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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 | 80 | 31.13% | 100.0 | 73.75% | +37.03% | +11.25% | -8.75% | -2.30% | 31:53 | 17:00 | 26:28 | 30:46 | 35:10 | 54:13 | 08:42 | 06:26 |
 | Cornucopia | 94 | 36.58% | 98.7 | 68.09% | +31.28% | -5.59% | +14.52% | 1.55% | 29:51 | 12:52 | 22:31 | 29:53 | 35:30 | 54:24 | 12:59 | 09:37 |
 | Linken's Sphere | 96 | 37.35% | 97.5 | 67.71% | +31.06% | -5.21% | +11.46% | 1.51% | 31:07 | 17:19 | 25:01 | 31:45 | 36:02 | 50:47 | 11:01 | 08:09 |
 | Daedalus | 23 | 8.95% | 96.2 | 73.91% | +28.18% | -23.91% | +9.42% | 3.71% | 42:39 | 33:20 | 37:04 | 43:29 | 46:03 | 54:09 | 08:59 | 06:39 |
 | Ring of Health | 9 | 3.50% | 94.9 | 88.89% | +42.12% | +11.11% | -38.89% | -2.48% | 32:40 | 18:14 | 18:27 | 33:42 | 38:35 | 51:28 | 20:08 | 14:54 |
 | Gleipnir | 142 | 55.25% | 93.7 | 55.63% | +16.50% | +11.04% | +1.51% | -1.40% | 23:18 | 15:05 | 18:59 | 21:34 | 25:46 | 58:19 | 06:47 | 05:01 |
 | Void Stone | 16 | 6.23% | 92.4 | 75.00% | +28.53% | -25.00% | 0.00% | 1.69% | 28:36 | 09:39 | 20:50 | 25:09 | 35:39 | 48:41 | 14:49 | 10:58 |
 | Maelstrom | 196 | 76.26% | 91.1 | 52.04% | +15.97% | +15.31% | +5.10% | -1.57% | 17:04 | 07:52 | 13:00 | 16:00 | 19:31 | 57:43 | 06:31 | 04:49 |
 | Bottle | 112 | 43.58% | 89.9 | 54.46% | +11.01% | -4.46% | +2.68% | 7.14% | 01:39 | 00:30 | 01:29 | 01:39 | 01:48 | 03:28 | 00:19 | 00:14 |
 | Javelin | 204 | 79.38% | 88.6 | 51.47% | +15.62% | +9.31% | +7.35% | -0.25% | 14:01 | 03:59 | 09:02 | 11:47 | 16:49 | 57:43 | 07:47 | 05:45 |
 | Rod of Atos | 167 | 64.98% | 87.3 | 52.10% | +10.99% | +2.66% | -11.62% | -2.51% | 17:17 | 08:36 | 13:22 | 15:21 | 19:03 | 41:13 | 05:41 | 04:12 |
 | Power Treads | 199 | 77.43% | 86.1 | 51.26% | +13.33% | +8.74% | +8.74% | 0.00% | 07:55 | 04:13 | 06:45 | 07:29 | 08:35 | 15:14 | 01:50 | 01:21 |
 | Bracer | 166 | 64.59% | 84.8 | 51.20% | +8.34% | -1.20% | +4.90% | 3.13% | 03:39 | -01:29 | 02:13 | 03:14 | 04:10 | 32:48 | 01:57 | 01:26 |
 | Octarine Core | 8 | 3.11% | 83.5 | 87.50% | +40.51% | +12.50% | +12.50% | 0.00% | 38:08 | 25:46 | 26:53 | 34:41 | 38:45 | 58:27 | 11:52 | 08:47 |
 | Manta Style | 26 | 10.12% | 82.3 | 65.38% | +19.06% | -8.24% | +17.95% | 3.22% | 27:23 | 19:01 | 22:09 | 27:29 | 30:17 | 45:54 | 08:08 | 06:01 |
 | Black King Bar | 126 | 49.03% | 81.0 | 52.38% | +8.11% | +0.75% | -3.99% | -0.50% | 28:18 | 16:53 | 22:13 | 26:24 | 31:41 | 1:03:58 | 09:28 | 07:00 |
 | Yasha | 28 | 10.89% | 79.7 | 64.29% | +18.00% | -7.15% | +7.14% | 1.55% | 24:05 | 14:52 | 18:39 | 23:36 | 27:51 | 41:41 | 09:12 | 06:48 |
 | Crown | 176 | 68.48% | 78.5 | 50.57% | +7.36% | +6.25% | -2.84% | -1.25% | 12:02 | 02:03 | 07:53 | 09:27 | 15:10 | 41:13 | 07:17 | 05:23 |
 | Magic Stick | 227 | 88.33% | 77.2 | 49.34% | +9.34% | +6.80% | -8.99% | -4.21% | 03:14 | -01:29 | 01:03 | 02:41 | 04:48 | 23:04 | 03:45 | 02:46 |
 | Boots of Speed | 257 | 100.00% | 75.9 | 48.25% | +48.25% | +3.31% | -10.75% | -6.59% | 05:58 | -01:29 | 04:47 | 05:55 | 06:55 | 13:32 | 02:08 | 01:34 |
 | Force Staff | 19 | 7.39% | 74.7 | 68.42% | +21.78% | +11.58% | +11.58% | 0.00% | 28:04 | 15:05 | 24:44 | 26:43 | 31:48 | 41:44 | 07:04 | 05:14 |
 | Magic Wand | 247 | 96.11% | 73.4 | 47.77% | -12.23% | -2.61% | -1.00% | 0.41% | 05:13 | -01:29 | 03:12 | 04:43 | 07:10 | 23:15 | 03:58 | 02:56 |
 | Boots of Travel | 10 | 3.89% | 72.2 | 80.00% | +33.04% | -13.33% | +20.00% | 2.47% | 50:00 | 36:06 | 43:23 | 44:22 | 56:54 | 1:08:02 | 13:31 | 10:00 |
 | Fluffy Hat | 24 | 9.34% | 70.9 | 62.50% | +15.72% | +4.17% | -12.50% | -1.24% | 22:31 | 04:50 | 15:24 | 24:45 | 28:51 | 41:43 | 13:27 | 09:57 |
 | Helm of Iron Will | 22 | 8.56% | 69.6 | 63.64% | +16.83% | -13.64% | +16.36% | 1.84% | 40:37 | 25:27 | 31:40 | 39:00 | 47:56 | 1:04:08 | 16:16 | 12:02 |
 | Blink Dagger | 76 | 29.57% | 68.4 | 51.32% | +4.36% | -9.21% | +1.31% | 0.98% | 29:47 | 16:00 | 23:17 | 28:22 | 33:58 | 60:22 | 10:41 | 07:54 |
 | Hurricane Pike | 7 | 2.72% | 67.1 | 85.71% | +38.51% | +14.29% | +14.29% | 0.00% | 34:04 | 19:35 | 25:46 | 38:10 | 40:40 | 45:16 | 14:54 | 11:02 |
 | Nullifier | 21 | 8.17% | 65.8 | 61.90% | +14.87% | -1.90% | +18.10% | 1.31% | 40:32 | 27:17 | 31:56 | 39:14 | 47:10 | 1:05:21 | 15:14 | 11:17 |
 | Crystalys | 46 | 17.90% | 64.6 | 52.17% | +4.78% | -10.50% | +11.47% | 1.68% | 37:55 | 21:56 | 31:39 | 36:07 | 44:43 | 55:18 | 13:04 | 09:40 |
 | Buckler | 4 | 1.56% | 63.3 | 100.00% | +52.57% | 0.00% | 0.00% | 0.00% | 29:52 | 16:25 | 16:25 | 23:50 | 36:04 | 43:08 | 19:39 | 14:33 |
 | Arcane Boots | 12 | 4.67% | 62.0 | 66.67% | +19.32% | 0.00% | +33.33% | 2.88% | 15:55 | 08:30 | 10:21 | 15:27 | 21:56 | 22:44 | 11:35 | 08:34 |
 | Aghanim's Blessing | 6 | 2.33% | 60.8 | 83.33% | +35.92% | +16.67% | +16.67% | 0.00% | 55:44 | 49:19 | 49:42 | 55:31 | 1:01:11 | 1:02:03 | 11:29 | 08:30 |
 | Ring of Protection | 7 | 2.72% | 59.5 | 71.43% | +23.83% | -21.43% | +28.57% | 0.00% | 21:53 | 10:38 | 11:24 | 16:14 | 23:50 | 43:08 | 12:26 | 09:12 |
 | Scythe of Vyse | 3 | 1.17% | 58.2 | 100.00% | +52.36% | 0.00% | 0.00% | 0.00% | 42:26 | 35:39 | 35:39 | 42:59 | 48:41 | 48:41 | 13:02 | 09:39 |
 | Guardian Greaves | 3 | 1.17% | 57.0 | 100.00% | +52.36% | 0.00% | 0.00% | 0.00% | 31:48 | 21:39 | 21:39 | 30:15 | 43:30 | 43:30 | 21:51 | 16:11 |
