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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 | |
 | Satanic | 7 | 5.60% | 100.0 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 41:08 | 30:16 | 32:51 | 40:37 | 41:17 | 1:03:05 | 08:26 | 06:14 |
 | Morbid Mask | 9 | 7.20% | 98.5 | 88.89% | +39.75% | +11.11% | -38.89% | -2.75% | 37:24 | 23:22 | 25:37 | 32:19 | 43:48 | 60:55 | 18:11 | 13:28 |
 | Blink Dagger | 120 | 96.00% | 96.9 | 54.17% | +54.17% | +5.83% | -4.17% | -4.44% | 13:08 | 08:48 | 11:39 | 12:34 | 13:54 | 23:39 | 02:15 | 01:40 |
 | Aghanim's Scepter | 26 | 20.80% | 95.4 | 65.38% | +16.90% | +6.05% | -15.38% | -1.79% | 35:37 | 21:12 | 29:50 | 33:12 | 41:48 | 54:16 | 11:58 | 08:51 |
 | Magic Wand | 100 | 80.00% | 93.8 | 54.00% | +10.00% | +2.00% | -6.00% | -1.78% | 06:51 | -01:29 | 04:07 | 05:58 | 08:36 | 29:40 | 04:29 | 03:19 |
 | Black King Bar | 103 | 82.40% | 92.3 | 53.40% | +7.95% | +19.68% | -14.94% | -12.44% | 23:23 | 18:13 | 21:31 | 22:47 | 24:18 | 34:51 | 02:47 | 02:03 |
 | Boots of Speed | 125 | 100.00% | 90.8 | 52.00% | +52.00% | +2.84% | -10.06% | -5.86% | 04:33 | -01:29 | 03:33 | 04:34 | 05:45 | 09:56 | 02:12 | 01:37 |
 | Power Treads | 119 | 95.20% | 89.2 | 51.26% | -15.41% | -1.26% | -1.26% | 0.00% | 07:44 | 04:23 | 06:54 | 07:37 | 08:04 | 16:05 | 01:10 | 00:51 |
 | Magic Stick | 117 | 93.60% | 87.7 | 51.28% | -11.22% | +3.89% | -6.45% | -2.38% | 03:31 | -01:29 | 01:38 | 03:05 | 05:59 | 14:46 | 04:21 | 03:13 |
 | Ring of Protection | 72 | 57.60% | 86.2 | 54.17% | +5.11% | -15.28% | -4.17% | 1.11% | 09:55 | -01:30 | 02:04 | 02:51 | 12:02 | 49:24 | 09:58 | 07:22 |
 | Quelling Blade | 116 | 92.80% | 84.6 | 50.86% | -15.81% | -2.58% | -6.03% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Soul Ring | 56 | 44.80% | 83.1 | 55.36% | +6.08% | +1.78% | +1.78% | 0.00% | 04:56 | 01:46 | 03:16 | 04:02 | 05:11 | 13:58 | 01:55 | 01:25 |
 | Buckler | 34 | 27.20% | 81.5 | 55.88% | +5.33% | +33.01% | -5.88% | -4.23% | 33:25 | 23:21 | 28:23 | 31:43 | 37:34 | 49:25 | 09:11 | 06:48 |
 | Sange | 30 | 24.00% | 80.0 | 56.67% | +6.14% | -6.67% | -13.81% | -0.90% | 26:01 | 14:22 | 22:00 | 25:41 | 29:55 | 44:53 | 07:55 | 05:51 |
 | Bracer | 70 | 56.00% | 78.5 | 48.57% | -7.79% | +12.54% | -7.39% | -11.39% | 02:28 | -01:29 | 01:36 | 01:57 | 03:21 | 07:50 | 01:45 | 01:17 |
 | Ring of Health | 14 | 11.20% | 76.9 | 64.29% | +13.84% | +10.71% | +2.38% | -1.01% | 16:07 | 04:36 | 11:15 | 14:27 | 19:32 | 27:19 | 08:17 | 06:08 |
 | Assault Cuirass | 30 | 24.00% | 75.4 | 53.33% | +1.75% | +34.17% | -10.47% | -4.58% | 34:51 | 26:14 | 30:04 | 33:33 | 39:49 | 47:38 | 09:45 | 07:13 |
 | Bottle | 33 | 26.40% | 73.8 | 51.52% | -0.65% | +10.98% | -1.52% | -12.50% | 01:45 | 01:05 | 01:28 | 01:40 | 01:59 | 02:44 | 00:31 | 00:22 |
 | Heaven's Halberd | 18 | 14.40% | 72.3 | 55.56% | +4.16% | -15.56% | -30.56% | -2.24% | 28:00 | 16:08 | 25:13 | 29:20 | 31:54 | 34:56 | 06:41 | 04:57 |
 | Void Stone | 3 | 2.40% | 70.8 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 28:08 | 26:26 | 26:26 | 27:19 | 30:39 | 30:39 | 04:13 | 03:07 |
 | Overwhelming Blink | 3 | 2.40% | 69.2 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 51:45 | 36:11 | 36:11 | 58:01 | 1:01:02 | 1:01:02 | 24:51 | 18:24 |
 | Sange and Yasha | 5 | 4.00% | 67.7 | 80.00% | +29.17% | +20.00% | +20.00% | 0.00% | 32:46 | 24:45 | 24:45 | 30:05 | 35:32 | 47:47 | 10:47 | 07:59 |
 | Yasha | 5 | 4.00% | 66.2 | 80.00% | +29.17% | +20.00% | +20.00% | 0.00% | 32:25 | 24:23 | 24:23 | 29:25 | 35:22 | 47:43 | 10:59 | 08:08 |
 | Hood of Defiance | 12 | 9.60% | 64.6 | 58.33% | +7.00% | +8.34% | -25.00% | -5.72% | 14:43 | 06:12 | 11:18 | 12:56 | 17:08 | 24:36 | 05:50 | 04:19 |
 | Fluffy Hat | 15 | 12.00% | 63.1 | 53.33% | +1.51% | -28.33% | +21.67% | 19.11% | 08:27 | 02:55 | 03:46 | 04:44 | 06:23 | 35:12 | 02:37 | 01:56 |
 | Falcon Blade | 12 | 9.60% | 61.5 | 50.00% | -2.21% | -16.67% | +16.67% | 12.99% | 06:19 | 03:58 | 04:37 | 05:46 | 07:11 | 10:32 | 02:34 | 01:54 |
 | Tranquil Boots | 4 | 3.20% | 60.0 | 75.00% | +23.76% | -75.00% | +25.00% | 8.56% | 21:03 | 10:32 | 10:32 | 20:31 | 22:13 | 30:54 | 11:41 | 08:39 |
 | Shadow Blade | 13 | 10.40% | 58.5 | 46.15% | -6.53% | -12.82% | -12.82% | 0.00% | 29:38 | 15:04 | 26:19 | 28:49 | 33:36 | 43:23 | 07:17 | 05:23 |
 | Lotus Orb | 2 | 1.60% | 56.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 29:25 | 28:25 | 28:25 | 30:25 | 30:25 | 30:25 | 02:00 | 01:28 |
 | Crystalys | 2 | 1.60% | 55.4 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 40:52 | 40:26 | 40:26 | 41:17 | 41:17 | 41:17 | 00:51 | 00:37 |
 | Aghanim's Blessing | 2 | 1.60% | 53.8 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 57:35 | 56:22 | 56:22 | 58:48 | 58:48 | 58:48 | 02:26 | 01:48 |
 | Aeon Disk | 2 | 1.60% | 52.3 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 34:08 | 31:34 | 31:34 | 36:41 | 36:41 | 36:41 | 05:07 | 03:47 |
 | Daedalus | 2 | 1.60% | 50.8 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 43:15 | 41:33 | 41:33 | 44:56 | 44:56 | 44:56 | 03:23 | 02:30 |
 | Javelin | 2 | 1.60% | 49.2 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 31:58 | 29:37 | 29:37 | 34:19 | 34:19 | 34:19 | 04:42 | 03:28 |
 | Monkey King Bar | 2 | 1.60% | 47.7 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 41:51 | 35:00 | 35:00 | 48:42 | 48:42 | 48:42 | 13:42 | 10:08 |
 | Heart of Tarrasque | 2 | 1.60% | 46.2 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 32:10 | 29:53 | 29:53 | 34:26 | 34:26 | 34:26 | 04:33 | 03:22 |
 | Force Staff | 2 | 1.60% | 44.6 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 32:09 | 29:06 | 29:06 | 35:12 | 35:12 | 35:12 | 06:06 | 04:31 |
 | Wind Lace | 7 | 5.60% | 43.1 | 57.14% | +5.45% | +42.86% | -7.14% | -8.67% | 10:46 | 03:12 | 04:17 | 05:21 | 10:03 | 26:11 | 05:46 | 04:16 |
 | Helm of Iron Will | 7 | 5.60% | 41.5 | 42.86% | -9.68% | -42.86% | +7.14% | 1.60% | 22:02 | 04:31 | 06:02 | 11:15 | 37:17 | 50:34 | 31:15 | 23:08 |
 | Drum of Endurance | 1 | 0.80% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.80% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.80% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Crown | 1 | 0.80% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.80% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.80% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.80% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.80% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.80% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.80% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.80% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 1:06:41 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.80% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Aghanim's Shard | 9 | 7.20% | 21.5 | 22.22% | -32.09% | +27.78% | -22.22% | -5.85% | 27:36 | 20:01 | 21:58 | 25:17 | 30:31 | 36:53 | 08:33 | 06:20 |
 | Nullifier | 2 | 1.60% | 20.0 | 50.00% | -2.03% | +50.00% | 0.00% | 0.00% | 39:23 | 37:50 | 37:50 | 40:55 | 40:55 | 40:55 | 03:05 | 02:17 |
 | Ring of Basilius | 2 | 1.60% | 18.5 | 50.00% | -2.03% | +50.00% | 0.00% | 0.00% | 32:56 | 16:27 | 16:27 | 49:25 | 49:25 | 49:25 | 32:58 | 24:25 |
 | Vladmir's Offering | 2 | 1.60% | 16.9 | 50.00% | -2.03% | +50.00% | 0.00% | 0.00% | 36:50 | 24:14 | 24:14 | 49:25 | 49:25 | 49:25 | 25:11 | 18:39 |
 | Armlet of Mordiggian | 4 | 3.20% | 15.4 | 25.00% | -27.89% | -25.00% | +75.00% | 50.42% | 10:05 | 08:16 | 08:16 | 08:58 | 10:15 | 12:52 | 01:59 | 01:28 |
 | Silver Edge | 4 | 3.20% | 13.8 | 25.00% | -27.89% | -25.00% | -25.00% | 0.00% | 32:42 | 31:57 | 31:57 | 32:40 | 32:54 | 33:16 | 00:57 | 00:42 |
 | Blight Stone | 1 | 0.80% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 1.60% | 10.8 | 0.00% | -52.85% | 0.00% | 0.00% | 0.00% | 50:09 | 43:14 | 43:14 | 57:03 | 57:03 | 57:03 | 13:49 | 10:14 |
 | Pipe of Insight | 1 | 0.80% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.80% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:48 | 03:48 | 03:48 | 03:48 | 03:48 | 03:48 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.80% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:17 | 00:17 | 00:17 | 00:17 | 00:17 | 00:17 | 00:00 | 00:00 |
 | Headdress | 1 | 0.80% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Orchid Malevolence | 5 | 4.00% | 3.1 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 36:45 | 26:45 | 26:45 | 32:05 | 43:06 | 50:23 | 16:21 | 12:06 |
 | Shiva's Guard | 1 | 0.80% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 00:00 | 00:00 |