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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 | |
 | Shiva's Guard | 11 | 7.53% | 100.0 | 90.91% | +37.58% | +9.09% | +9.09% | 0.00% | 35:29 | 22:25 | 29:11 | 33:22 | 36:48 | 1:02:46 | 07:37 | 05:38 |
 | Ring of Health | 50 | 34.25% | 98.4 | 68.00% | +18.00% | +1.23% | -1.33% | -0.16% | 29:37 | 01:47 | 20:23 | 29:09 | 36:42 | 1:04:43 | 16:19 | 12:05 |
 | Skull Basher | 99 | 67.81% | 96.9 | 61.62% | +16.94% | +10.38% | -13.62% | -2.64% | 32:32 | 21:06 | 27:12 | 31:29 | 36:17 | 1:05:03 | 09:05 | 06:43 |
 | Magic Stick | 133 | 91.10% | 95.3 | 59.40% | +36.32% | +1.21% | -7.88% | -2.78% | 03:46 | -01:29 | 02:08 | 03:17 | 05:24 | 17:42 | 03:16 | 02:25 |
 | Void Stone | 53 | 36.30% | 93.8 | 64.15% | +12.54% | +5.08% | -25.69% | -2.02% | 31:26 | 10:41 | 21:40 | 32:20 | 36:56 | 1:01:58 | 15:16 | 11:18 |
 | Magic Wand | 130 | 89.04% | 92.2 | 58.46% | +20.96% | -3.91% | -2.21% | 0.36% | 06:47 | -01:29 | 04:33 | 06:01 | 09:13 | 17:28 | 04:40 | 03:27 |
 | Blink Dagger | 138 | 94.52% | 90.6 | 57.97% | +32.97% | +13.46% | -2.09% | -3.66% | 21:08 | 12:57 | 18:48 | 20:12 | 23:03 | 34:42 | 04:15 | 03:08 |
 | Bottle | 118 | 80.82% | 89.1 | 58.47% | +12.04% | -5.14% | +3.60% | 8.74% | 01:52 | 00:26 | 01:24 | 01:34 | 01:50 | 06:26 | 00:26 | 00:19 |
 | Aghanim's Shard | 132 | 90.41% | 87.5 | 57.58% | +14.72% | +15.15% | -9.10% | -3.56% | 20:37 | 15:01 | 16:42 | 19:16 | 23:31 | 38:42 | 06:49 | 05:02 |
 | Diffusal Blade | 132 | 90.41% | 85.9 | 57.58% | +14.72% | +6.06% | -12.13% | -9.17% | 14:10 | 11:02 | 13:07 | 14:00 | 15:06 | 21:05 | 01:59 | 01:28 |
 | Quelling Blade | 143 | 97.95% | 84.4 | 56.64% | +23.31% | -9.42% | -3.86% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Boots of Speed | 146 | 100.00% | 82.8 | 56.16% | +56.16% | +0.60% | +2.17% | 0.67% | 04:54 | -01:29 | 03:52 | 04:58 | 06:12 | 08:20 | 02:20 | 01:43 |
 | Blight Stone | 128 | 87.67% | 81.3 | 56.25% | +0.69% | +3.13% | 0.00% | -1.72% | 03:42 | -00:12 | 02:27 | 02:59 | 04:16 | 10:39 | 01:49 | 01:20 |
 | Orb of Corrosion | 101 | 69.18% | 79.7 | 57.43% | +4.10% | -1.43% | -5.43% | -0.91% | 08:12 | 03:14 | 05:28 | 07:13 | 09:51 | 25:02 | 04:23 | 03:14 |
 | Orb of Venom | 101 | 69.18% | 78.1 | 57.43% | +4.10% | +2.57% | -5.43% | -1.99% | 07:15 | 01:49 | 04:42 | 06:42 | 08:43 | 25:02 | 04:01 | 02:58 |
 | Arcane Boots | 141 | 96.58% | 76.6 | 55.32% | -24.68% | -1.03% | +1.82% | 1.28% | 08:16 | 04:44 | 06:59 | 08:07 | 09:13 | 21:51 | 02:14 | 01:39 |
 | Overwhelming Blink | 25 | 17.12% | 75.0 | 68.00% | +14.28% | +15.33% | -18.00% | -2.63% | 46:18 | 32:31 | 40:43 | 44:44 | 53:22 | 1:07:02 | 12:39 | 09:22 |
 | Fluffy Hat | 108 | 73.97% | 73.4 | 55.56% | -2.33% | 0.00% | -11.12% | -2.36% | 08:25 | -01:29 | 04:43 | 06:26 | 09:26 | 35:46 | 04:43 | 03:29 |
 | Vanguard | 12 | 8.22% | 71.9 | 75.00% | +20.52% | +25.00% | -8.33% | -1.97% | 45:55 | 29:09 | 34:27 | 39:20 | 51:20 | 1:04:43 | 16:53 | 12:30 |
 | Aghanim's Scepter | 61 | 41.78% | 70.3 | 54.10% | -3.55% | +12.57% | +5.90% | -1.09% | 29:48 | 20:50 | 25:58 | 28:49 | 32:04 | 45:38 | 06:06 | 04:31 |
 | Boots of Travel | 18 | 12.33% | 68.8 | 66.67% | +11.98% | -26.67% | +8.33% | 4.55% | 40:39 | 32:56 | 37:37 | 39:28 | 45:19 | 52:04 | 07:42 | 05:42 |
 | Aeon Disk | 29 | 19.86% | 67.2 | 58.62% | +3.06% | +12.81% | -30.05% | -2.65% | 35:45 | 23:29 | 27:28 | 34:21 | 43:39 | 50:47 | 16:11 | 11:59 |
 | Abyssal Blade | 11 | 7.53% | 65.6 | 72.73% | +17.92% | +27.27% | -6.06% | 0.00% | 47:04 | 29:16 | 34:35 | 48:06 | 51:35 | 1:06:03 | 17:00 | 12:35 |
 | Lotus Orb | 15 | 10.27% | 64.1 | 66.67% | +11.71% | +8.33% | -41.67% | -5.25% | 27:36 | 20:36 | 22:36 | 24:59 | 32:07 | 37:16 | 09:31 | 07:02 |
 | Eul's Scepter of Divinity | 4 | 2.74% | 62.5 | 100.00% | +45.07% | 0.00% | 0.00% | 0.00% | 36:00 | 24:25 | 24:25 | 36:19 | 40:48 | 42:27 | 16:23 | 12:08 |
 | Wind Lace | 4 | 2.74% | 60.9 | 100.00% | +45.07% | 0.00% | 0.00% | 0.00% | 35:13 | 22:07 | 22:07 | 35:48 | 40:46 | 42:12 | 18:39 | 13:48 |
 | Linken's Sphere | 24 | 16.44% | 59.4 | 58.33% | +2.59% | +8.34% | -8.33% | -1.16% | 31:34 | 14:53 | 22:35 | 30:41 | 36:56 | 47:39 | 14:21 | 10:37 |
 | Wraith Band | 13 | 8.90% | 57.8 | 61.54% | +5.90% | +5.13% | +38.46% | 21.05% | 02:52 | -01:29 | 01:49 | 02:34 | 03:24 | 08:11 | 01:35 | 01:10 |
 | Aether Lens | 14 | 9.59% | 56.3 | 57.14% | +1.08% | +17.86% | +42.86% | 2.47% | 42:33 | 32:42 | 36:07 | 40:22 | 46:15 | 1:02:12 | 10:08 | 07:30 |
 | Octarine Core | 12 | 8.22% | 54.7 | 58.33% | +2.36% | +41.67% | +8.34% | -4.17% | 45:10 | 37:03 | 39:31 | 41:42 | 47:30 | 1:02:12 | 07:59 | 05:54 |
 | Ring of Protection | 16 | 10.96% | 53.1 | 50.00% | -6.92% | +25.00% | 0.00% | -3.33% | 15:07 | -01:29 | 12:28 | 13:10 | 19:59 | 36:45 | 07:31 | 05:34 |
 | Chainmail | 16 | 10.96% | 51.6 | 50.00% | -6.92% | 0.00% | +25.00% | 7.69% | 12:38 | 09:19 | 10:14 | 10:51 | 13:29 | 23:18 | 03:15 | 02:24 |
 | Mekansm | 16 | 10.96% | 50.0 | 50.00% | -6.92% | 0.00% | +25.00% | 6.67% | 13:45 | 10:09 | 11:40 | 12:19 | 15:25 | 23:18 | 03:45 | 02:46 |
 | Headdress | 16 | 10.96% | 48.4 | 50.00% | -6.92% | 0.00% | +25.00% | 3.87% | 11:07 | 06:56 | 07:42 | 08:41 | 14:10 | 23:18 | 06:28 | 04:47 |
 | Boots of Travel 2 | 8 | 5.48% | 46.9 | 62.50% | +6.70% | +37.50% | -12.50% | 0.00% | 60:41 | 45:19 | 51:46 | 54:42 | 1:09:08 | 1:14:40 | 17:22 | 12:51 |
 | Guardian Greaves | 15 | 10.27% | 45.3 | 46.67% | -10.58% | -21.67% | +28.33% | 8.67% | 21:02 | 13:30 | 15:53 | 18:26 | 21:39 | 48:52 | 05:46 | 04:16 |
 | Buckler | 15 | 10.27% | 43.8 | 46.67% | -10.58% | -21.67% | +3.33% | 3.36% | 17:24 | 07:51 | 12:32 | 15:27 | 19:59 | 36:45 | 07:27 | 05:31 |
 | Aghanim's Blessing | 7 | 4.79% | 42.2 | 57.14% | +1.02% | +42.86% | -7.14% | 0.00% | 54:00 | 45:45 | 46:43 | 47:30 | 1:02:08 | 1:04:42 | 15:25 | 11:25 |
