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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 | |
 | Blink Dagger | 47 | 68.12% | 100.0 | 55.32% | +37.14% | -13.65% | +3.01% | 1.97% | 22:55 | 10:57 | 17:59 | 23:55 | 26:27 | 34:29 | 08:28 | 06:16 |
 | Helm of Iron Will | 22 | 31.88% | 98.0 | 59.09% | +22.92% | +7.58% | +20.91% | 1.98% | 29:08 | 03:52 | 29:27 | 31:54 | 36:11 | 45:56 | 06:44 | 04:59 |
 | Black King Bar | 61 | 88.41% | 95.9 | 49.18% | +49.18% | +17.49% | -9.18% | -4.02% | 23:12 | 17:44 | 19:46 | 21:49 | 26:24 | 37:38 | 06:38 | 04:54 |
 | Ring of Protection | 14 | 20.29% | 93.9 | 64.29% | +26.11% | -39.29% | +35.71% | 7.32% | 10:19 | -01:29 | -01:29 | 06:24 | 11:44 | 43:01 | 13:13 | 09:47 |
 | Quelling Blade | 61 | 88.41% | 91.8 | 45.90% | +20.90% | -19.23% | +14.10% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 07:24 | 00:00 | 00:00 |
 | Nullifier | 15 | 21.74% | 89.8 | 60.00% | +21.11% | +15.00% | +15.00% | 0.00% | 37:18 | 30:19 | 33:39 | 37:11 | 39:47 | 46:22 | 06:08 | 04:32 |
 | Chainmail | 68 | 98.55% | 87.8 | 44.12% | +44.12% | -2.94% | -14.71% | -4.87% | 06:02 | 01:23 | 04:41 | 06:32 | 07:06 | 10:08 | 02:25 | 01:47 |
 | Phase Boots | 68 | 98.55% | 85.7 | 44.12% | +44.12% | -2.94% | +8.82% | 6.30% | 07:37 | 05:28 | 06:30 | 07:30 | 08:22 | 10:35 | 01:52 | 01:22 |
 | Magic Wand | 50 | 72.46% | 83.7 | 46.00% | +9.16% | +23.23% | +4.00% | -4.79% | 08:02 | 01:54 | 05:42 | 07:57 | 09:43 | 22:59 | 04:01 | 02:58 |
 | Boots of Speed | 69 | 100.00% | 81.6 | 43.48% | +43.48% | +3.58% | -14.07% | -7.84% | 04:03 | -01:29 | 02:53 | 03:56 | 05:08 | 08:20 | 02:15 | 01:40 |
 | Skull Basher | 13 | 18.84% | 79.6 | 61.54% | +22.25% | +38.46% | -28.21% | -8.26% | 33:30 | 27:54 | 28:20 | 32:13 | 36:24 | 46:11 | 08:04 | 05:58 |
 | Magic Stick | 61 | 88.41% | 77.6 | 44.26% | +6.76% | -10.93% | +15.74% | 4.26% | 03:32 | -01:29 | 00:44 | 01:59 | 07:00 | 13:11 | 06:16 | 04:38 |
 | Bracer | 43 | 62.32% | 75.5 | 41.86% | -4.29% | -5.50% | -14.59% | -6.99% | 02:55 | -01:29 | 01:58 | 02:30 | 03:16 | 08:49 | 01:18 | 00:57 |
 | Aghanim's Shard | 13 | 18.84% | 73.5 | 53.85% | +12.78% | -20.52% | +12.82% | 1.61% | 32:25 | 20:02 | 20:59 | 26:56 | 41:41 | 50:36 | 20:42 | 15:20 |
 | Echo Sabre | 40 | 57.97% | 71.4 | 37.50% | -14.22% | +12.50% | -17.50% | -9.94% | 14:06 | 11:12 | 12:29 | 13:34 | 15:30 | 18:04 | 03:01 | 02:14 |
 | Soul Ring | 4 | 5.80% | 69.4 | 75.00% | +33.46% | +25.00% | +25.00% | 0.00% | 14:19 | 09:41 | 09:41 | 11:59 | 12:12 | 23:22 | 02:31 | 01:51 |
 | Buckler | 2 | 2.90% | 67.3 | 100.00% | +58.21% | 0.00% | 0.00% | 0.00% | 41:51 | 40:41 | 40:41 | 43:01 | 43:01 | 43:01 | 02:20 | 01:43 |
 | Arcane Blink | 2 | 2.90% | 65.3 | 100.00% | +58.21% | 0.00% | 0.00% | 0.00% | 47:25 | 43:44 | 43:44 | 51:05 | 51:05 | 51:05 | 07:21 | 05:26 |
 | Shadow Blade | 2 | 2.90% | 63.3 | 100.00% | +58.21% | 0.00% | 0.00% | 0.00% | 37:34 | 27:28 | 27:28 | 47:39 | 47:39 | 47:39 | 20:11 | 14:57 |
