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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 Blessing | 11 | 6.63% | 100.0 | 100.00% | +59.35% | 0.00% | 0.00% | 0.00% | 45:14 | 38:45 | 41:47 | 46:04 | 48:14 | 50:39 | 06:27 | 04:46 |
 | Satanic | 66 | 39.76% | 98.6 | 66.67% | +36.67% | +3.92% | -16.67% | -2.80% | 28:59 | 17:57 | 24:37 | 28:50 | 31:58 | 47:32 | 07:21 | 05:26 |
 | Butterfly | 18 | 10.84% | 97.2 | 77.78% | +37.24% | +2.22% | +22.22% | 2.46% | 36:03 | 27:04 | 32:38 | 33:41 | 40:46 | 46:34 | 08:08 | 06:01 |
 | Morbid Mask | 81 | 48.80% | 95.8 | 60.49% | +31.08% | +9.51% | -15.49% | -3.73% | 25:40 | 14:20 | 21:50 | 25:16 | 28:32 | 51:43 | 06:42 | 04:57 |
 | Crown | 12 | 7.23% | 94.4 | 75.00% | +32.79% | -41.67% | +25.00% | 13.94% | 18:48 | 12:19 | 16:45 | 19:24 | 21:32 | 22:10 | 04:47 | 03:32 |
 | Daedalus | 44 | 26.51% | 93.1 | 56.82% | +16.66% | +6.82% | -20.46% | -3.97% | 31:44 | 23:27 | 27:52 | 31:07 | 34:44 | 46:21 | 06:52 | 05:05 |
 | Aghanim's Shard | 43 | 25.90% | 91.7 | 55.81% | +15.16% | +16.92% | -10.36% | -2.93% | 22:40 | 15:00 | 15:29 | 21:21 | 24:47 | 48:35 | 09:18 | 06:53 |
 | Shadow Blade | 9 | 5.42% | 90.3 | 77.78% | +35.10% | +22.22% | +22.22% | 0.00% | 33:32 | 26:14 | 28:36 | 35:19 | 36:21 | 39:39 | 07:45 | 05:44 |
 | Silver Edge | 9 | 5.42% | 88.9 | 77.78% | +35.10% | +22.22% | +22.22% | 0.00% | 33:56 | 26:14 | 29:51 | 35:49 | 36:37 | 40:03 | 06:46 | 05:00 |
 | Veil of Discord | 9 | 5.42% | 87.5 | 77.78% | +35.10% | -27.78% | +22.22% | 0.00% | 21:15 | 14:24 | 19:38 | 21:44 | 22:47 | 25:38 | 03:09 | 02:20 |
 | Javelin | 21 | 12.65% | 86.1 | 61.90% | +19.83% | -1.90% | +18.10% | 1.44% | 18:18 | 06:14 | 09:03 | 13:05 | 22:56 | 46:27 | 13:53 | 10:17 |
 | Eye of Skadi | 11 | 6.63% | 84.7 | 72.73% | +30.15% | +27.27% | +27.27% | 0.00% | 36:30 | 26:06 | 30:39 | 36:56 | 39:47 | 49:09 | 09:08 | 06:45 |
 | Blink Dagger | 11 | 6.63% | 83.3 | 72.73% | +30.15% | -39.40% | +27.27% | 6.85% | 36:40 | 24:22 | 30:08 | 34:53 | 39:52 | 50:49 | 09:44 | 07:12 |
 | Aghanim's Scepter | 101 | 60.84% | 81.9 | 47.52% | +7.52% | +4.48% | -19.52% | -3.06% | 19:13 | 10:34 | 14:47 | 18:09 | 22:38 | 45:12 | 07:51 | 05:48 |
 | Boots of Speed | 166 | 100.00% | 80.6 | 44.58% | +44.58% | +10.18% | -12.87% | -6.46% | 05:23 | 00:46 | 03:13 | 04:40 | 06:47 | 16:06 | 03:34 | 02:38 |
 | Kaya | 4 | 2.41% | 79.2 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 33:21 | 23:52 | 23:52 | 29:22 | 37:54 | 42:15 | 14:02 | 10:23 |
 | Swift Blink | 4 | 2.41% | 77.8 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 39:40 | 37:04 | 37:04 | 37:38 | 41:17 | 42:42 | 04:13 | 03:07 |
 | Black King Bar | 98 | 59.04% | 76.4 | 45.92% | +3.27% | +10.08% | -4.25% | -2.34% | 20:28 | 14:41 | 17:04 | 19:42 | 23:12 | 35:35 | 06:08 | 04:32 |
 | Magic Stick | 146 | 87.95% | 75.0 | 43.84% | -6.16% | -3.30% | -2.17% | 0.39% | 01:58 | -01:30 | -01:29 | 00:11 | 04:24 | 19:09 | 05:53 | 04:21 |
 | Magic Wand | 142 | 85.54% | 73.6 | 43.66% | -6.34% | -1.99% | +2.05% | 0.54% | 07:43 | -01:29 | 03:41 | 07:18 | 11:08 | 23:29 | 07:27 | 05:31 |