 | Crown | 2 | 1.37% | 40.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 54:20 | 51:09 | 51:09 | 57:30 | 57:30 | 57:30 | 06:21 | 04:42 |
 | Rod of Atos | 2 | 1.37% | 39.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 54:20 | 51:09 | 51:09 | 57:30 | 57:30 | 57:30 | 06:21 | 04:42 |
 | Wind Waker | 2 | 1.37% | 37.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 48:20 | 45:02 | 45:02 | 51:38 | 51:38 | 51:38 | 06:36 | 04:53 |
 | Gleipnir | 2 | 1.37% | 35.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 54:28 | 51:21 | 51:21 | 57:34 | 57:34 | 57:34 | 06:13 | 04:36 |
 | Eye of Skadi | 2 | 1.37% | 34.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:08 | 32:39 | 32:39 | 45:37 | 45:37 | 45:37 | 12:58 | 09:36 |
 | Force Staff | 10 | 6.85% | 32.8 | 40.00% | -17.35% | +26.67% | +10.00% | 0.00% | 31:59 | 20:05 | 29:34 | 31:22 | 35:41 | 41:26 | 06:07 | 04:31 |
 | Maelstrom | 8 | 5.48% | 31.3 | 37.50% | -19.75% | -37.50% | +12.50% | 0.00% | 41:36 | 18:22 | 22:01 | 47:22 | 50:35 | 1:06:42 | 28:34 | 21:09 |
 | Javelin | 9 | 6.16% | 29.7 | 33.33% | -24.33% | -33.33% | +16.67% | 0.00% | 38:50 | 18:22 | 18:47 | 41:36 | 50:35 | 1:01:34 | 31:48 | 23:33 |
 | Power Treads | 1 | 0.68% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.68% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.68% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.68% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.68% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 00:00 | 00:00 |
 | Bracer | 1 | 0.68% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.68% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.68% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.37% | 15.6 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 14:55 | 02:02 | 02:02 | 27:48 | 27:48 | 27:48 | 25:46 | 19:05 |
 | Hood of Defiance | 2 | 1.37% | 14.1 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 26:36 | 20:23 | 20:23 | 32:49 | 32:49 | 32:49 | 12:26 | 09:12 |
 | Pipe of Insight | 2 | 1.37% | 12.5 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 28:40 | 24:31 | 24:31 | 32:49 | 32:49 | 32:49 | 08:18 | 06:08 |
 | Scythe of Vyse | 3 | 2.05% | 10.9 | 33.33% | -23.31% | +66.67% | 0.00% | 0.00% | 40:56 | 31:55 | 31:55 | 42:28 | 48:26 | 48:26 | 16:31 | 12:14 |
 | Sange | 3 | 2.05% | 9.4 | 33.33% | -23.31% | -33.33% | 0.00% | 0.00% | 28:25 | 27:20 | 27:20 | 28:34 | 29:20 | 29:20 | 02:00 | 01:28 |
 | Heaven's Halberd | 3 | 2.05% | 7.8 | 33.33% | -23.31% | -33.33% | 0.00% | 0.00% | 29:44 | 28:35 | 28:35 | 28:45 | 31:51 | 31:51 | 03:16 | 02:25 |
 | Black King Bar | 5 | 3.42% | 6.3 | 20.00% | -37.45% | +80.00% | -20.00% | 0.00% | 37:58 | 23:41 | 23:41 | 37:35 | 44:23 | 52:20 | 20:42 | 15:20 |
 | Monkey King Bar | 1 | 0.68% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.68% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.68% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |