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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 | |
 | Orb of Venom | 42 | 28.00% | 100.0 | 66.67% | +25.93% | -3.03% | +3.33% | 6.36% | 00:12 | -01:29 | -01:29 | -01:29 | -01:28 | 18:08 | 00:01 | 00:00 |
 | Magic Wand | 128 | 85.33% | 98.2 | 50.00% | +13.64% | +3.13% | -6.25% | -1.63% | 12:10 | 01:13 | 09:10 | 11:35 | 14:55 | 32:58 | 05:45 | 04:15 |
 | Tranquil Boots | 120 | 80.00% | 96.4 | 50.00% | +10.00% | +3.33% | 0.00% | -0.86% | 12:30 | 04:11 | 10:03 | 12:19 | 13:55 | 30:40 | 03:52 | 02:51 |
 | Force Staff | 18 | 12.00% | 94.6 | 66.67% | +21.22% | +13.33% | -41.67% | -7.60% | 26:21 | 16:56 | 22:07 | 24:14 | 29:21 | 41:34 | 07:14 | 05:21 |
 | Boots of Speed | 150 | 100.00% | 92.9 | 48.00% | +48.00% | -0.63% | +6.05% | 1.35% | 07:20 | -01:29 | 05:02 | 07:05 | 09:58 | 15:12 | 04:56 | 03:39 |
 | Crown | 58 | 38.67% | 91.1 | 53.45% | +8.88% | -6.78% | -17.74% | -1.30% | 23:32 | 10:52 | 19:10 | 23:00 | 27:37 | 36:10 | 08:27 | 06:15 |
 | Chainmail | 87 | 58.00% | 89.3 | 50.57% | +6.13% | -5.12% | -9.66% | -0.56% | 17:31 | 01:52 | 13:21 | 17:29 | 21:26 | 39:44 | 08:05 | 05:59 |
 | Magic Stick | 147 | 98.00% | 87.5 | 47.62% | -19.05% | -1.67% | -1.67% | 0.00% | 03:18 | -01:29 | -01:29 | 02:00 | 06:49 | 16:33 | 08:18 | 06:08 |
 | Wind Lace | 134 | 89.33% | 85.7 | 47.76% | -2.24% | -0.70% | -2.31% | -0.28% | 09:12 | -01:29 | 06:24 | 08:40 | 12:05 | 29:31 | 05:41 | 04:12 |
 | Blight Stone | 79 | 52.67% | 83.9 | 50.63% | +5.56% | +19.37% | -0.63% | -2.84% | 19:05 | -01:29 | 15:01 | 18:36 | 22:04 | 39:45 | 07:03 | 05:13 |
 | Fluffy Hat | 53 | 35.33% | 82.1 | 52.83% | +7.47% | +1.02% | +1.02% | 0.00% | 19:40 | 03:25 | 13:59 | 18:10 | 26:46 | 41:24 | 12:47 | 09:28 |
 | Solar Crest | 49 | 32.67% | 80.4 | 53.06% | +7.52% | -3.06% | -28.06% | -3.19% | 25:30 | 13:57 | 20:53 | 26:00 | 28:43 | 36:15 | 07:50 | 05:48 |
 | Ring of Basilius | 63 | 42.00% | 78.6 | 50.79% | +4.81% | +11.71% | -0.79% | -1.46% | 08:20 | -01:29 | 02:26 | 04:54 | 10:58 | 45:32 | 08:32 | 06:19 |
 | Medallion of Courage | 74 | 49.33% | 76.8 | 48.65% | +1.28% | +14.51% | +6.91% | -1.17% | 20:20 | 07:58 | 16:49 | 20:11 | 23:20 | 39:45 | 06:31 | 04:49 |
 | Headdress | 24 | 16.00% | 75.0 | 54.17% | +7.34% | -4.17% | +29.16% | 3.74% | 20:33 | 04:17 | 15:37 | 19:44 | 24:31 | 33:05 | 08:54 | 06:35 |
 | Void Stone | 17 | 11.33% | 73.2 | 58.82% | +12.20% | +16.18% | -8.82% | -3.50% | 25:00 | 13:07 | 19:48 | 24:35 | 26:57 | 38:34 | 07:09 | 05:17 |
 | Ghost Scepter | 3 | 2.00% | 71.4 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 26:14 | 20:12 | 20:12 | 25:32 | 32:57 | 32:57 | 12:45 | 09:26 |
 | Sange | 5 | 3.33% | 69.6 | 80.00% | +33.10% | +20.00% | +20.00% | 0.00% | 25:33 | 19:29 | 19:29 | 23:23 | 24:29 | 38:20 | 05:00 | 03:42 |
 | Glimmer Cape | 17 | 11.33% | 67.9 | 52.94% | +5.57% | +47.06% | -27.94% | -13.20% | 25:18 | 19:26 | 22:18 | 25:59 | 27:59 | 30:06 | 05:41 | 04:12 |
 | Ring of Protection | 33 | 22.00% | 66.1 | 42.42% | -7.15% | -17.42% | +20.08% | 1.84% | 19:41 | -01:29 | 08:50 | 23:03 | 29:14 | 45:32 | 20:24 | 15:06 |
 | Buckler | 27 | 18.00% | 64.3 | 44.44% | -4.34% | -15.87% | +26.99% | 4.29% | 25:25 | -01:29 | 19:58 | 24:52 | 29:58 | 45:32 | 10:00 | 07:24 |
 | Vladmir's Offering | 14 | 9.33% | 62.5 | 50.00% | +2.21% | 0.00% | +16.67% | 1.22% | 32:11 | 20:20 | 25:29 | 30:33 | 39:10 | 45:32 | 13:41 | 10:08 |
 | Morbid Mask | 17 | 11.33% | 60.7 | 47.06% | -1.06% | +2.94% | +27.94% | 2.18% | 29:50 | 16:31 | 24:12 | 29:25 | 35:41 | 45:32 | 11:29 | 08:30 |
 | Phase Boots | 15 | 10.00% | 58.9 | 46.67% | -1.48% | +3.33% | +3.33% | 0.00% | 11:11 | 05:19 | 06:21 | 13:27 | 15:24 | 17:11 | 09:03 | 06:42 |
 | Arcane Boots | 9 | 6.00% | 57.1 | 55.56% | +8.04% | -5.56% | -5.56% | 0.00% | 16:57 | 10:25 | 11:56 | 15:27 | 18:37 | 30:28 | 06:41 | 04:57 |
 | Aether Lens | 12 | 8.00% | 55.4 | 50.00% | +2.17% | +16.67% | -16.67% | -7.72% | 28:13 | 19:07 | 23:14 | 25:22 | 27:33 | 50:53 | 04:19 | 03:11 |
 | Heaven's Halberd | 4 | 2.67% | 53.6 | 75.00% | +27.74% | +25.00% | +25.00% | 0.00% | 26:08 | 19:47 | 19:47 | 24:04 | 29:07 | 31:34 | 09:20 | 06:54 |
 | Aghanim's Scepter | 4 | 2.67% | 51.8 | 75.00% | +27.74% | +25.00% | +25.00% | 0.00% | 43:20 | 31:30 | 31:30 | 40:05 | 47:29 | 54:17 | 15:59 | 11:50 |
 | Orb of Corrosion | 4 | 2.67% | 50.0 | 75.00% | +27.74% | +25.00% | +25.00% | 0.00% | 15:52 | 12:09 | 12:09 | 15:44 | 15:54 | 19:40 | 03:45 | 02:46 |
 | Mekansm | 2 | 1.33% | 48.2 | 100.00% | +52.70% | 0.00% | 0.00% | 0.00% | 22:51 | 22:32 | 22:32 | 23:09 | 23:09 | 23:09 | 00:37 | 00:27 |
 | Falcon Blade | 2 | 1.33% | 46.4 | 100.00% | +52.70% | 0.00% | 0.00% | 0.00% | 17:32 | 15:33 | 15:33 | 19:31 | 19:31 | 19:31 | 03:58 | 02:56 |
 | Aghanim's Shard | 11 | 7.33% | 44.6 | 45.45% | -2.75% | -12.12% | -12.12% | 0.00% | 31:18 | 22:59 | 23:36 | 31:50 | 35:58 | 40:55 | 12:22 | 09:09 |
 | Holy Locket | 15 | 10.00% | 42.9 | 40.00% | -8.89% | -40.00% | +10.00% | 7.08% | 26:11 | 17:02 | 22:30 | 25:16 | 29:34 | 33:05 | 07:04 | 05:14 |
 | Ring of Health | 8 | 5.33% | 41.1 | 50.00% | +2.11% | 0.00% | 0.00% | 0.00% | 24:53 | 19:36 | 19:48 | 21:55 | 25:51 | 38:27 | 06:03 | 04:28 |
 | Lotus Orb | 5 | 3.33% | 39.3 | 60.00% | +12.41% | -60.00% | -60.00% | 0.00% | 30:21 | 25:36 | 25:36 | 28:04 | 31:39 | 38:38 | 06:03 | 04:28 |
 | Manta Style | 4 | 2.67% | 37.5 | 50.00% | +2.05% | +50.00% | +50.00% | 0.00% | 23:03 | 20:06 | 20:06 | 23:14 | 23:21 | 25:30 | 03:15 | 02:24 |
 | Aeon Disk | 1 | 0.67% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.67% | 33.9 | 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 |
 | Blink Dagger | 1 | 0.67% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.67% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Yasha | 6 | 4.00% | 28.6 | 33.33% | -15.28% | +16.67% | -33.33% | 0.00% | 22:54 | 17:53 | 20:12 | 23:03 | 25:30 | 26:48 | 05:18 | 03:55 |
 | Radiance | 6 | 4.00% | 26.8 | 33.33% | -15.28% | +16.67% | -33.33% | 0.00% | 17:09 | 13:30 | 15:15 | 16:24 | 17:58 | 23:13 | 02:43 | 02:00 |
 | Drum of Endurance | 2 | 1.33% | 25.0 | 50.00% | +2.03% | +50.00% | 0.00% | 0.00% | 33:47 | 20:07 | 20:07 | 47:27 | 47:27 | 47:27 | 27:20 | 20:14 |
 | Black King Bar | 2 | 1.33% | 23.2 | 50.00% | +2.03% | +50.00% | 0.00% | 0.00% | 34:28 | 33:35 | 33:35 | 35:20 | 35:20 | 35:20 | 01:45 | 01:17 |
 | Assault Cuirass | 2 | 1.33% | 21.4 | 50.00% | +2.03% | +50.00% | 0.00% | 0.00% | 31:27 | 30:15 | 30:15 | 32:38 | 32:38 | 32:38 | 02:23 | 01:45 |
 | Quelling Blade | 13 | 8.67% | 19.6 | 15.38% | -35.71% | -15.38% | -15.38% | 0.00% | 02:08 | -01:29 | -01:29 | -01:29 | -01:28 | 20:23 | 00:01 | 00:00 |
 | Hood of Defiance | 3 | 2.00% | 17.9 | 33.33% | -14.97% | -33.33% | 0.00% | 0.00% | 21:18 | 19:55 | 19:55 | 21:52 | 22:07 | 22:07 | 02:12 | 01:37 |
 | Soul Ring | 1 | 0.67% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.67% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Bracer | 1 | 0.67% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.67% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:42 | 11:42 | 11:42 | 11:42 | 11:42 | 11:42 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.67% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 00:00 | 00:00 |
 | Bottle | 1 | 0.67% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.67% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.67% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |