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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 | 50 | 25.77% | 100.0 | 64.00% | +15.39% | -10.15% | -5.67% | 0.43% | 30:52 | 20:10 | 25:20 | 29:34 | 35:52 | 48:19 | 10:32 | 07:48 |
 | Eul's Scepter of Divinity | 29 | 14.95% | 98.4 | 68.97% | +19.27% | +2.46% | -26.11% | -4.22% | 32:45 | 22:11 | 29:15 | 32:08 | 36:01 | 44:52 | 06:46 | 05:00 |
 | Black King Bar | 67 | 34.54% | 96.9 | 59.70% | +10.88% | +10.89% | -18.52% | -9.91% | 26:36 | 20:51 | 24:25 | 25:38 | 27:23 | 48:32 | 02:58 | 02:11 |
 | Magic Wand | 114 | 58.76% | 95.3 | 56.14% | +8.64% | +5.93% | +4.57% | -0.16% | 09:14 | -01:29 | 04:49 | 07:47 | 13:35 | 25:23 | 08:46 | 06:29 |
 | Blink Dagger | 189 | 97.42% | 93.8 | 52.91% | +12.91% | +6.66% | -1.85% | -1.51% | 15:32 | 08:00 | 12:26 | 15:53 | 18:05 | 32:23 | 05:39 | 04:11 |
 | Boots of Speed | 194 | 100.00% | 92.2 | 52.58% | +52.58% | -9.72% | +1.59% | 3.53% | 02:36 | -01:30 | -01:29 | 03:14 | 04:41 | 11:11 | 06:10 | 04:34 |
 | Force Staff | 73 | 37.63% | 90.6 | 57.53% | +7.94% | +14.69% | -24.20% | -7.96% | 27:29 | 15:50 | 24:07 | 26:27 | 29:00 | 45:27 | 04:53 | 03:37 |
 | Magic Stick | 161 | 82.99% | 89.1 | 52.80% | +1.28% | +4.70% | -10.30% | -3.63% | 04:21 | -01:29 | 01:52 | 03:20 | 06:00 | 20:04 | 04:08 | 03:03 |
 | Ring of Protection | 72 | 37.11% | 87.5 | 56.94% | +6.94% | -6.94% | +4.17% | 0.71% | 12:36 | -01:29 | 03:33 | 07:54 | 19:07 | 44:52 | 15:34 | 11:31 |
 | Crystalys | 39 | 20.10% | 85.9 | 61.54% | +11.22% | +8.46% | -31.54% | -4.63% | 32:32 | 20:18 | 27:52 | 31:54 | 36:30 | 47:52 | 08:38 | 06:23 |
 | Tranquil Boots | 78 | 40.21% | 84.4 | 55.13% | +4.27% | +4.87% | -2.50% | -2.24% | 08:33 | 02:27 | 05:49 | 07:29 | 09:06 | 28:30 | 03:17 | 02:25 |
 | Shadow Blade | 40 | 20.62% | 82.8 | 60.00% | +9.35% | +20.00% | -20.00% | -5.90% | 29:31 | 16:07 | 25:34 | 29:49 | 32:21 | 47:06 | 06:47 | 05:01 |
 | Aghanim's Shard | 48 | 24.74% | 81.3 | 58.33% | +7.65% | 0.00% | -25.00% | -1.78% | 27:34 | 15:00 | 18:40 | 27:53 | 32:43 | 50:45 | 14:03 | 10:24 |
 | Fluffy Hat | 81 | 41.75% | 79.7 | 54.32% | +2.99% | +15.68% | -4.32% | -2.91% | 23:16 | 13:50 | 19:07 | 22:30 | 25:59 | 42:44 | 06:52 | 05:05 |
 | Quelling Blade | 79 | 40.72% | 78.1 | 54.43% | +3.13% | +0.57% | -4.43% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 03:50 | 00:00 | 00:00 |
 | Buckler | 19 | 9.79% | 76.6 | 68.42% | +17.56% | -8.42% | +11.58% | 3.90% | 33:24 | 20:45 | 29:48 | 32:44 | 34:56 | 44:52 | 05:08 | 03:48 |
 | Bottle | 59 | 30.41% | 75.0 | 55.93% | +4.82% | -9.26% | -9.26% | 0.00% | 01:32 | 01:04 | 01:19 | 01:27 | 01:39 | 02:30 | 00:20 | 00:14 |
 | Soul Ring | 53 | 27.32% | 73.4 | 56.60% | +5.54% | +12.63% | -2.75% | -2.64% | 09:07 | 02:15 | 06:00 | 08:46 | 11:49 | 19:38 | 05:49 | 04:18 |