 | Ring of Health | 7 | 10.14% | 61.2 | 57.14% | +15.20% | -7.14% | -7.14% | 0.00% | 38:19 | 02:28 | 32:05 | 40:54 | 46:24 | 60:41 | 14:19 | 10:36 |
 | Vanguard | 5 | 7.25% | 59.2 | 60.00% | +17.81% | +40.00% | +40.00% | 0.00% | 46:45 | 36:29 | 36:29 | 46:24 | 49:15 | 60:41 | 12:46 | 09:27 |
 | Wind Lace | 13 | 18.84% | 57.1 | 38.46% | -6.18% | +28.21% | -38.46% | -10.96% | 06:35 | -01:29 | 02:54 | 07:12 | 08:59 | 11:41 | 06:05 | 04:30 |
 | Urn of Shadows | 6 | 8.70% | 55.1 | 50.00% | +7.14% | +50.00% | -50.00% | -100.00% | 07:35 | 04:03 | 07:44 | 07:49 | 08:28 | 09:26 | 00:44 | 00:32 |
 | Spirit Vessel | 3 | 4.35% | 53.1 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 13:06 | 11:47 | 11:47 | 13:18 | 14:13 | 14:13 | 02:26 | 01:48 |
 | Heaven's Halberd | 3 | 4.35% | 51.0 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 33:19 | 25:12 | 25:12 | 35:12 | 39:32 | 39:32 | 14:20 | 10:37 |
 | Sange | 4 | 5.80% | 49.0 | 50.00% | +6.92% | +50.00% | -50.00% | -6.02% | 34:40 | 22:37 | 22:37 | 32:17 | 39:14 | 44:32 | 16:37 | 12:18 |
 | Abyssal Blade | 4 | 5.80% | 46.9 | 50.00% | +6.92% | +50.00% | -50.00% | -10.66% | 43:32 | 37:01 | 37:01 | 41:15 | 46:24 | 49:29 | 09:23 | 06:57 |
 | Moon Shard | 1 | 1.45% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.45% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:06 | 08:06 | 08:06 | 08:06 | 08:06 | 08:06 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.45% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.45% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.45% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Satanic | 1 | 1.45% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.45% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.45% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Bottle | 1 | 1.45% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.45% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.45% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 2.90% | 22.4 | 50.00% | +6.72% | +50.00% | 0.00% | 0.00% | 13:04 | 08:06 | 08:06 | 18:02 | 18:02 | 18:02 | 09:56 | 07:21 |
 | Orb of Venom | 2 | 2.90% | 20.4 | 50.00% | +6.72% | -50.00% | 0.00% | 0.00% | 01:25 | -01:29 | -01:29 | 04:19 | 04:19 | 04:19 | 05:48 | 04:17 |
 | Drum of Endurance | 2 | 2.90% | 18.4 | 50.00% | +6.72% | +50.00% | 0.00% | 0.00% | 13:16 | 10:55 | 10:55 | 15:36 | 15:36 | 15:36 | 04:41 | 03:28 |
 | Morbid Mask | 2 | 2.90% | 16.3 | 50.00% | +6.72% | -50.00% | 0.00% | 0.00% | 20:15 | 10:23 | 10:23 | 30:07 | 30:07 | 30:07 | 19:44 | 14:37 |
 | Armlet of Mordiggian | 3 | 4.35% | 14.3 | 33.33% | -10.61% | +66.67% | 0.00% | 0.00% | 12:25 | 11:16 | 11:16 | 12:17 | 13:43 | 13:43 | 02:27 | 01:48 |
 | Mask of Madness | 1 | 1.45% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.45% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.45% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.45% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.45% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.45% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |