51:34 | 10:55 | 08:05 |
 | Aghanim's Shard | 53 | 49.53% | 71.4 | 52.83% | +12.09% | +8.71% | +1.02% | -1.12% | 29:03 | 16:36 | 25:55 | 29:04 | 32:47 | 43:14 | 06:52 | 05:05 |
 | Aghanim's Blessing | 4 | 3.74% | 69.6 | 100.00% | +55.34% | 0.00% | 0.00% | 0.00% | 48:05 | 41:07 | 41:07 | 45:22 | 48:45 | 57:04 | 07:38 | 05:39 |
 | Blight Stone | 98 | 91.59% | 67.9 | 47.96% | +14.63% | +4.04% | -22.96% | -14.21% | 03:57 | 01:19 | 02:37 | 03:09 | 04:31 | 11:20 | 01:54 | 01:24 |
 | Magic Stick | 106 | 99.07% | 66.1 | 47.17% | +47.17% | +0.98% | -8.71% | -2.01% | 04:59 | -01:29 | 02:24 | 03:48 | 07:13 | 18:01 | 04:49 | 03:34 |
 | Quelling Blade | 104 | 97.20% | 64.3 | 47.12% | +13.79% | +10.57% | +2.88% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | -00:51 | 00:00 | 00:00 |
 | Bottle | 104 | 97.20% | 62.5 | 47.12% | +13.79% | -4.81% | -20.20% | -15.39% | 02:14 | 00:26 | 01:25 | 01:34 | 01:48 | 32:10 | 00:23 | 00:17 |
 | Boots of Speed | 107 | 100.00% | 60.7 | 46.73% | +46.73% | +8.83% | +8.83% | 0.00% | 04:14 | -01:29 | 03:10 | 04:37 | 05:48 | 09:20 | 02:38 | 01:57 |
 | Phase Boots | 100 | 93.46% | 58.9 | 47.00% | +4.14% | -7.00% | -7.00% | 0.00% | 09:09 | 04:41 | 07:46 | 09:01 | 10:04 | 22:41 | 02:18 | 01:42 |
 | Chainmail | 101 | 94.39% | 57.1 | 46.53% | -3.47% | -10.53% | -14.53% | -1.63% | 08:25 | 03:11 | 07:01 | 08:19 | 09:28 | 15:11 | 02:27 | 01:48 |
 | Black King Bar | 85 | 79.44% | 55.4 | 47.06% | +1.61% | +10.08% | -18.49% | -7.58% | 22:53 | 16:37 | 20:49 | 22:43 | 24:35 | 34:43 | 03:46 | 02:47 |
 | Boots of Travel | 6 | 5.61% | 53.6 | 83.33% | +38.78% | -33.33% | +16.67% | 0.00% | 44:11 | 40:27 | 41:09 | 42:58 | 47:18 | 48:23 | 06:09 | 04:33 |
 | Linken's Sphere | 12 | 11.21% | 51.8 | 66.67% | +22.46% | +33.33% | -33.34% | -5.31% | 33:18 | 21:11 | 26:23 | 33:30 | 38:57 | 43:16 | 12:34 | 09:18 |
 | Magic Wand | 94 | 87.85% | 50.0 | 44.68% | -16.86% | +1.15% | -5.55% | -1.47% | 08:25 | -00:43 | 05:38 | 07:38 | 10:11 | 19:57 | 04:33 | 03:22 |
 | Refresher Orb | 8 | 7.48% | 48.2 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 45:47 | 36:39 | 40:04 | 45:34 | 48:20 | 56:04 | 08:16 | 06:07 |
 | Shiva's Guard | 18 | 16.82% | 46.4 | 55.56% | +10.62% | -35.56% | -5.56% | 4.89% | 38:58 | 27:49 | 34:42 | 37:45 | 40:50 | 56:38 | 06:08 | 04:32 |
 | Eul's Scepter of Divinity | 3 | 2.80% | 44.6 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 18:44 | 16:04 | 16:04 | 17:39 | 22:28 | 22:28 | 06:24 | 04:44 |
 | Aether Lens | 3 | 2.80% | 42.9 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 41:07 | 39:05 | 39:05 | 40:49 | 43:26 | 43:26 | 04:21 | 03:13 |
 | Octarine Core | 3 | 2.80% | 41.1 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 43:41 | 43:04 | 43:04 | 43:26 | 44:34 | 44:34 | 01:30 | 01:06 |
 | Wind Lace | 5 | 4.67% | 39.3 | 80.00% | +34.90% | +20.00% | +20.00% | 0.00% | 13:05 | 03:13 | 03:13 | 16:06 | 17:05 | 18:06 | 13:52 | 10:16 |
 | Scythe of Vyse | 5 | 4.67% | 37.5 | 80.00% | +34.90% | +20.00% | +20.00% | 0.00% | 37:09 | 31:50 | 31:50 | 36:52 | 37:54 | 43:28 | 06:04 | 04:29 |
 | Desolator | 2 | 1.87% | 35.7 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 30:54 | 25:23 | 25:23 | 36:25 | 36:25 | 36:25 | 11:02 | 08:10 |
 | Mask of Madness | 2 | 1.87% | 33.9 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 29:13 | 26:06 | 26:06 | 32:19 | 32:19 | 32:19 | 06:13 | 04:36 |
 | Eye of Skadi | 3 | 2.80% | 32.1 | 66.67% | +20.52% | -66.67% | 0.00% | 0.00% | 41:52 | 39:56 | 39:56 | 42:11 | 43:28 | 43:28 | 03:32 | 02:37 |
 | Ring of Protection | 1 | 0.93% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.93% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.93% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:09 | 52:09 | 52:09 | 52:09 | 52:09 | 52:09 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.93% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.93% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:36 | 58:36 | 58:36 | 58:36 | 58:36 | 58:36 | 00:00 | 00:00 |
 | Yasha | 1 | 0.93% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.93% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.93% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.93% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 00:00 | 00:00 |
 | Power Treads | 2 | 1.87% | 14.3 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 09:34 | 09:13 | 09:13 | 09:54 | 09:54 | 09:54 | 00:41 | 00:30 |
 | Crystalys | 3 | 2.80% | 12.5 | 33.33% | -13.79% | -33.33% | 0.00% | 0.00% | 34:43 | 32:31 | 32:31 | 34:39 | 36:58 | 36:58 | 04:27 | 03:17 |
 | Blade Mail | 4 | 3.74% | 10.7 | 25.00% | -22.57% | -25.00% | -25.00% | 0.00% | 14:18 | 12:48 | 12:48 | 14:30 | 14:43 | 15:11 | 01:55 | 01:25 |
 | Meteor Hammer | 1 | 0.93% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 00:00 | 00:00 |
 | Battle Fury | 1 | 0.93% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Radiance | 1 | 0.93% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.87% | 3.6 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 05:11 | 03:11 | 03:11 | 07:11 | 07:11 | 07:11 | 04:00 | 02:57 |
 | Force Staff | 1 | 0.93% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |