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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 | |
 | Shadow Blade | 9 | 6.00% | 100.0 | 88.89% | +37.12% | -38.89% | +11.11% | 9.58% | 33:09 | 27:20 | 30:28 | 34:11 | 35:41 | 37:13 | 05:13 | 03:51 |
 | Force Staff | 48 | 32.00% | 98.4 | 64.58% | +15.56% | -6.25% | +10.42% | 2.50% | 23:24 | 14:10 | 19:44 | 21:28 | 26:24 | 37:42 | 06:40 | 04:56 |
 | Magic Wand | 123 | 82.00% | 96.9 | 57.72% | +20.68% | -12.56% | +0.34% | 2.05% | 08:03 | -01:29 | 04:21 | 07:53 | 10:39 | 19:31 | 06:18 | 04:40 |
 | Buckler | 21 | 14.00% | 95.3 | 71.43% | +20.27% | -11.43% | +28.57% | 4.39% | 22:10 | 10:58 | 16:21 | 19:44 | 25:28 | 45:08 | 09:07 | 06:45 |
 | Blink Dagger | 82 | 54.67% | 93.8 | 58.54% | +10.01% | -10.92% | +26.46% | 3.09% | 24:15 | 10:12 | 17:01 | 23:18 | 29:08 | 58:47 | 12:07 | 08:58 |
 | Fluffy Hat | 72 | 48.00% | 92.2 | 58.33% | +8.33% | +13.89% | +2.78% | -1.18% | 16:32 | 04:40 | 11:14 | 14:35 | 20:40 | 37:25 | 09:26 | 06:59 |
 | Boots of Speed | 150 | 100.00% | 90.6 | 54.00% | +54.00% | -11.89% | +10.86% | 6.96% | 06:14 | -01:29 | 04:36 | 06:12 | 07:52 | 14:52 | 03:16 | 02:25 |
 | Ring of Basilius | 27 | 18.00% | 89.1 | 66.67% | +15.45% | +4.76% | +4.76% | 0.00% | 16:26 | 02:08 | 06:03 | 16:22 | 19:53 | 45:09 | 13:50 | 10:14 |
 | Magic Stick | 143 | 95.33% | 87.5 | 53.15% | -18.28% | -14.26% | +7.96% | 9.26% | 02:27 | -01:29 | -01:29 | 01:55 | 03:53 | 19:31 | 05:22 | 03:58 |
 | Aghanim's Shard | 92 | 61.33% | 85.9 | 55.43% | +3.71% | -11.95% | +9.79% | 2.40% | 22:52 | 15:01 | 16:47 | 20:59 | 25:50 | 45:23 | 09:03 | 06:42 |
 | Headdress | 34 | 22.67% | 84.4 | 61.76% | +10.04% | +4.91% | +0.74% | -2.91% | 01:27 | -01:30 | -01:29 | -01:29 | 02:55 | 17:29 | 04:24 | 03:15 |
 | Ring of Health | 17 | 11.33% | 82.8 | 70.59% | +18.71% | -45.59% | +29.41% | 5.11% | 32:45 | 16:55 | 21:19 | 34:46 | 35:59 | 47:08 | 14:40 | 10:51 |
 | Ring of Protection | 50 | 33.33% | 81.3 | 58.00% | +6.00% | -4.15% | +8.67% | 0.88% | 11:25 | -01:29 | 03:30 | 07:15 | 18:09 | 45:08 | 14:39 | 10:51 |
 | Black King Bar | 25 | 16.67% | 79.7 | 64.00% | +12.00% | +19.33% | +19.33% | 0.00% | 25:43 | 15:32 | 18:41 | 23:43 | 30:35 | 47:58 | 11:54 | 08:48 |
 | Morbid Mask | 20 | 13.33% | 78.1 | 65.00% | +12.69% | +15.00% | +15.00% | 0.00% | 28:23 | 17:47 | 19:58 | 22:46 | 34:06 | 52:09 | 14:08 | 10:28 |
 | Void Stone | 22 | 14.67% | 76.6 | 63.64% | +11.30% | -13.64% | -23.64% | -0.61% | 32:20 | 10:20 | 23:18 | 33:29 | 39:46 | 48:21 | 16:28 | 12:11 |
 | Wind Lace | 45 | 30.00% | 75.0 | 55.56% | +2.23% | -1.01% | +8.08% | 1.16% | 10:13 | -01:29 | 05:28 | 09:23 | 13:17 | 33:13 | 07:49 | 05:47 |
 | Aghanim's Scepter | 17 | 11.33% | 73.4 | 64.71% | +12.08% | +35.29% | -14.71% | -3.22% | 31:46 | 16:14 | 24:20 | 31:59 | 39:51 | 41:13 | 15:31 | 11:29 |
 | Wraith Pact | 15 | 10.00% | 71.9 | 66.67% | +14.08% | +33.33% | +33.33% | 0.00% | 30:43 | 22:02 | 27:04 | 28:26 | 32:19 | 47:04 | 05:15 | 03:53 |
