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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 | 71 | 34.47% | 100.0 | 69.01% | +41.60% | +8.77% | -7.90% | -1.79% | 31:11 | 18:07 | 26:06 | 30:02 | 35:26 | 48:38 | 09:20 | 06:54 |
 | Cornucopia | 75 | 36.41% | 98.8 | 66.67% | +39.19% | +7.01% | -3.51% | -1.05% | 31:16 | 11:17 | 24:56 | 31:59 | 34:56 | 1:25:16 | 10:00 | 07:24 |
 | Linken's Sphere | 73 | 35.44% | 97.5 | 65.75% | +37.18% | +17.58% | -4.64% | -2.22% | 31:32 | 17:41 | 25:30 | 32:22 | 35:30 | 50:47 | 10:00 | 07:24 |
 | Scythe of Vyse | 6 | 2.91% | 96.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 45:58 | 35:39 | 37:52 | 41:03 | 48:41 | 1:09:35 | 10:49 | 08:00 |
 | Void Stone | 16 | 7.77% | 95.1 | 68.75% | +29.28% | +6.25% | +6.25% | 0.00% | 32:03 | 11:01 | 18:43 | 30:48 | 38:35 | 1:09:35 | 19:52 | 14:42 |
 | Daedalus | 18 | 8.74% | 93.8 | 66.67% | +27.31% | -6.67% | -16.67% | -0.89% | 43:59 | 30:08 | 37:19 | 44:36 | 48:30 | 1:01:46 | 11:11 | 08:17 |
 | Gleipnir | 112 | 54.37% | 92.6 | 49.11% | +16.13% | +4.46% | -6.25% | -1.46% | 23:25 | 15:05 | 18:59 | 21:20 | 26:20 | 58:19 | 07:21 | 05:26 |
 | Bottle | 97 | 47.09% | 91.4 | 49.48% | +14.62% | -3.65% | +13.02% | 16.67% | 01:41 | 00:21 | 01:29 | 01:40 | 01:49 | 03:53 | 00:20 | 00:14 |
 | Rod of Atos | 131 | 63.59% | 90.1 | 46.56% | +13.23% | -1.11% | -7.17% | -1.07% | 16:57 | 08:36 | 12:56 | 14:44 | 18:36 | 47:49 | 05:40 | 04:11 |
 | Power Treads | 156 | 75.73% | 88.9 | 44.87% | +12.87% | -6.41% | +16.67% | 12.48% | 08:21 | 04:35 | 06:51 | 07:41 | 08:42 | 22:43 | 01:51 | 01:22 |
 | Maelstrom | 153 | 74.27% | 87.7 | 44.44% | +10.48% | +10.82% | +2.93% | -1.20% | 17:26 | 07:52 | 13:14 | 16:17 | 19:48 | 57:43 | 06:34 | 04:51 |
 | Crown | 139 | 67.48% | 86.4 | 44.60% | +8.78% | -7.46% | -7.46% | 0.00% | 11:54 | 02:03 | 07:41 | 09:05 | 14:23 | 47:49 | 06:42 | 04:57 |
 | Javelin | 162 | 78.64% | 85.2 | 43.83% | +9.74% | +4.95% | +1.17% | -0.49% | 14:38 | 03:59 | 09:17 | 13:26 | 17:04 | 57:43 | 07:47 | 05:45 |
 | Bracer | 123 | 59.71% | 84.0 | 44.72% | +7.37% | -6.01% | +6.89% | 6.97% | 03:28 | -01:29 | 02:10 | 03:14 | 04:01 | 14:01 | 01:51 | 01:22 |
 | Boots of Travel | 4 | 1.94% | 82.7 | 100.00% | +59.41% | 0.00% | 0.00% | 0.00% | 54:39 | 36:39 | 36:39 | 56:25 | 57:30 | 1:08:02 | 20:51 | 15:26 |
 | Magic Stick | 180 | 87.38% | 81.5 | 42.78% | +8.16% | +1.66% | +3.89% | 0.81% | 02:36 | -01:29 | 00:57 | 02:32 | 03:42 | 14:31 | 02:45 | 02:02 |
 | Magic Wand | 197 | 95.63% | 80.2 | 42.13% | +8.80% | -5.40% | +0.73% | 1.81% | 04:54 | -01:29 | 02:57 | 04:30 | 06:20 | 19:21 | 03:23 | 02:30 |
 | Boots of Speed | 206 | 100.00% | 79.0 | 41.75% | +41.75% | +0.56% | -8.42% | -5.18% | 06:02 | -01:28 | 05:02 | 05:49 | 06:46 | 13:26 | 01:44 | 01:17 |
 | Nullifier | 20 | 9.71% | 77.8 | 60.00% | +20.22% | -20.00% | +40.00% | 6.36% | 43:55 | 30:20 | 32:51 | 39:54 | 42:17 | 1:35:44 | 09:26 | 06:59 |
 | Helm of Iron Will | 20 | 9.71% | 76.5 | 60.00% | +20.22% | -20.00% | +20.00% | 4.40% | 43:10 | 27:15 | 32:51 | 39:54 | 41:56 | 1:35:28 | 09:05 | 06:43 |
 | Black King Bar | 107 | 51.94% | 75.3 | 42.99% | +2.59% | +12.57% | +1.45% | -1.40% | 26:58 | 16:53 | 21:46 | 25:51 | 29:44 | 1:03:58 | 07:58 | 05:54 |
 | Blink Dagger | 71 | 34.47% | 74.1 | 45.07% | +5.07% | +10.49% | +4.93% | -0.47% | 29:11 | 15:09 | 22:13 | 28:12 | 34:01 | 60:22 | 11:48 | 08:44 |
 | Hurricane Pike | 8 | 3.88% | 72.8 | 75.00% | +34.60% | -25.00% | +25.00% | 2.32% | 35:45 | 19:35 | 21:44 | 38:10 | 43:19 | 45:16 | 21:35 | 15:59 |
 | Yasha | 15 | 7.28% | 71.6 | 60.00% | +19.69% | +15.00% | +15.00% | 0.00% | 25:12 | 14:35 | 18:39 | 22:24 | 27:48 | 45:07 | 09:09 | 06:46 |
 | Manta Style | 15 | 7.28% | 70.4 | 60.00% | +19.69% | +15.00% | +15.00% | 0.00% | 27:48 | 17:32 | 22:09 | 25:19 | 29:47 | 45:24 | 07:38 | 05:39 |
 | Monkey King Bar | 13 | 6.31% | 69.1 | 61.54% | +21.13% | +5.13% | -28.21% | -2.34% | 40:04 | 30:51 | 33:37 | 36:56 | 47:52 | 54:28 | 14:15 | 10:33 |
 | Crystalys | 35 | 16.99% | 67.9 | 45.71% | +4.77% | -12.38% | -1.27% | 1.04% | 37:38 | 21:56 | 31:35 | 36:07 | 42:18 | 54:01 | 10:43 | 07:56 |
 | Fluffy Hat | 19 | 9.22% | 66.7 | 52.63% | +11.99% | +7.37% | +7.37% | 0.00% | 25:06 | 04:28 | 15:40 | 25:37 | 31:48 | 43:58 | 16:08 | 11:57 |
 | Octarine Core | 7 | 3.40% | 65.4 | 71.43% | +30.73% | +28.57% | +28.57% | 0.00% | 41:47 | 25:46 | 26:53 | 42:10 | 48:41 | 58:27 | 21:48 | 16:08 |
 | Aghanim's Blessing | 3 | 1.46% | 64.2 | 100.00% | +59.11% | 0.00% | 0.00% | 0.00% | 55:51 | 49:19 | 49:19 | 56:12 | 1:02:03 | 1:02:03 | 12:44 | 09:25 |
 | Force Staff | 15 | 7.28% | 63.0 | 53.33% | +12.49% | -3.33% | +21.67% | 1.86% | 29:46 | 15:51 | 21:56 | 30:12 | 35:21 | 43:58 | 13:25 | 09:56 |
 | Dragon Lance | 18 | 8.74% | 61.7 | 50.00% | +9.04% | +10.00% | +25.00% | 0.90% | 27:31 | 12:48 | 19:28 | 24:22 | 36:12 | 59:49 | 16:44 | 12:23 |
 | Diffusal Blade | 28 | 13.59% | 60.5 | 42.86% | +1.29% | -14.29% | -14.29% | 0.00% | 18:14 | 10:55 | 13:26 | 16:36 | 20:59 | 41:16 | 07:33 | 05:35 |
 | Ring of Health | 9 | 4.37% | 59.3 | 55.56% | +14.44% | +44.44% | -5.56% | -2.13% | 31:59 | 15:05 | 18:14 | 35:27 | 41:45 | 51:28 | 23:31 | 17:25 |
 | Desolator | 2 | 0.97% | 58.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 27:55 | 27:05 | 27:05 | 28:45 | 28:45 | 28:45 | 01:40 | 01:14 |
 | Refresher Orb | 2 | 0.97% | 56.8 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 1:16:21 | 1:07:26 | 1:07:26 | 1:25:16 | 1:25:16 | 1:25:16 | 17:50 | 13:12 |
 | Shadow Blade | 2 | 0.97% | 55.6 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 33:47 | 31:15 | 31:15 | 36:19 | 36:19 | 36:19 | 05:04 | 03:45 |
 | Buckler | 2 | 0.97% | 54.3 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 39:36 | 36:04 | 36:04 | 43:08 | 43:08 | 43:08 | 07:04 | 05:14 |
 | Arcane Boots | 11 | 5.34% | 53.1 | 45.45% | +3.91% | -12.12% | +21.22% | 5.94% | 15:52 | 08:12 | 10:56 | 12:54 | 16:33 | 35:08 | 05:37 | 04:09 |
 | Ring of Protection | 6 | 2.91% | 51.9 | 50.00% | +8.50% | 0.00% | +50.00% | 0.00% | 21:03 | 09:14 | 12:01 | 12:39 | 36:04 | 43:08 | 24:03 | 17:48 |
 | Aeon Disk | 3 | 1.46% | 50.6 | 66.67% | +25.29% | +33.33% | 0.00% | 0.00% | 42:30 | 34:53 | 34:53 | 39:16 | 53:22 | 53:22 | 18:29 | 13:41 |
 | Wraith Band | 20 | 9.71% | 49.4 | 25.00% | -18.55% | -5.00% | -25.00% | -4.40% | 06:30 | 00:55 | 02:02 | 03:16 | 06:35 | 22:45 | 04:33 | 03:22 |
 | Wind Lace | 15 | 7.28% | 48.1 | 26.67% | -16.26% | -1.67% | +23.33% | 4.41% | 15:47 | 07:16 | 10:18 | 14:02 | 15:58 | 28:57 | 05:40 | 04:11 |
 | Morbid Mask | 1 | 0.49% | 46.9 | 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 |
 | Moon Shard | 1 | 0.49% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:43:16 | 1:43:16 | 1:43:16 | 1:43:16 | 1:43:16 | 1:43:16 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.49% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.49% | 43.2 | 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 |
 | Pavise | 1 | 0.49% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.49% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.49% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.49% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.49% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:06 | 1:19:06 | 1:19:06 | 1:19:06 | 1:19:06 | 1:19:06 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.49% | 35.8 | 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 |
 | Mjollnir | 1 | 0.49% | 34.6 | 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 |
 | Disperser | 1 | 0.49% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 1:04:14 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.49% | 32.1 | 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 |
 | Sange and Yasha | 1 | 0.49% | 30.9 | 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 |
 | Ghost Scepter | 1 | 0.49% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Medallion of Courage | 6 | 2.91% | 28.4 | 33.33% | -8.67% | -33.33% | -33.33% | 0.00% | 19:47 | 11:48 | 13:15 | 17:25 | 26:24 | 27:48 | 13:09 | 09:44 |
 | Quelling Blade | 6 | 2.91% | 27.2 | 33.33% | -8.67% | +16.67% | -33.33% | 0.00% | 00:37 | -01:29 | -01:29 | -01:29 | -01:24 | 10:59 | 00:05 | 00:03 |
 | Solar Crest | 6 | 2.91% | 25.9 | 33.33% | -8.67% | -33.33% | -33.33% | 0.00% | 22:59 | 14:49 | 16:33 | 18:19 | 30:02 | 32:49 | 13:29 | 09:59 |
 | Blight Stone | 7 | 3.40% | 24.7 | 28.57% | -13.64% | -28.57% | +21.43% | 4.25% | 16:16 | -01:29 | 09:45 | 16:50 | 21:31 | 27:39 | 11:46 | 08:42 |
 | Chainmail | 8 | 3.88% | 23.5 | 25.00% | -17.42% | -25.00% | +25.00% | 7.03% | 17:48 | 11:11 | 13:05 | 15:52 | 20:12 | 26:10 | 07:07 | 05:16 |
 | Orchid Malevolence | 2 | 0.97% | 22.2 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 37:44 | 21:04 | 21:04 | 54:24 | 54:24 | 54:24 | 33:20 | 24:41 |
 | Eul's Scepter of Divinity | 3 | 1.46% | 21.0 | 33.33% | -8.54% | -33.33% | 0.00% | 0.00% | 23:28 | 17:59 | 17:59 | 25:32 | 26:53 | 26:53 | 08:54 | 06:35 |
 | Mekansm | 3 | 1.46% | 19.8 | 33.33% | -8.54% | -33.33% | 0.00% | 0.00% | 26:33 | 17:39 | 17:39 | 18:53 | 43:08 | 43:08 | 25:29 | 18:52 |
 | Headdress | 4 | 1.94% | 18.5 | 25.00% | -17.08% | -25.00% | +75.00% | 0.00% | 23:10 | 13:45 | 13:45 | 15:27 | 20:19 | 43:08 | 06:34 | 04:51 |
 | Aghanim's Shard | 9 | 4.37% | 17.3 | 11.11% | -32.04% | +38.89% | -11.11% | -8.85% | 27:11 | 16:58 | 20:36 | 23:06 | 26:15 | 57:45 | 05:39 | 04:11 |
 | Boots of Bearing | 1 | 0.49% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.49% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.49% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 0.97% | 12.3 | 0.00% | -42.16% | 0.00% | 0.00% | 0.00% | 36:59 | 33:04 | 33:04 | 40:54 | 40:54 | 40:54 | 07:50 | 05:48 |
 | Aether Lens | 1 | 0.49% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.49% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 0.97% | 8.6 | 0.00% | -42.16% | 0.00% | 0.00% | 0.00% | 11:42 | 10:44 | 10:44 | 12:40 | 12:40 | 12:40 | 01:56 | 01:25 |
 | Veil of Discord | 1 | 0.49% | 7.4 | 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 |
 | Drum of Endurance | 2 | 0.97% | 6.2 | 0.00% | -42.16% | 0.00% | 0.00% | 0.00% | 21:57 | 14:37 | 14:37 | 29:17 | 29:17 | 29:17 | 14:40 | 10:51 |
 | Hand of Midas | 2 | 0.97% | 4.9 | 0.00% | -42.16% | 0.00% | 0.00% | 0.00% | 18:47 | 13:49 | 13:49 | 23:45 | 23:45 | 23:45 | 09:56 | 07:21 |
 | Vanguard | 1 | 0.49% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Ring of Basilius | 3 | 1.46% | 2.5 | 0.00% | -42.36% | 0.00% | 0.00% | 0.00% | 08:07 | 03:49 | 03:49 | 06:14 | 14:18 | 14:18 | 10:29 | 07:45 |
 | Tranquil Boots | 4 | 1.94% | 1.2 | 0.00% | -42.57% | 0.00% | 0.00% | 0.00% | 18:09 | 09:30 | 09:30 | 11:05 | 11:44 | 40:16 | 02:14 | 01:39 |