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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 | |
 | Aghanim's Scepter | 63 | 33.16% | 100.0 | 71.43% | +32.85% | +16.07% | -8.93% | -2.91% | 32:33 | 17:00 | 27:13 | 31:05 | 35:48 | 54:13 | 08:35 | 06:21 |
 | Cornucopia | 80 | 42.11% | 98.6 | 68.75% | +33.30% | -3.75% | +11.25% | 1.13% | 30:10 | 12:52 | 22:31 | 30:53 | 35:44 | 54:24 | 13:13 | 09:47 |
 | Linken's Sphere | 79 | 41.58% | 97.1 | 68.35% | +32.31% | -3.35% | +11.65% | 1.32% | 31:05 | 17:19 | 24:58 | 31:59 | 36:18 | 48:33 | 11:20 | 08:23 |
 | Void Stone | 11 | 5.79% | 95.7 | 90.91% | +43.98% | -24.24% | +9.09% | 2.59% | 30:36 | 13:30 | 22:48 | 29:48 | 35:39 | 48:41 | 12:51 | 09:31 |
 | Ring of Health | 7 | 3.68% | 94.2 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 31:10 | 18:14 | 18:27 | 31:24 | 34:54 | 51:28 | 16:27 | 12:11 |
 | Octarine Core | 7 | 3.68% | 92.8 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 38:38 | 25:46 | 26:53 | 34:55 | 38:45 | 58:27 | 11:52 | 08:47 |
 | Daedalus | 15 | 7.89% | 91.3 | 80.00% | +33.14% | +20.00% | +20.00% | 0.00% | 44:58 | 33:20 | 40:39 | 45:14 | 48:45 | 54:09 | 08:06 | 06:00 |
 | Blink Dagger | 48 | 25.26% | 89.9 | 62.50% | +17.43% | -12.50% | +4.17% | 1.61% | 31:28 | 16:00 | 25:01 | 31:13 | 35:24 | 60:22 | 10:23 | 07:41 |
 | Force Staff | 11 | 5.79% | 88.4 | 81.82% | +34.33% | -15.15% | +18.18% | 2.93% | 29:37 | 16:47 | 24:51 | 28:51 | 36:14 | 41:44 | 11:23 | 08:25 |
 | Bottle | 72 | 37.89% | 87.0 | 58.33% | +14.26% | -13.89% | +2.78% | 16.67% | 01:39 | 00:40 | 01:29 | 01:37 | 01:47 | 03:28 | 00:18 | 00:13 |
 | Magic Stick | 165 | 86.84% | 85.5 | 52.73% | +24.73% | +0.93% | -3.95% | -1.21% | 02:49 | -01:29 | 00:15 | 02:37 | 04:16 | 12:23 | 04:01 | 02:58 |
 | Fluffy Hat | 13 | 6.84% | 84.1 | 76.92% | +29.46% | +23.08% | +23.08% | 0.00% | 25:16 | 10:30 | 16:48 | 25:58 | 29:39 | 41:43 | 12:51 | 09:31 |
 | Gleipnir | 117 | 61.58% | 82.6 | 53.85% | +11.38% | +8.22% | -2.13% | -1.49% | 23:35 | 15:05 | 19:15 | 21:43 | 26:11 | 58:19 | 06:56 | 05:08 |
 | Manta Style | 22 | 11.58% | 81.2 | 68.18% | +21.16% | -18.18% | +31.82% | 6.15% | 27:03 | 19:01 | 22:09 | 26:04 | 30:17 | 45:54 | 08:08 | 06:01 |
 | Maelstrom | 147 | 77.37% | 79.7 | 52.38% | +12.85% | +15.19% | +1.67% | -1.96% | 17:13 | 07:52 | 12:42 | 16:07 | 19:36 | 57:43 | 06:54 | 05:06 |
 | Yasha | 24 | 12.63% | 78.3 | 66.67% | +19.68% | -16.67% | +16.66% | 3.62% | 23:42 | 14:52 | 18:39 | 21:54 | 27:51 | 41:41 | 09:12 | 06:48 |
 | Javelin | 154 | 81.05% | 76.8 | 51.95% | +13.06% | +9.59% | -1.95% | -1.37% | 14:29 | 03:59 | 08:56 | 12:35 | 17:23 | 57:43 | 08:27 | 06:15 |
 | Hurricane Pike | 5 | 2.63% | 75.4 | 100.00% | +51.89% | 0.00% | 0.00% | 0.00% | 34:25 | 19:35 | 19:35 | 38:10 | 41:49 | 45:16 | 22:14 | 16:28 |
 | Black King Bar | 87 | 45.79% | 73.9 | 54.02% | +8.39% | +0.53% | -4.02% | -0.43% | 29:05 | 16:53 | 22:14 | 26:57 | 32:42 | 1:03:58 | 10:28 | 07:45 |
 | Power Treads | 154 | 81.05% | 72.5 | 50.65% | +6.21% | +8.32% | +9.88% | 0.80% | 07:55 | 04:35 | 06:45 | 07:29 | 08:42 | 15:14 | 01:57 | 01:26 |
 | Boots of Speed | 190 | 100.00% | 71.0 | 49.47% | +49.47% | +2.61% | -6.92% | -4.69% | 06:05 | 01:18 | 04:49 | 05:57 | 06:51 | 13:32 | 02:02 | 01:30 |
 | Magic Wand | 184 | 96.84% | 69.6 | 49.46% | -0.54% | -12.50% | +7.06% | 6.08% | 04:51 | -01:29 | 03:07 | 04:25 | 06:20 | 19:21 | 03:13 | 02:22 |
 | Bracer | 142 | 74.74% | 68.1 | 50.00% | +2.08% | +2.78% | +1.43% | -0.73% | 03:38 | -01:29 | 02:09 | 03:12 | 04:00 | 32:48 | 01:51 | 01:22 |
 | Rod of Atos | 140 | 73.68% | 66.7 | 50.00% | +2.00% | +1.43% | -7.14% | -1.36% | 17:36 | 08:36 | 13:29 | 16:03 | 19:46 | 41:13 | 06:17 | 04:39 |
 | Crown | 148 | 77.89% | 65.2 | 49.32% | -0.68% | -0.67% | -0.67% | 0.00% | 12:33 | 02:03 | 08:10 | 10:09 | 15:29 | 41:13 | 07:19 | 05:25 |
 | Buckler | 4 | 2.11% | 63.8 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 29:52 | 16:25 | 16:25 | 23:50 | 36:04 | 43:08 | 19:39 | 14:33 |
 | Crystalys | 31 | 16.32% | 62.3 | 54.84% | +6.41% | -4.84% | +20.16% | 2.28% | 39:40 | 21:56 | 33:59 | 40:48 | 44:56 | 53:48 | 10:57 | 08:06 |
 | Boots of Travel | 6 | 3.16% | 60.9 | 83.33% | +34.96% | -33.33% | +16.67% | 0.00% | 49:46 | 36:06 | 41:31 | 43:23 | 57:30 | 1:08:02 | 15:59 | 11:50 |
 | Helm of Iron Will | 19 | 10.00% | 59.4 | 57.89% | +9.35% | -17.89% | +22.11% | 2.63% | 39:00 | 25:27 | 30:52 | 39:00 | 46:06 | 53:51 | 15:14 | 11:17 |
 | Nullifier | 18 | 9.47% | 58.0 | 55.56% | +6.72% | -15.56% | +19.44% | 4.00% | 38:28 | 27:17 | 32:22 | 36:13 | 41:07 | 57:38 | 08:45 | 06:28 |
 | Arcane Boots | 7 | 3.68% | 56.5 | 71.43% | +22.80% | -21.43% | +28.57% | 4.55% | 16:53 | 08:55 | 10:56 | 16:33 | 21:56 | 22:18 | 11:00 | 08:08 |
 | Guardian Greaves | 3 | 1.58% | 55.1 | 100.00% | +51.34% | 0.00% | 0.00% | 0.00% | 31:48 | 21:39 | 21:39 | 30:15 | 43:30 | 43:30 | 21:51 | 16:11 |
 | Scythe of Vyse | 3 | 1.58% | 53.6 | 100.00% | +51.34% | 0.00% | 0.00% | 0.00% | 42:26 | 35:39 | 35:39 | 42:59 | 48:41 | 48:41 | 13:02 | 09:39 |
 | Ring of Protection | 5 | 2.63% | 52.2 | 80.00% | +31.35% | -80.00% | +20.00% | 0.00% | 25:59 | 10:38 | 10:38 | 23:50 | 36:04 | 43:08 | 25:26 | 18:50 |
 | Aghanim's Blessing | 5 | 2.63% | 50.7 | 80.00% | +31.35% | +20.00% | +20.00% | 0.00% | 54:29 | 49:19 | 49:19 | 55:31 | 56:40 | 1:01:11 | 07:21 | 05:26 |
 | Diffusal Blade | 23 | 12.11% | 49.3 | 47.83% | -1.87% | -14.50% | +2.17% | 4.63% | 17:12 | 11:34 | 13:02 | 15:36 | 16:38 | 40:25 | 03:36 | 02:40 |
 | Wind Lace | 9 | 4.74% | 47.8 | 55.56% | +6.39% | +44.44% | -5.56% | -10.87% | 15:14 | 09:51 | 11:22 | 13:43 | 15:58 | 25:46 | 04:36 | 03:24 |
 | Wraith Band | 23 | 12.11% | 46.4 | 39.13% | -11.77% | +10.87% | -5.80% | -9.09% | 05:02 | 01:42 | 02:17 | 03:16 | 04:07 | 22:45 | 01:50 | 01:21 |
 | Headdress | 4 | 2.11% | 44.9 | 75.00% | +26.08% | +25.00% | +25.00% | 0.00% | 21:39 | 12:14 | 12:14 | 13:45 | 17:30 | 43:08 | 05:16 | 03:54 |
 | Mekansm | 4 | 2.11% | 43.5 | 75.00% | +26.08% | +25.00% | +25.00% | 0.00% | 24:28 | 15:46 | 15:46 | 17:39 | 21:17 | 43:08 | 05:31 | 04:05 |
 | Dragon Lance | 13 | 6.84% | 42.0 | 46.15% | -3.57% | +20.52% | -12.82% | -1.95% | 28:17 | 15:33 | 19:28 | 24:22 | 36:32 | 45:09 | 17:04 | 12:38 |
 | Monkey King Bar | 13 | 6.84% | 40.6 | 46.15% | -3.57% | -12.82% | -12.82% | 0.00% | 39:39 | 31:29 | 33:37 | 37:27 | 43:38 | 56:45 | 10:01 | 07:25 |
 | Chainmail | 7 | 3.68% | 39.1 | 57.14% | +7.96% | -7.14% | +42.86% | 16.67% | 14:09 | 11:20 | 12:35 | 13:05 | 15:35 | 17:39 | 03:00 | 02:13 |
 | Desolator | 2 | 1.05% | 37.7 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 27:55 | 27:05 | 27:05 | 28:45 | 28:45 | 28:45 | 01:40 | 01:14 |
 | Disperser | 2 | 1.05% | 36.2 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 52:30 | 40:45 | 40:45 | 1:04:14 | 1:04:14 | 1:04:14 | 23:29 | 17:23 |
 | Blight Stone | 5 | 2.63% | 34.8 | 60.00% | +10.81% | +40.00% | +40.00% | 0.00% | 13:40 | -01:29 | -01:29 | 16:11 | 16:50 | 23:32 | 18:19 | 13:34 |
 | Medallion of Courage | 5 | 2.63% | 33.3 | 60.00% | +10.81% | +40.00% | +40.00% | 0.00% | 16:20 | 11:20 | 11:20 | 16:11 | 17:25 | 23:32 | 06:05 | 04:30 |
 | Solar Crest | 5 | 2.63% | 31.9 | 60.00% | +10.81% | +40.00% | +40.00% | 0.00% | 20:36 | 15:44 | 15:44 | 20:18 | 21:49 | 26:48 | 06:05 | 04:30 |
 | Aghanim's Shard | 3 | 1.58% | 30.4 | 66.67% | +17.47% | -66.67% | 0.00% | 0.00% | 34:31 | 21:02 | 21:02 | 29:23 | 53:08 | 53:08 | 32:06 | 23:46 |
 | Mage Slayer | 1 | 0.53% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.53% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.53% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:24 | 58:24 | 58:24 | 58:24 | 58:24 | 58:24 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.53% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.53% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:57 | 50:57 | 50:57 | 50:57 | 50:57 | 50:57 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.53% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.53% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.53% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.53% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.53% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.53% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 1.05% | 13.0 | 50.00% | +0.53% | +50.00% | 0.00% | 0.00% | 53:08 | 48:57 | 48:57 | 57:18 | 57:18 | 57:18 | 08:21 | 06:11 |
 | Eul's Scepter of Divinity | 2 | 1.05% | 11.6 | 50.00% | +0.53% | +50.00% | 0.00% | 0.00% | 22:23 | 17:53 | 17:53 | 26:53 | 26:53 | 26:53 | 09:00 | 06:40 |
 | Quelling Blade | 4 | 2.11% | 10.1 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:24 | 00:01 | 00:00 |
 | Divine Rapier | 1 | 0.53% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.53% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.53% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.53% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |
 | Ring of Basilius | 3 | 1.58% | 2.9 | 0.00% | -50.27% | 0.00% | 0.00% | 0.00% | 08:07 | 03:49 | 03:49 | 06:14 | 14:18 | 14:18 | 10:29 | 07:45 |
 | Hand of Midas | 1 | 0.53% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 00:00 | 00:00 |