 | Bottle | 15 | 10.00% | 70.3 | 66.67% | +14.08% | +8.33% | +33.33% | 25.00% | 01:33 | 01:09 | 01:20 | 01:33 | 01:44 | 01:58 | 00:24 | 00:17 |
 | Arcane Boots | 51 | 34.00% | 68.8 | 50.98% | -4.58% | -12.52% | +18.25% | 5.92% | 14:26 | 07:45 | 10:07 | 12:12 | 15:19 | 41:46 | 05:12 | 03:51 |
 | Crystalys | 18 | 12.00% | 67.2 | 61.11% | +8.08% | -1.11% | -11.11% | -1.12% | 31:52 | 21:18 | 26:44 | 30:09 | 35:42 | 48:09 | 08:58 | 06:38 |
 | Vladmir's Offering | 16 | 10.67% | 65.6 | 62.50% | +9.51% | +12.50% | +12.50% | 0.00% | 25:56 | 18:34 | 20:41 | 22:46 | 27:25 | 45:09 | 06:44 | 04:59 |
 | Chainmail | 14 | 9.33% | 64.1 | 64.29% | +11.35% | +10.71% | -30.96% | -11.85% | 13:27 | 09:16 | 10:38 | 12:10 | 14:09 | 27:57 | 03:31 | 02:36 |
 | Aeon Disk | 6 | 4.00% | 62.5 | 83.33% | +30.55% | +16.67% | -83.33% | 0.00% | 44:14 | 33:50 | 36:29 | 44:32 | 50:55 | 51:30 | 14:26 | 10:41 |
 | Lotus Orb | 10 | 6.67% | 60.9 | 70.00% | +17.14% | -36.67% | +30.00% | 4.23% | 34:06 | 20:58 | 24:01 | 35:21 | 39:47 | 47:09 | 15:46 | 11:40 |
 | Mekansm | 10 | 6.67% | 59.4 | 70.00% | +17.14% | +30.00% | -70.00% | -25.64% | 15:42 | 12:07 | 13:50 | 14:44 | 17:44 | 21:13 | 03:54 | 02:53 |
 | Tranquil Boots | 23 | 15.33% | 57.8 | 52.17% | -2.16% | +31.16% | -18.84% | -9.29% | 13:34 | 08:53 | 10:18 | 12:54 | 15:41 | 21:19 | 05:23 | 03:59 |
 | Veil of Discord | 3 | 2.00% | 56.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% | 14:34 | 11:50 | 11:50 | 14:05 | 17:48 | 17:48 | 05:58 | 04:25 |
 | Drum of Endurance | 7 | 4.67% | 54.7 | 71.43% | +18.28% | +28.57% | +28.57% | 0.00% | 20:13 | 15:23 | 15:26 | 19:18 | 20:22 | 25:56 | 04:56 | 03:39 |
 | Silver Edge | 5 | 3.33% | 53.1 | 80.00% | +26.90% | -80.00% | +20.00% | 0.00% | 33:26 | 28:07 | 28:07 | 33:08 | 34:34 | 40:10 | 06:27 | 04:46 |
 | Soul Ring | 23 | 15.33% | 51.6 | 47.83% | -7.29% | +2.17% | +18.84% | 8.70% | 05:06 | 02:11 | 04:07 | 05:00 | 06:02 | 08:22 | 01:55 | 01:25 |
 | Daedalus | 6 | 4.00% | 50.0 | 66.67% | +13.20% | +33.33% | +33.33% | 0.00% | 32:30 | 26:20 | 26:55 | 30:19 | 40:08 | 40:57 | 13:13 | 09:47 |
 | Glimmer Cape | 19 | 12.67% | 48.4 | 42.11% | -13.62% | -2.11% | -22.11% | -1.49% | 31:15 | 15:53 | 22:46 | 28:51 | 36:10 | 53:44 | 13:24 | 09:55 |
 | Linken's Sphere | 4 | 2.67% | 46.9 | 75.00% | +21.58% | -75.00% | +25.00% | 0.00% | 40:45 | 31:56 | 31:56 | 34:54 | 38:19 | 57:49 | 06:23 | 04:43 |
 | Orchid Malevolence | 2 | 1.33% | 45.3 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 23:11 | 21:44 | 21:44 | 24:37 | 24:37 | 24:37 | 02:53 | 02:08 |
 | Guardian Greaves | 2 | 1.33% | 43.8 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 22:49 | 19:21 | 19:21 | 26:17 | 26:17 | 26:17 | 06:56 | 05:08 |
 | Shiva's Guard | 2 | 1.33% | 42.2 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 34:17 | 31:10 | 31:10 | 37:24 | 37:24 | 37:24 | 06:14 | 04:37 |
 | Crown | 5 | 3.33% | 40.6 | 60.00% | +6.21% | +40.00% | -60.00% | 0.00% | 19:26 | 07:36 | 07:36 | 14:12 | 28:31 | 33:44 | 20:55 | 15:29 |
 | Ghost Scepter | 12 | 8.00% | 39.1 | 41.67% | -13.40% | +58.33% | -8.34% | -8.93% | 33:15 | 22:44 | 26:31 | 32:46 | 33:59 | 52:37 | 07:28 | 05:31 |
 | Bracer | 13 | 8.67% | 37.5 | 38.46% | -17.01% | -5.13% | -5.13% | 0.00% | 03:18 | -01:29 | 01:21 | 02:32 | 03:29 | 14:29 | 02:08 | 01:34 |
 | Hood of Defiance | 3 | 2.00% | 35.9 | 66.67% | +12.93% | -66.67% | 0.00% | 0.00% | 28:50 | 16:55 | 16:55 | 34:07 | 35:28 | 35:28 | 18:33 | 13:44 |
 | Eul's Scepter of Divinity | 3 | 2.00% | 34.4 | 66.67% | +12.93% | -66.67% | 0.00% | 0.00% | 24:05 | 17:33 | 17:33 | 21:12 | 33:29 | 33:29 | 15:56 | 11:48 |
 | Pipe of Insight | 3 | 2.00% | 32.8 | 66.67% | +12.93% | -66.67% | 0.00% | 0.00% | 31:03 | 23:35 | 23:35 | 34:07 | 35:28 | 35:28 | 11:53 | 08:48 |
 | Spirit Vessel | 3 | 2.00% | 31.3 | 66.67% | +12.93% | -66.67% | 0.00% | 0.00% | 20:28 | 20:08 | 20:08 | 20:13 | 21:04 | 21:04 | 00:56 | 00:41 |
 | Satanic | 3 | 2.00% | 29.7 | 66.67% | +12.93% | +33.33% | 0.00% | 0.00% | 47:09 | 37:22 | 37:22 | 51:36 | 52:28 | 52:28 | 15:06 | 11:11 |
 | Blight Stone | 7 | 4.67% | 28.1 | 42.86% | -11.69% | +7.14% | -42.86% | 0.00% | 08:03 | -01:29 | -01:29 | 03:25 | 05:34 | 27:58 | 07:03 | 05:13 |
 | Medallion of Courage | 4 | 2.67% | 26.6 | 50.00% | -4.11% | +50.00% | -50.00% | 0.00% | 15:14 | 09:49 | 09:49 | 10:34 | 12:35 | 27:58 | 02:46 | 02:02 |
 | Urn of Shadows | 4 | 2.67% | 25.0 | 50.00% | -4.11% | -50.00% | +50.00% | 0.00% | 12:55 | 11:33 | 11:33 | 11:47 | 12:25 | 15:56 | 00:52 | 00:38 |
 | Bloodthorn | 1 | 0.67% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.67% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.67% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Kaya | 1 | 0.67% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.67% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Power Treads | 12 | 8.00% | 15.6 | 25.00% | -31.52% | +8.33% | +8.33% | 0.00% | 09:18 | 06:33 | 07:38 | 08:53 | 09:36 | 13:07 | 01:58 | 01:27 |
 | Quelling Blade | 2 | 1.33% | 14.1 | 50.00% | -4.05% | +50.00% | 0.00% | 0.00% | 02:47 | -01:26 | -01:26 | 07:00 | 07:00 | 07:00 | 08:26 | 06:14 |
 | Maelstrom | 2 | 1.33% | 12.5 | 50.00% | -4.05% | +50.00% | 0.00% | 0.00% | 26:30 | 17:44 | 17:44 | 35:15 | 35:15 | 35:15 | 17:31 | 12:58 |
 | Javelin | 4 | 2.67% | 10.9 | 25.00% | -29.79% | +75.00% | -25.00% | 0.00% | 31:06 | 16:50 | 16:50 | 34:21 | 35:15 | 37:58 | 18:25 | 13:38 |
 | Monkey King Bar | 1 | 0.67% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Aether Lens | 2 | 1.33% | 7.8 | 0.00% | -54.73% | 0.00% | 0.00% | 0.00% | 42:35 | 41:17 | 41:17 | 43:52 | 43:52 | 43:52 | 02:35 | 01:54 |
 | Solar Crest | 2 | 1.33% | 6.3 | 0.00% | -54.73% | 0.00% | 0.00% | 0.00% | 31:48 | 29:14 | 29:14 | 34:21 | 34:21 | 34:21 | 05:07 | 03:47 |
 | Scythe of Vyse | 1 | 0.67% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Desolator | 1 | 0.67% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.67% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |