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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 | |
 | Void Stone | 79 | 43.41% | 100.0 | 77.22% | +40.33% | -2.22% | +7.78% | 1.29% | 31:24 | 09:57 | 27:35 | 31:37 | 35:21 | 51:23 | 07:46 | 05:45 |
 | Ring of Health | 77 | 42.31% | 98.2 | 75.32% | +36.27% | -17.43% | +14.15% | 4.01% | 29:46 | 02:52 | 27:29 | 31:44 | 35:21 | 48:38 | 07:52 | 05:49 |
 | Refresher Orb | 56 | 30.77% | 96.4 | 76.79% | +32.35% | -5.36% | +1.78% | 1.52% | 35:44 | 27:36 | 32:45 | 35:42 | 37:27 | 48:46 | 04:42 | 03:28 |
 | Aghanim's Shard | 69 | 37.91% | 94.5 | 66.67% | +19.77% | +9.80% | -13.73% | -3.00% | 29:39 | 18:19 | 25:01 | 28:28 | 32:51 | 50:51 | 07:50 | 05:48 |
 | Overwhelming Blink | 13 | 7.14% | 92.7 | 84.62% | +32.55% | +15.38% | +15.38% | 0.00% | 37:14 | 28:41 | 31:27 | 34:21 | 41:25 | 50:06 | 09:58 | 07:22 |
 | Black King Bar | 167 | 91.76% | 90.9 | 56.29% | +22.96% | +19.90% | -8.67% | -7.42% | 23:35 | 15:50 | 21:32 | 23:39 | 25:23 | 34:53 | 03:51 | 02:51 |
 | Phase Boots | 162 | 89.01% | 89.1 | 56.17% | +16.17% | -2.51% | -16.17% | -6.26% | 09:35 | 05:23 | 08:04 | 09:10 | 10:15 | 23:45 | 02:11 | 01:37 |
 | Chainmail | 162 | 89.01% | 87.3 | 56.17% | +16.17% | -2.51% | -18.67% | -7.35% | 08:43 | 04:21 | 07:13 | 08:25 | 09:25 | 23:45 | 02:12 | 01:37 |
 | Soul Ring | 163 | 89.56% | 85.5 | 55.21% | +7.84% | +5.77% | +0.89% | -1.42% | 06:52 | 02:23 | 04:41 | 06:13 | 08:07 | 18:09 | 03:26 | 02:32 |
 | Ring of Protection | 165 | 90.66% | 83.6 | 55.15% | +8.09% | +0.95% | +0.95% | 0.00% | 06:03 | -01:29 | 03:46 | 05:23 | 07:55 | 32:57 | 04:09 | 03:04 |
 | Blink Dagger | 179 | 98.35% | 81.8 | 54.75% | +21.42% | +7.47% | -3.64% | -3.85% | 14:47 | 09:25 | 12:46 | 14:04 | 15:39 | 29:52 | 02:53 | 02:08 |
 | Boots of Speed | 182 | 100.00% | 80.0 | 54.40% | +54.40% | -2.23% | -1.07% | 0.48% | 05:11 | -01:29 | 03:57 | 05:14 | 06:23 | 09:28 | 02:26 | 01:48 |
 | Quelling Blade | 154 | 84.62% | 78.2 | 53.90% | -3.24% | +5.07% | -1.27% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 07:02 | 00:00 | 00:00 |
 | Magic Stick | 140 | 76.92% | 76.4 | 53.57% | -3.57% | +3.57% | -2.14% | -1.04% | 03:30 | -01:29 | 00:58 | 02:29 | 06:26 | 14:37 | 05:28 | 04:02 |
 | Bracer | 122 | 67.03% | 74.5 | 53.28% | -3.39% | +1.56% | -13.28% | -14.84% | 02:09 | -01:29 | 01:42 | 02:08 | 02:36 | 08:00 | 00:54 | 00:40 |
 | Magic Wand | 122 | 67.03% | 72.7 | 50.82% | -10.85% | +4.02% | -4.15% | -1.47% | 07:28 | -01:29 | 04:00 | 06:46 | 09:33 | 40:26 | 05:33 | 04:06 |
 | Buckler | 12 | 6.59% | 70.9 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 32:03 | 21:24 | 25:36 | 30:16 | 32:57 | 48:29 | 07:21 | 05:26 |
 | Bottle | 42 | 23.08% | 69.1 | 57.14% | +3.57% | +24.68% | +2.86% | -21.82% | 01:38 | 01:06 | 01:22 | 01:34 | 01:42 | 05:01 | 00:20 | 00:14 |
 | Scythe of Vyse | 7 | 3.85% | 67.3 | 85.71% | +32.57% | +14.29% | +14.29% | 0.00% | 47:20 | 30:22 | 32:50 | 48:30 | 51:23 | 1:08:45 | 18:33 | 13:44 |
 | Wind Lace | 10 | 5.49% | 65.5 | 70.00% | +16.51% | -3.33% | +30.00% | 12.50% | 07:23 | 04:53 | 05:54 | 07:39 | 08:34 | 09:09 | 02:40 | 01:58 |
 | Assault Cuirass | 7 | 3.85% | 63.6 | 71.43% | +17.72% | -21.43% | +28.57% | 8.65% | 35:30 | 30:25 | 30:32 | 31:15 | 36:19 | 49:03 | 05:47 | 04:17 |
 | Fluffy Hat | 3 | 1.65% | 61.8 | 100.00% | +46.37% | 0.00% | 0.00% | 0.00% | 21:46 | 02:25 | 02:25 | 22:26 | 40:26 | 40:26 | 38:01 | 28:09 |
 | Aeon Disk | 5 | 2.75% | 60.0 | 80.00% | +26.33% | +20.00% | +20.00% | 0.00% | 42:46 | 29:22 | 29:22 | 42:29 | 47:06 | 53:13 | 17:44 | 13:08 |
 | Morbid Mask | 11 | 6.04% | 58.2 | 54.55% | +0.16% | +12.12% | -21.22% | -2.54% | 30:30 | 16:42 | 22:47 | 28:38 | 35:54 | 44:15 | 13:07 | 09:42 |