 | Wind Lace | 106 | 54.64% | 71.9 | 51.89% | -1.52% | -3.74% | -5.74% | -0.41% | 06:06 | -01:30 | 02:52 | 04:39 | 07:42 | 41:52 | 04:50 | 03:34 |
 | Chainmail | 25 | 12.89% | 70.3 | 64.00% | +13.11% | +2.67% | +19.33% | 2.49% | 10:52 | 03:00 | 06:37 | 08:16 | 13:19 | 37:40 | 06:42 | 04:57 |
 | Silver Edge | 27 | 13.92% | 68.8 | 62.96% | +12.06% | +22.75% | -34.39% | -6.11% | 34:19 | 21:42 | 28:39 | 34:44 | 38:00 | 47:17 | 09:21 | 06:55 |
 | Power Treads | 61 | 31.44% | 67.2 | 54.10% | +2.22% | +12.57% | -7.43% | -3.87% | 09:06 | 04:24 | 06:24 | 07:47 | 11:34 | 27:28 | 05:10 | 03:49 |
 | Phase Boots | 24 | 12.37% | 65.6 | 62.50% | +11.32% | +4.17% | +4.17% | 0.00% | 10:54 | 06:09 | 07:07 | 08:58 | 14:03 | 24:48 | 06:56 | 05:08 |
 | Echo Sabre | 60 | 30.93% | 64.1 | 53.33% | +1.09% | +20.00% | -13.33% | -13.89% | 19:06 | 10:39 | 17:25 | 18:32 | 19:49 | 34:49 | 02:24 | 01:46 |
 | Scythe of Vyse | 7 | 3.61% | 62.5 | 85.71% | +34.37% | +14.29% | -35.71% | 0.00% | 42:57 | 36:20 | 38:41 | 42:52 | 42:55 | 55:13 | 04:14 | 03:08 |
 | Moon Shard | 11 | 5.67% | 60.9 | 72.73% | +21.36% | +27.27% | +27.27% | 0.00% | 23:53 | 11:46 | 13:16 | 16:13 | 21:19 | 1:13:39 | 08:03 | 05:57 |
 | Assault Cuirass | 15 | 7.73% | 59.4 | 66.67% | +15.27% | +8.33% | +8.33% | 0.00% | 34:51 | 26:40 | 31:00 | 34:31 | 35:25 | 45:25 | 04:25 | 03:16 |
 | Ghost Scepter | 23 | 11.86% | 57.8 | 56.52% | +4.47% | -6.52% | -23.19% | -1.99% | 34:07 | 23:32 | 29:03 | 32:00 | 37:26 | 1:01:55 | 08:23 | 06:12 |
 | Morbid Mask | 8 | 4.12% | 56.3 | 75.00% | +23.39% | +25.00% | +25.00% | 0.00% | 37:35 | 27:44 | 30:29 | 35:43 | 41:08 | 53:49 | 10:39 | 07:53 |
 | Ring of Health | 13 | 6.70% | 54.7 | 61.54% | +9.61% | +5.13% | -28.21% | -5.38% | 32:44 | 27:25 | 29:03 | 32:44 | 35:15 | 42:40 | 06:12 | 04:35 |
 | Daedalus | 3 | 1.55% | 53.1 | 100.00% | +48.17% | 0.00% | 0.00% | 0.00% | 52:36 | 36:44 | 36:44 | 50:29 | 1:10:35 | 1:10:35 | 33:51 | 25:04 |
 | Satanic | 5 | 2.58% | 51.6 | 80.00% | +28.15% | +20.00% | +20.00% | 0.00% | 41:35 | 30:57 | 30:57 | 43:00 | 43:17 | 54:01 | 12:20 | 09:08 |
 | Wind Waker | 2 | 1.03% | 50.0 | 100.00% | +47.92% | 0.00% | 0.00% | 0.00% | 54:31 | 42:11 | 42:11 | 1:06:50 | 1:06:50 | 1:06:50 | 24:39 | 18:15 |
 | Bracer | 8 | 4.12% | 48.4 | 50.00% | -2.69% | 0.00% | 0.00% | 0.00% | 01:57 | 00:12 | 00:48 | 01:48 | 02:29 | 03:49 | 01:41 | 01:14 |
 | Hand of Midas | 5 | 2.58% | 46.9 | 60.00% | +7.62% | -60.00% | -60.00% | 0.00% | 18:43 | 17:36 | 17:36 | 18:53 | 19:31 | 19:56 | 01:55 | 01:25 |
 | Aghanim's Scepter | 9 | 4.64% | 45.3 | 44.44% | -8.53% | +55.56% | +5.56% | -4.26% | 31:15 | 23:33 | 24:26 | 30:29 | 36:11 | 47:24 | 11:45 | 08:42 |
 | Lotus Orb | 7 | 3.61% | 43.8 | 42.86% | -10.08% | -42.86% | -42.86% | 0.00% | 32:33 | 28:49 | 29:16 | 31:57 | 34:04 | 37:54 | 04:48 | 03:33 |