 | Desolator | 3 | 1.17% | 55.7 | 100.00% | +52.36% | 0.00% | 0.00% | 0.00% | 26:16 | 22:58 | 22:58 | 27:05 | 28:45 | 28:45 | 05:47 | 04:17 |
 | Dragon Lance | 18 | 7.00% | 54.4 | 50.00% | +1.88% | +10.00% | -25.00% | -2.75% | 26:29 | 12:48 | 21:09 | 23:07 | 33:53 | 45:09 | 12:44 | 09:25 |
 | Diffusal Blade | 27 | 10.51% | 53.2 | 44.44% | -4.26% | -15.87% | -1.58% | 2.51% | 18:38 | 11:34 | 13:08 | 16:20 | 18:50 | 45:26 | 05:42 | 04:13 |
 | Wind Lace | 19 | 7.39% | 51.9 | 42.11% | -6.63% | -2.11% | +17.89% | 3.53% | 12:53 | 05:15 | 09:42 | 12:35 | 15:22 | 25:46 | 05:40 | 04:11 |
 | Mekansm | 4 | 1.56% | 50.6 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 24:28 | 15:46 | 15:46 | 17:39 | 21:17 | 43:08 | 05:31 | 04:05 |
 | Headdress | 4 | 1.56% | 49.4 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 21:39 | 12:14 | 12:14 | 13:45 | 17:30 | 43:08 | 05:16 | 03:54 |
 | Monkey King Bar | 20 | 7.78% | 48.1 | 40.00% | -8.95% | -20.00% | 0.00% | 2.21% | 40:04 | 25:03 | 34:36 | 37:27 | 43:38 | 56:45 | 09:02 | 06:41 |
 | Wraith Band | 25 | 9.73% | 46.8 | 36.00% | -13.57% | +14.00% | -2.67% | -6.06% | 05:07 | 01:42 | 02:17 | 03:18 | 05:02 | 22:45 | 02:45 | 02:02 |
 | Mjollnir | 2 | 0.78% | 45.6 | 100.00% | +52.16% | 0.00% | 0.00% | 0.00% | 51:35 | 48:20 | 48:20 | 54:50 | 54:50 | 54:50 | 06:30 | 04:48 |
 | Disperser | 2 | 0.78% | 44.3 | 100.00% | +52.16% | 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 |
 | Aghanim's Shard | 13 | 5.06% | 43.0 | 38.46% | -10.31% | +28.21% | +61.54% | 3.37% | 24:54 | 15:00 | 16:58 | 22:34 | 26:51 | 53:08 | 09:53 | 07:19 |
 | Blight Stone | 9 | 3.50% | 41.8 | 44.44% | -3.95% | +5.56% | +55.56% | 2.97% | 13:21 | -01:29 | -01:29 | 16:11 | 18:20 | 23:32 | 19:49 | 14:40 |
 | Chainmail | 9 | 3.50% | 40.5 | 44.44% | -3.95% | +5.56% | +5.56% | 0.00% | 14:30 | 11:20 | 12:35 | 13:09 | 15:52 | 18:20 | 03:17 | 02:25 |
 | Silver Edge | 3 | 1.17% | 39.2 | 66.67% | +18.64% | -66.67% | 0.00% | 0.00% | 41:06 | 32:20 | 32:20 | 44:22 | 46:35 | 46:35 | 14:15 | 10:33 |
 | Medallion of Courage | 7 | 2.72% | 38.0 | 42.86% | -5.54% | +7.14% | +7.14% | 0.00% | 16:10 | 11:20 | 13:10 | 16:11 | 17:25 | 23:32 | 04:15 | 03:08 |
 | Solar Crest | 7 | 2.72% | 36.7 | 42.86% | -5.54% | +7.14% | +7.14% | 0.00% | 20:13 | 15:44 | 17:05 | 20:18 | 21:30 | 26:48 | 04:25 | 03:16 |
 | Morbid Mask | 1 | 0.39% | 35.4 | 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 | 0.39% | 34.2 | 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 | 0.39% | 32.9 | 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 |