 | Ring of Basilius | 4 | 2.20% | 56.4 | 75.00% | +21.07% | +25.00% | -75.00% | 0.00% | 25:29 | 21:25 | 21:25 | 21:57 | 25:36 | 32:57 | 04:11 | 03:05 |
 | Tranquil Boots | 4 | 2.20% | 54.5 | 75.00% | +21.07% | +25.00% | +25.00% | 0.00% | 09:35 | 07:11 | 07:11 | 08:55 | 10:01 | 12:14 | 02:50 | 02:05 |
 | Orb of Venom | 4 | 2.20% | 52.7 | 75.00% | +21.07% | +25.00% | +25.00% | 0.00% | -00:43 | -01:29 | -01:29 | -01:29 | -01:29 | 01:37 | 00:00 | 00:00 |
 | Vladmir's Offering | 4 | 2.20% | 50.9 | 75.00% | +21.07% | +25.00% | -75.00% | 0.00% | 25:52 | 21:46 | 21:46 | 21:57 | 26:46 | 32:57 | 05:00 | 03:42 |
 | Blight Stone | 10 | 5.49% | 49.1 | 50.00% | -4.65% | -16.67% | 0.00% | 0.75% | 17:45 | 02:38 | 06:33 | 21:32 | 28:48 | 31:19 | 22:15 | 16:28 |
 | Sange | 7 | 3.85% | 47.3 | 57.14% | +2.85% | -7.14% | -7.14% | 0.00% | 30:18 | 24:40 | 25:52 | 29:58 | 31:18 | 41:08 | 05:26 | 04:01 |
 | Aether Lens | 2 | 1.10% | 45.5 | 100.00% | +46.11% | 0.00% | 0.00% | 0.00% | 30:20 | 22:59 | 22:59 | 37:40 | 37:40 | 37:40 | 14:41 | 10:52 |
 | Linken's Sphere | 2 | 1.10% | 43.6 | 100.00% | +46.11% | 0.00% | 0.00% | 0.00% | 36:15 | 30:28 | 30:28 | 42:01 | 42:01 | 42:01 | 11:33 | 08:33 |
 | Desolator | 5 | 2.75% | 41.8 | 60.00% | +5.76% | +40.00% | +40.00% | 0.00% | 26:49 | 24:07 | 24:07 | 27:13 | 28:48 | 29:24 | 04:41 | 03:28 |
 | Heaven's Halberd | 6 | 3.30% | 40.0 | 50.00% | -4.55% | 0.00% | -50.00% | -14.85% | 32:08 | 26:39 | 28:24 | 29:50 | 31:46 | 45:14 | 03:22 | 02:29 |
 | Wraith Pact | 3 | 1.65% | 38.2 | 66.67% | +12.48% | +33.33% | 0.00% | 0.00% | 30:02 | 26:23 | 26:23 | 27:12 | 36:32 | 36:32 | 10:09 | 07:31 |
 | Lotus Orb | 3 | 1.65% | 36.4 | 66.67% | +12.48% | -66.67% | 0.00% | 0.00% | 30:41 | 29:30 | 29:30 | 30:04 | 32:29 | 32:29 | 02:59 | 02:12 |
 | Skull Basher | 3 | 1.65% | 34.5 | 66.67% | +12.48% | +33.33% | 0.00% | 0.00% | 32:42 | 30:08 | 30:08 | 33:05 | 34:54 | 34:54 | 04:46 | 03:31 |
 | Helm of Iron Will | 7 | 3.85% | 32.7 | 42.86% | -12.00% | +7.14% | +7.14% | 0.00% | 14:35 | 03:30 | 04:01 | 04:23 | 24:25 | 36:12 | 20:24 | 15:06 |
 | Eul's Scepter of Divinity | 4 | 2.20% | 30.9 | 50.00% | -4.49% | +50.00% | -50.00% | 0.00% | 19:21 | 12:38 | 12:38 | 12:53 | 18:50 | 33:03 | 06:12 | 04:35 |
 | Headdress | 1 | 0.55% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.55% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.55% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.55% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.55% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.55% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 00:00 | 00:00 |
 | Radiance | 1 | 0.55% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.55% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.55% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.55% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 00:00 | 00:00 |
 | Satanic | 5 | 2.75% | 10.9 | 40.00% | -14.80% | +60.00% | +60.00% | 0.00% | 36:19 | 28:18 | 28:18 | 36:45 | 41:15 | 44:30 | 12:57 | 09:35 |
 | Power Treads | 4 | 2.20% | 9.1 | 0.00% | -55.62% | 0.00% | 0.00% | 0.00% | 08:53 | 07:04 | 07:04 | 07:48 | 10:11 | 10:28 | 03:07 | 02:18 |
 | Aghanim's Scepter | 1 | 0.55% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 1.10% | 5.5 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 30:31 | 24:31 | 24:31 | 36:31 | 36:31 | 36:31 | 12:00 | 08:53 |
 | Vanguard | 2 | 1.10% | 3.6 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 26:23 | 19:56 | 19:56 | 32:50 | 32:50 | 32:50 | 12:54 | 09:33 |
 | Armlet of Mordiggian | 1 | 0.55% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |