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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 | |
 | Lotus Orb | 5 | 6.94% | 100.0 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 27:54 | 22:12 | 22:12 | 29:57 | 30:37 | 33:04 | 08:25 | 06:14 |
 | Ring of Health | 21 | 29.17% | 98.6 | 71.43% | +24.37% | -11.43% | +8.57% | 2.34% | 20:20 | 09:03 | 14:40 | 19:29 | 23:12 | 37:24 | 08:32 | 06:19 |
 | Fluffy Hat | 7 | 9.72% | 97.3 | 85.71% | +34.94% | +14.29% | -35.71% | -15.00% | 05:34 | 01:19 | 03:31 | 05:44 | 06:51 | 09:21 | 03:20 | 02:28 |
 | Boots of Speed | 72 | 100.00% | 95.9 | 54.17% | +54.17% | -9.73% | -4.17% | 2.69% | 04:14 | -01:29 | 02:51 | 04:27 | 04:55 | 10:30 | 02:04 | 01:31 |
 | Magic Wand | 64 | 88.89% | 94.6 | 54.69% | +4.69% | -4.69% | -4.69% | 0.00% | 07:53 | 01:53 | 05:14 | 06:44 | 09:35 | 20:58 | 04:21 | 03:13 |
 | Ring of Protection | 36 | 50.00% | 93.2 | 58.33% | +8.33% | -13.89% | -2.77% | 3.61% | 05:07 | -01:29 | 01:21 | 02:21 | 04:26 | 46:30 | 03:05 | 02:17 |
 | Urn of Shadows | 30 | 41.67% | 91.9 | 60.00% | +10.00% | +27.50% | -31.43% | -28.51% | 04:01 | 02:19 | 02:56 | 03:22 | 05:00 | 06:59 | 02:04 | 01:31 |
 | Magic Stick | 67 | 93.06% | 90.5 | 52.24% | -27.76% | +12.47% | -11.06% | -6.36% | 04:58 | -01:29 | 02:52 | 05:09 | 06:34 | 13:59 | 03:42 | 02:44 |
 | Rod of Atos | 39 | 54.17% | 89.2 | 56.41% | +4.89% | +3.59% | -26.41% | -8.22% | 14:14 | 07:51 | 11:45 | 13:03 | 15:24 | 27:31 | 03:39 | 02:42 |
 | Aghanim's Scepter | 11 | 15.28% | 87.8 | 72.73% | +21.91% | +27.27% | -6.06% | -4.28% | 31:01 | 19:55 | 27:03 | 31:31 | 34:50 | 39:31 | 07:47 | 05:45 |
 | Crown | 40 | 55.56% | 86.5 | 55.00% | +1.87% | +5.00% | -15.00% | -4.96% | 08:37 | -01:29 | 06:09 | 07:34 | 10:11 | 21:28 | 04:02 | 02:59 |
 | Falcon Blade | 6 | 8.33% | 85.1 | 83.33% | +31.81% | +16.67% | -83.33% | -23.35% | 08:39 | 05:13 | 05:36 | 09:35 | 09:53 | 12:01 | 04:17 | 03:10 |
 | Dragon Lance | 21 | 29.17% | 83.8 | 57.14% | +4.20% | +22.86% | -37.14% | -4.51% | 21:21 | 08:06 | 13:38 | 19:08 | 26:56 | 41:05 | 13:18 | 09:51 |
 | Wind Lace | 32 | 44.44% | 82.4 | 50.00% | -7.50% | 0.00% | -25.00% | -4.18% | 08:03 | -01:29 | 04:31 | 06:41 | 10:30 | 21:25 | 05:59 | 04:25 |
 | Force Staff | 25 | 34.72% | 81.1 | 52.00% | -3.32% | +14.67% | +14.67% | 0.00% | 25:44 | 15:59 | 18:21 | 25:32 | 29:35 | 41:54 | 11:14 | 08:19 |
 | Wraith Band | 25 | 34.72% | 79.7 | 52.00% | -3.32% | -35.33% | +14.67% | 50.00% | 02:10 | 00:43 | 01:39 | 01:58 | 02:12 | 04:37 | 00:33 | 00:24 |
 | Void Stone | 11 | 15.28% | 78.4 | 63.64% | +11.18% | +3.03% | -30.31% | -2.49% | 30:29 | 16:23 | 19:40 | 29:57 | 33:04 | 54:46 | 13:24 | 09:55 |
 | Vanguard | 3 | 4.17% | 77.0 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 25:56 | 17:52 | 17:52 | 22:31 | 37:24 | 37:24 | 19:32 | 14:28 |
 | Aghanim's Shard | 3 | 4.17% | 75.7 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 37:06 | 35:13 | 35:13 | 35:44 | 40:20 | 40:20 | 05:07 | 03:47 |
 | Power Treads | 21 | 29.17% | 74.3 | 52.38% | -2.52% | +47.62% | +7.62% | -6.09% | 11:41 | 06:08 | 08:12 | 11:03 | 14:46 | 20:12 | 06:34 | 04:51 |
 | Black King Bar | 24 | 33.33% | 73.0 | 50.00% | -6.25% | +16.67% | -33.33% | -8.82% | 26:35 | 17:48 | 22:19 | 23:52 | 27:59 | 41:36 | 05:40 | 04:11 |
 | Shiva's Guard | 5 | 6.94% | 71.6 | 80.00% | +27.76% | +20.00% | +20.00% | 0.00% | 34:06 | 30:29 | 30:29 | 33:21 | 33:53 | 40:28 | 03:24 | 02:31 |
 | Bottle | 18 | 25.00% | 70.3 | 50.00% | -5.56% | -10.00% | 0.00% | 6.12% | 03:02 | 01:59 | 02:10 | 02:51 | 03:48 | 04:35 | 01:38 | 01:12 |
 | Hood of Defiance | 13 | 18.06% | 68.9 | 53.85% | -0.39% | +12.82% | -20.52% | -4.06% | 16:29 | 10:23 | 12:22 | 15:27 | 20:35 | 23:44 | 08:13 | 06:05 |
 | Sange | 8 | 11.11% | 67.6 | 62.50% | +9.37% | -12.50% | +37.50% | 13.22% | 25:04 | 13:54 | 21:36 | 22:51 | 25:23 | 36:30 | 03:47 | 02:48 |
 | Yasha | 6 | 8.33% | 66.2 | 66.67% | +13.64% | +33.33% | -66.67% | -15.50% | 26:20 | 18:37 | 21:11 | 26:50 | 27:38 | 36:08 | 06:27 | 04:46 |
 | Hurricane Pike | 15 | 20.83% | 64.9 | 46.67% | -9.47% | +28.33% | -21.67% | -5.92% | 28:53 | 17:33 | 23:45 | 27:24 | 32:12 | 42:20 | 08:27 | 06:15 |
 | Sange and Yasha | 4 | 5.56% | 63.5 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 26:35 | 21:52 | 21:52 | 22:12 | 28:00 | 34:16 | 06:08 | 04:32 |
 | Glimmer Cape | 4 | 5.56% | 62.2 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 22:31 | 19:43 | 19:43 | 21:20 | 23:15 | 25:44 | 03:32 | 02:37 |
 | Chainmail | 16 | 22.22% | 60.8 | 43.75% | -13.39% | +6.25% | +6.25% | 0.00% | 15:42 | 08:00 | 09:09 | 13:31 | 18:23 | 35:09 | 09:14 | 06:50 |
 | Solar Crest | 2 | 2.78% | 59.5 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 31:36 | 27:49 | 27:49 | 35:23 | 35:23 | 35:23 | 07:34 | 05:36 |
 | Heart of Tarrasque | 2 | 2.78% | 58.1 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 39:41 | 38:34 | 38:34 | 40:47 | 40:47 | 40:47 | 02:13 | 01:38 |
 | Crimson Guard | 2 | 2.78% | 56.8 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 23:09 | 22:31 | 22:31 | 23:47 | 23:47 | 23:47 | 01:16 | 00:56 |
 | Eternal Shroud | 2 | 2.78% | 55.4 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 33:03 | 26:19 | 26:19 | 39:47 | 39:47 | 39:47 | 13:28 | 09:58 |
 | Monkey King Bar | 2 | 2.78% | 54.1 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 36:21 | 29:18 | 29:18 | 43:23 | 43:23 | 43:23 | 14:05 | 10:25 |
 | Buckler | 9 | 12.50% | 52.7 | 44.44% | -11.12% | +5.56% | +5.56% | 0.00% | 23:01 | 08:50 | 10:59 | 21:37 | 33:45 | 46:30 | 22:46 | 16:51 |
 | Mekansm | 9 | 12.50% | 51.4 | 44.44% | -11.12% | +5.56% | +5.56% | 0.00% | 15:40 | 10:32 | 11:50 | 13:56 | 20:35 | 21:36 | 08:45 | 06:28 |
 | Tranquil Boots | 6 | 8.33% | 50.0 | 50.00% | -4.55% | +50.00% | -50.00% | -18.93% | 12:56 | 08:54 | 10:53 | 10:56 | 16:10 | 19:19 | 05:17 | 03:54 |
 | Guardian Greaves | 6 | 8.33% | 48.6 | 50.00% | -4.55% | +50.00% | -50.00% | -12.32% | 23:04 | 15:54 | 17:56 | 20:44 | 26:03 | 33:19 | 08:07 | 06:00 |
 | Arcane Boots | 10 | 13.89% | 47.3 | 40.00% | -16.45% | +26.67% | -40.00% | -5.71% | 15:08 | 05:03 | 06:42 | 13:45 | 18:22 | 33:11 | 11:40 | 08:38 |
 | Helm of Iron Will | 3 | 4.17% | 45.9 | 66.67% | +13.05% | +33.33% | 0.00% | 0.00% | 22:29 | 17:47 | 17:47 | 22:20 | 27:21 | 27:21 | 09:34 | 07:05 |
 | Blight Stone | 3 | 4.17% | 44.6 | 66.67% | +13.05% | -66.67% | 0.00% | 0.00% | 27:57 | 21:23 | 21:23 | 27:19 | 35:09 | 35:09 | 13:46 | 10:11 |
 | Medallion of Courage | 3 | 4.17% | 43.2 | 66.67% | +13.05% | -66.67% | 0.00% | 0.00% | 28:03 | 21:40 | 21:40 | 27:19 | 35:09 | 35:09 | 13:29 | 09:59 |
 | Drum of Endurance | 3 | 4.17% | 41.9 | 66.67% | +13.05% | +33.33% | 0.00% | 0.00% | 16:38 | 14:25 | 14:25 | 16:52 | 18:38 | 18:38 | 04:13 | 03:07 |
 | Ethereal Blade | 3 | 4.17% | 40.5 | 66.67% | +13.05% | +33.33% | 0.00% | 0.00% | 39:07 | 26:12 | 26:12 | 37:23 | 53:45 | 53:45 | 27:33 | 20:24 |
 | Headdress | 12 | 16.67% | 39.2 | 33.33% | -25.00% | 0.00% | -33.33% | -3.11% | 14:55 | 07:03 | 07:57 | 16:22 | 18:40 | 22:33 | 10:43 | 07:56 |
 | Ghost Scepter | 12 | 16.67% | 37.8 | 33.33% | -25.00% | -33.33% | +33.34% | 6.11% | 26:56 | 15:14 | 19:17 | 23:35 | 30:12 | 53:12 | 10:55 | 08:05 |
 | Blink Dagger | 4 | 5.56% | 36.5 | 50.00% | -4.41% | +50.00% | -50.00% | 0.00% | 28:31 | 21:13 | 21:13 | 21:37 | 32:49 | 38:24 | 11:36 | 08:35 |
 | Kaya | 1 | 1.39% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.39% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.39% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.39% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.39% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.39% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.39% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Javelin | 5 | 6.94% | 25.7 | 40.00% | -15.22% | -40.00% | -40.00% | 0.00% | 34:25 | 20:56 | 20:56 | 32:18 | 43:22 | 49:03 | 22:26 | 16:37 |
 | Spirit Vessel | 2 | 2.78% | 24.3 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 19:07 | 17:48 | 17:48 | 20:25 | 20:25 | 20:25 | 02:37 | 01:56 |
 | Assault Cuirass | 2 | 2.78% | 23.0 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 40:57 | 34:55 | 34:55 | 46:59 | 46:59 | 46:59 | 12:04 | 08:56 |
 | Eul's Scepter of Divinity | 2 | 2.78% | 21.6 | 50.00% | -4.29% | -50.00% | 0.00% | 0.00% | 17:24 | 16:23 | 16:23 | 18:24 | 18:24 | 18:24 | 02:01 | 01:29 |
 | Eye of Skadi | 2 | 2.78% | 20.3 | 50.00% | -4.29% | -50.00% | 0.00% | 0.00% | 26:52 | 26:19 | 26:19 | 27:24 | 27:24 | 27:24 | 01:05 | 00:48 |
 | Phase Boots | 2 | 2.78% | 18.9 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 09:47 | 09:46 | 09:46 | 09:48 | 09:48 | 09:48 | 00:02 | 00:01 |
 | Blade Mail | 3 | 4.17% | 17.6 | 33.33% | -21.74% | -33.33% | 0.00% | 0.00% | 20:48 | 17:40 | 17:40 | 19:18 | 25:25 | 25:25 | 07:45 | 05:44 |
 | Quelling Blade | 5 | 6.94% | 16.2 | 20.00% | -36.72% | +80.00% | -20.00% | -24.69% | 11:51 | 07:45 | 07:45 | 10:21 | 11:48 | 20:44 | 04:03 | 03:00 |
 | Pipe of Insight | 5 | 6.94% | 14.9 | 20.00% | -36.72% | -20.00% | -20.00% | 0.00% | 25:13 | 19:37 | 19:37 | 25:36 | 27:44 | 30:06 | 08:07 | 06:00 |
 | Morbid Mask | 1 | 1.39% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 00:00 | 00:00 |
 | Maelstrom | 3 | 4.17% | 12.2 | 0.00% | -56.52% | 0.00% | 0.00% | 0.00% | 34:16 | 21:28 | 21:28 | 32:18 | 49:03 | 49:03 | 27:35 | 20:25 |
 | Scythe of Vyse | 3 | 4.17% | 10.8 | 0.00% | -56.52% | 0.00% | 0.00% | 0.00% | 44:29 | 31:19 | 31:19 | 47:23 | 54:46 | 54:46 | 23:27 | 17:22 |
 | Hand of Midas | 1 | 1.39% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Bracer | 1 | 1.39% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.78% | 6.8 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 48:14 | 39:44 | 39:44 | 56:43 | 56:43 | 56:43 | 16:59 | 12:34 |
 | Ring of Basilius | 2 | 2.78% | 5.4 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 11:26 | 08:43 | 08:43 | 14:09 | 14:09 | 14:09 | 05:26 | 04:01 |
 | Satanic | 1 | 1.39% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.39% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Gleipnir | 2 | 2.78% | 1.4 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 35:37 | 22:05 | 22:05 | 49:08 | 49:08 | 49:08 | 27:03 | 20:02 |