 | Orchid Malevolence | 1 | 0.39% | 31.6 | 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 |
 | Falcon Blade | 1 | 0.39% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.39% | 29.1 | 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 |
 | Eye of Skadi | 1 | 0.39% | 27.8 | 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 |
 | Assault Cuirass | 1 | 0.39% | 26.6 | 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 |
 | Refresher Orb | 1 | 0.39% | 25.3 | 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 |
 | Mage Slayer | 1 | 0.39% | 24.1 | 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 |
 | Quelling Blade | 6 | 2.33% | 22.8 | 33.33% | -15.28% | +16.67% | -33.33% | 0.00% | 00:37 | -01:29 | -01:29 | -01:29 | -01:24 | 10:59 | 00:05 | 00:03 |
 | Pavise | 2 | 0.78% | 21.5 | 50.00% | +1.76% | +50.00% | 0.00% | 0.00% | 12:06 | 11:52 | 11:52 | 12:19 | 12:19 | 12:19 | 00:27 | 00:20 |
 | Eul's Scepter of Divinity | 2 | 0.78% | 20.3 | 50.00% | +1.76% | +50.00% | 0.00% | 0.00% | 22:23 | 17:53 | 17:53 | 26:53 | 26:53 | 26:53 | 09:00 | 06:40 |
 | Boots of Travel 2 | 2 | 0.78% | 19.0 | 50.00% | +1.76% | +50.00% | 0.00% | 0.00% | 53:08 | 48:57 | 48:57 | 57:18 | 57:18 | 57:18 | 08:21 | 06:11 |
 | Null Talisman | 4 | 1.56% | 17.7 | 25.00% | -23.62% | +75.00% | -25.00% | 0.00% | 05:47 | 02:02 | 02:02 | 02:56 | 03:06 | 15:05 | 01:04 | 00:47 |
 | Tranquil Boots | 5 | 1.95% | 16.5 | 20.00% | -28.81% | -20.00% | -20.00% | 0.00% | 18:12 | 09:30 | 09:30 | 11:44 | 18:48 | 40:16 | 09:18 | 06:53 |
 | Glimmer Cape | 2 | 0.78% | 15.2 | 0.00% | -48.63% | 0.00% | 0.00% | 0.00% | 36:59 | 33:04 | 33:04 | 40:54 | 40:54 | 40:54 | 07:50 | 05:48 |
 | Aeon Disk | 2 | 0.78% | 13.9 | 0.00% | -48.63% | 0.00% | 0.00% | 0.00% | 45:47 | 39:16 | 39:16 | 52:18 | 52:18 | 52:18 | 13:02 | 09:39 |
 | Hand of Midas | 1 | 0.39% | 12.7 | 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 |
 | Aether Lens | 1 | 0.39% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.39% | 10.1 | 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 | 0.39% | 8.9 | 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 | 1 | 0.39% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.39% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.39% | 5.1 | 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 |
 | Ring of Basilius | 3 | 1.17% | 3.8 | 0.00% | -48.82% | 0.00% | 0.00% | 0.00% | 08:07 | 03:49 | 03:49 | 06:14 | 14:18 | 14:18 | 10:29 | 07:45 |
 | Divine Rapier | 1 | 0.39% | 2.5 | 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 |
 | Urn of Shadows | 1 | 0.39% | 1.3 | 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 |