 | Aether Lens | 4 | 2.06% | 42.2 | 50.00% | -2.63% | -50.00% | -50.00% | 0.00% | 53:35 | 21:09 | 21:09 | 60:33 | 1:02:59 | 1:09:40 | 41:50 | 30:59 |
 | Linken's Sphere | 1 | 0.52% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.52% | 39.1 | 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 |
 | Solar Crest | 1 | 0.52% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.52% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.52% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.52% | 32.8 | 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 |
 | Headdress | 1 | 0.52% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Boots | 12 | 6.19% | 29.7 | 25.00% | -29.40% | +8.33% | +8.33% | 0.00% | 13:10 | 05:35 | 06:42 | 08:08 | 16:56 | 28:37 | 10:14 | 07:34 |
 | Heaven's Halberd | 2 | 1.03% | 28.1 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 46:07 | 41:53 | 41:53 | 50:20 | 50:20 | 50:20 | 08:27 | 06:15 |
 | Octarine Core | 2 | 1.03% | 26.6 | 50.00% | -2.60% | +50.00% | 0.00% | 0.00% | 1:06:20 | 1:02:59 | 1:02:59 | 1:09:40 | 1:09:40 | 1:09:40 | 06:41 | 04:57 |
 | Sange | 2 | 1.03% | 25.0 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 42:28 | 38:32 | 38:32 | 46:24 | 46:24 | 46:24 | 07:52 | 05:49 |
 | Javelin | 2 | 1.03% | 23.4 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 31:42 | 30:28 | 30:28 | 32:56 | 32:56 | 32:56 | 02:28 | 01:49 |
 | Crown | 2 | 1.03% | 21.9 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 33:35 | 29:29 | 29:29 | 37:40 | 37:40 | 37:40 | 08:11 | 06:03 |
 | Aeon Disk | 4 | 2.06% | 20.3 | 25.00% | -28.16% | -25.00% | +75.00% | 0.00% | 40:30 | 34:32 | 34:32 | 34:52 | 45:49 | 46:45 | 11:17 | 08:21 |
 | Wraith Band | 4 | 2.06% | 18.8 | 25.00% | -28.16% | +75.00% | -25.00% | 0.00% | 01:56 | 01:30 | 01:30 | 01:37 | 02:04 | 02:33 | 00:34 | 00:25 |
 | Spirit Vessel | 1 | 0.52% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.52% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.52% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 1.03% | 12.5 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 47:58 | 34:00 | 34:00 | 1:01:55 | 1:01:55 | 1:01:55 | 27:55 | 20:40 |
 | Monkey King Bar | 1 | 0.52% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.52% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.03% | 7.8 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 14:26 | 01:53 | 01:53 | 26:59 | 26:59 | 26:59 | 25:06 | 18:35 |
 | Vladmir's Offering | 1 | 0.52% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.52% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Glimmer Cape | 3 | 1.55% | 3.1 | 0.00% | -53.40% | 0.00% | 0.00% | 0.00% | 42:16 | 36:54 | 36:54 | 42:54 | 47:01 | 47:01 | 10:07 | 07:29 |
 | Kaya | 3 | 1.55% | 1.6 | 0.00% | -53.40% | 0.00% | 0.00% | 0.00% | 41:15 | 28:50 | 28:50 | 33:01 | 1:01:55 | 1:01:55 | 33:05 | 24:30 |