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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 | |
 | Magic Wand | 24 | 52.17% | 100.0 | 58.33% | +40.15% | -25.00% | +8.34% | 9.71% | 08:14 | 00:51 | 06:37 | 09:11 | 10:03 | 13:21 | 03:26 | 02:32 |
 | Arcane Boots | 3 | 6.52% | 98.4 | 100.00% | +65.12% | 0.00% | 0.00% | 0.00% | 22:44 | 09:19 | 09:19 | 22:54 | 35:59 | 35:59 | 26:40 | 19:45 |
 | Magic Stick | 37 | 80.43% | 96.8 | 43.24% | +21.02% | -21.02% | +23.43% | 24.25% | 00:59 | -01:30 | -01:29 | -01:25 | 03:19 | 09:34 | 04:48 | 03:33 |
 | Wind Lace | 13 | 28.26% | 95.2 | 53.85% | +20.52% | +12.82% | +12.82% | 0.00% | 15:18 | 05:53 | 11:09 | 12:07 | 19:31 | 28:00 | 08:22 | 06:11 |
 | Boots of Speed | 46 | 100.00% | 93.5 | 39.13% | +39.13% | +2.54% | +24.51% | 8.91% | 04:40 | 00:54 | 03:32 | 04:23 | 06:00 | 08:20 | 02:28 | 01:49 |
 | Tranquil Boots | 8 | 17.39% | 91.9 | 62.50% | +28.29% | +37.50% | -12.50% | -4.78% | 18:24 | 10:54 | 12:16 | 14:08 | 22:44 | 33:11 | 10:28 | 07:45 |
 | Overwhelming Blink | 8 | 17.39% | 90.3 | 62.50% | +28.29% | -12.50% | -12.50% | 0.00% | 37:25 | 29:47 | 32:46 | 37:22 | 40:08 | 47:14 | 07:22 | 05:27 |
 | Ring of Health | 6 | 13.04% | 88.7 | 66.67% | +31.67% | +33.33% | -66.67% | 0.00% | 39:06 | 28:29 | 29:49 | 32:16 | 47:04 | 58:21 | 17:15 | 12:46 |
 | Aghanim's Shard | 14 | 30.43% | 87.1 | 50.00% | +15.62% | 0.00% | -16.67% | -1.18% | 27:06 | 16:09 | 19:13 | 26:54 | 33:20 | 42:44 | 14:07 | 10:27 |
 | Buckler | 14 | 30.43% | 85.5 | 50.00% | +15.62% | +25.00% | -16.67% | -4.07% | 25:56 | 10:01 | 22:14 | 25:14 | 32:28 | 36:27 | 10:14 | 07:34 |
 | Satanic | 9 | 19.57% | 83.9 | 55.56% | +20.42% | -55.56% | -5.56% | 9.15% | 32:56 | 27:59 | 29:55 | 31:26 | 35:23 | 39:10 | 05:28 | 04:02 |
 | Ring of Protection | 15 | 32.61% | 82.3 | 46.67% | +11.19% | +3.33% | -21.67% | -2.69% | 23:30 | -01:29 | 21:32 | 25:14 | 30:50 | 36:27 | 09:18 | 06:53 |
 | Power Treads | 19 | 41.30% | 80.6 | 42.11% | +5.07% | +17.89% | -22.11% | -30.77% | 06:04 | 04:54 | 05:04 | 06:02 | 06:22 | 09:23 | 01:18 | 00:57 |
 | Hood of Defiance | 2 | 4.35% | 79.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:09 | 30:02 | 30:02 | 32:16 | 32:16 | 32:16 | 02:14 | 01:39 |
 | Linken's Sphere | 2 | 4.35% | 77.4 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 33:45 | 28:37 | 28:37 | 38:52 | 38:52 | 38:52 | 10:15 | 07:35 |
 | Aghanim's Scepter | 2 | 4.35% | 75.8 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 41:39 | 35:58 | 35:58 | 47:20 | 47:20 | 47:20 | 11:22 | 08:25 |
 | Headdress | 2 | 4.35% | 74.2 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 25:08 | 16:15 | 16:15 | 34:01 | 34:01 | 34:01 | 17:46 | 13:09 |
 | Blink Dagger | 30 | 65.22% | 72.6 | 36.67% | -7.08% | +13.33% | +6.19% | -1.28% | 20:07 | 14:15 | 16:32 | 18:55 | 22:07 | 34:22 | 05:35 | 04:08 |
 | Force Staff | 7 | 15.22% | 71.0 | 57.14% | +21.24% | -7.14% | -7.14% | 0.00% | 27:32 | 20:24 | 22:01 | 23:51 | 29:26 | 43:49 | 07:25 | 05:29 |
 | Fluffy Hat | 7 | 15.22% | 69.4 | 57.14% | +21.24% | -7.14% | -7.14% | 0.00% | 16:06 | 10:47 | 10:56 | 14:49 | 17:01 | 26:33 | 06:05 | 04:30 |
 | Void Stone | 10 | 21.74% | 67.7 | 50.00% | +13.89% | +16.67% | -50.00% | -5.28% | 33:45 | 24:05 | 25:57 | 32:06 | 38:35 | 47:04 | 12:38 | 09:21 |
 | Assault Cuirass | 10 | 21.74% | 66.1 | 50.00% | +13.89% | +16.67% | -50.00% | -8.35% | 27:38 | 21:40 | 24:33 | 26:45 | 32:32 | 33:39 | 07:59 | 05:54 |
 | Morbid Mask | 29 | 63.04% | 64.5 | 34.48% | -12.58% | +8.38% | -5.91% | -9.03% | 08:57 | 06:11 | 06:41 | 07:40 | 08:16 | 27:50 | 01:35 | 01:10 |
 | Quelling Blade | 34 | 73.91% | 62.9 | 32.35% | -25.98% | +12.09% | +5.15% | 0.00% | 00:00 | -01:30 | -01:29 | -01:29 | -01:29 | 46:29 | 00:00 | 00:00 |
 | Mask of Madness | 27 | 58.70% | 61.3 | 33.33% | -14.04% | +9.53% | -33.33% | -32.15% | 09:48 | 08:30 | 09:05 | 09:46 | 10:25 | 11:43 | 01:20 | 00:59 |
 | Bloodthorn | 8 | 17.39% | 59.7 | 50.00% | +13.16% | 0.00% | -50.00% | -5.77% | 32:58 | 24:08 | 25:13 | 32:03 | 33:53 | 47:00 | 08:40 | 06:25 |
 | Orchid Malevolence | 8 | 17.39% | 58.1 | 50.00% | +13.16% | 0.00% | -50.00% | -5.34% | 31:48 | 24:08 | 24:31 | 29:30 | 33:53 | 47:00 | 09:22 | 06:56 |
 | Shadow Blade | 8 | 17.39% | 56.5 | 50.00% | +13.16% | 0.00% | 0.00% | 0.00% | 26:32 | 19:39 | 23:38 | 25:24 | 29:12 | 35:21 | 05:34 | 04:07 |
 | Black King Bar | 29 | 63.04% | 54.8 | 31.03% | -21.91% | +26.11% | -16.74% | -12.54% | 19:47 | 16:31 | 17:44 | 19:06 | 21:09 | 26:37 | 03:25 | 02:31 |
 | Echo Sabre | 30 | 65.22% | 53.2 | 30.00% | -26.25% | +7.50% | -30.00% | -28.48% | 13:33 | 10:24 | 13:04 | 13:16 | 14:23 | 15:19 | 01:19 | 00:58 |
 | Drum of Endurance | 6 | 13.04% | 51.6 | 50.00% | +12.50% | +50.00% | +50.00% | 0.00% | 21:35 | 16:54 | 19:15 | 19:30 | 24:47 | 28:00 | 05:32 | 04:05 |
 | Swift Blink | 3 | 6.52% | 50.0 | 66.67% | +29.46% | +33.33% | 0.00% | 0.00% | 36:55 | 33:57 | 33:57 | 35:39 | 41:10 | 41:10 | 07:13 | 05:20 |
 | Silver Edge | 7 | 15.22% | 48.4 | 42.86% | +4.40% | +7.14% | +7.14% | 0.00% | 30:40 | 25:42 | 27:43 | 29:39 | 33:04 | 36:03 | 05:21 | 03:57 |
 | Mage Slayer | 12 | 26.09% | 46.8 | 33.33% | -7.85% | +33.34% | -33.33% | -6.86% | 29:05 | 20:00 | 22:30 | 24:27 | 32:13 | 47:00 | 09:43 | 07:11 |
 | Crystalys | 14 | 30.43% | 45.2 | 28.57% | -15.18% | -3.57% | +4.76% | 0.92% | 30:00 | 19:42 | 25:32 | 27:12 | 34:37 | 41:06 | 09:05 | 06:43 |
 | Wraith Pact | 1 | 2.17% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.17% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.17% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.17% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.17% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.17% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.17% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.17% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.17% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Chainmail | 14 | 30.43% | 29.0 | 14.29% | -35.71% | +10.71% | +19.04% | 3.84% | 05:42 | 01:23 | 03:03 | 03:25 | 05:13 | 21:11 | 02:10 | 01:36 |
 | Monkey King Bar | 3 | 6.52% | 27.4 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 33:14 | 27:55 | 27:55 | 35:16 | 36:32 | 36:32 | 08:37 | 06:22 |
 | Javelin | 3 | 6.52% | 25.8 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 32:20 | 26:33 | 26:33 | 35:00 | 35:27 | 35:27 | 08:54 | 06:35 |
 | Boots of Bearing | 3 | 6.52% | 24.2 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 37:27 | 33:57 | 33:57 | 35:11 | 43:13 | 43:13 | 09:16 | 06:51 |
 | Bracer | 4 | 8.70% | 22.6 | 25.00% | -15.48% | -25.00% | -25.00% | 0.00% | 06:13 | 02:14 | 02:14 | 02:39 | 06:23 | 13:37 | 04:09 | 03:04 |
 | Phase Boots | 12 | 26.09% | 21.0 | 8.33% | -41.67% | +25.00% | -8.33% | -33.33% | 05:56 | 03:59 | 05:19 | 05:51 | 06:13 | 07:56 | 00:54 | 00:40 |
 | Wraith Band | 6 | 13.04% | 19.4 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 02:14 | 01:59 | 02:01 | 02:07 | 02:22 | 02:41 | 00:21 | 00:15 |
 | Blight Stone | 1 | 2.17% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.17% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.17% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.17% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.17% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Daedalus | 4 | 8.70% | 9.7 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 35:01 | 27:52 | 27:52 | 29:39 | 37:56 | 44:38 | 10:04 | 07:27 |
 | Aeon Disk | 1 | 2.17% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 |
 | Crown | 1 | 2.17% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 4.35% | 4.8 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 52:45 | 47:04 | 47:04 | 58:26 | 58:26 | 58:26 | 11:22 | 08:25 |
 | Hand of Midas | 1 | 2.17% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.17% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 00:00 | 00:00 |