 | Power Treads | 115 | 69.28% | 72.2 | 44.35% | -0.75% | +7.37% | +0.48% | -3.59% | 06:33 | 03:30 | 05:22 | 06:20 | 07:17 | 10:55 | 01:55 | 01:25 |
 | Wind Lace | 51 | 30.72% | 70.8 | 49.02% | +6.41% | +4.83% | -2.87% | -1.22% | 13:23 | -01:29 | 09:20 | 12:26 | 15:40 | 32:18 | 06:20 | 04:41 |
 | Crystalys | 86 | 51.81% | 69.4 | 45.35% | +1.60% | +13.74% | -2.49% | -1.18% | 17:22 | 06:13 | 10:46 | 13:03 | 24:33 | 45:56 | 13:47 | 10:12 |
 | Ring of Protection | 14 | 8.43% | 68.1 | 64.29% | +21.53% | -14.29% | +2.38% | 0.98% | 13:13 | -01:29 | -01:29 | 06:27 | 18:26 | 51:43 | 19:55 | 14:45 |
 | Fluffy Hat | 53 | 31.93% | 66.7 | 47.17% | +3.81% | +6.68% | -1.02% | -0.62% | 11:05 | -01:29 | 04:04 | 09:34 | 16:26 | 34:46 | 12:22 | 09:09 |
 | Quelling Blade | 67 | 40.36% | 65.3 | 44.78% | +0.34% | +8.16% | +8.16% | 0.00% | -01:11 | -01:29 | -01:29 | -01:29 | -01:29 | 16:14 | 00:00 | 00:00 |
 | Wraith Band | 29 | 17.47% | 63.9 | 51.72% | +8.65% | +5.42% | +5.42% | 0.00% | 01:50 | -01:29 | 01:35 | 01:56 | 02:22 | 03:47 | 00:47 | 00:34 |
 | Ring of Basilius | 28 | 16.87% | 62.5 | 50.00% | +6.52% | +7.14% | +21.43% | 1.61% | 10:20 | 01:23 | 04:16 | 06:36 | 13:10 | 51:43 | 08:54 | 06:35 |
 | Sange | 11 | 6.63% | 61.1 | 63.64% | +20.41% | -30.31% | +3.03% | 4.44% | 25:12 | 13:40 | 20:10 | 26:12 | 27:41 | 37:58 | 07:31 | 05:34 |
 | Drum of Endurance | 9 | 5.42% | 59.7 | 66.67% | +23.36% | -16.67% | +33.33% | 0.00% | 20:43 | 11:55 | 17:44 | 20:46 | 24:09 | 27:23 | 06:25 | 04:45 |
 | Falcon Blade | 24 | 14.46% | 58.3 | 50.00% | +6.34% | 0.00% | +16.67% | 5.38% | 06:30 | 03:15 | 04:52 | 05:25 | 07:58 | 10:54 | 03:06 | 02:17 |
 | Force Staff | 19 | 11.45% | 56.9 | 52.63% | +9.09% | +27.37% | -12.63% | -9.45% | 29:45 | 23:14 | 27:01 | 28:55 | 31:15 | 39:48 | 04:14 | 03:08 |
 | Ethereal Blade | 3 | 1.81% | 55.6 | 100.00% | +56.44% | 0.00% | 0.00% | 0.00% | 34:38 | 26:31 | 26:31 | 34:24 | 43:00 | 43:00 | 16:29 | 12:12 |
 | Yasha | 17 | 10.24% | 54.2 | 52.94% | +9.32% | +22.06% | -2.94% | -2.40% | 22:04 | 13:00 | 16:14 | 20:17 | 26:40 | 37:55 | 10:26 | 07:43 |
 | Monkey King Bar | 5 | 3.01% | 52.8 | 80.00% | +36.52% | +20.00% | +20.00% | 0.00% | 31:25 | 21:18 | 21:18 | 28:35 | 31:34 | 50:10 | 10:16 | 07:36 |
 | Glimmer Cape | 10 | 6.02% | 51.4 | 60.00% | +16.41% | +6.67% | -10.00% | -1.23% | 29:56 | 21:37 | 23:31 | 27:09 | 37:03 | 43:35 | 13:32 | 10:01 |
 | Tranquil Boots | 30 | 18.07% | 50.0 | 43.33% | -1.52% | +6.67% | +28.10% | 3.92% | 16:25 | 07:13 | 12:15 | 14:18 | 17:43 | 35:12 | 05:28 | 04:02 |
 | Void Stone | 13 | 7.83% | 48.6 | 53.85% | +10.06% | -20.52% | +46.15% | 5.12% | 34:01 | 16:22 | 26:55 | 33:26 | 39:57 | 50:48 | 13:02 | 09:39 |
 | Ring of Health | 11 | 6.63% | 47.2 | 54.55% | +10.68% | -21.22% | +45.45% | 6.49% | 36:16 | 26:38 | 29:41 | 33:25 | 39:57 | 50:48 | 10:16 | 07:36 |
 | Maelstrom | 14 | 8.43% | 45.8 | 50.00% | +5.92% | +25.00% | -16.67% | -8.25% | 13:40 | 09:47 | 10:28 | 12:37 | 15:31 | 22:56 | 05:03 | 03:44 |
 | Ghost Scepter | 6 | 3.61% | 44.4 | 66.67% | +22.92% | +33.33% | -66.67% | 0.00% | 28:35 | 17:17 | 25:47 | 27:05 | 32:39 | 39:48 | 06:52 | 05:05 |
 | Sange and Yasha | 9 | 5.42% | 43.1 | 55.56% | +11.61% | -55.56% | -5.56% | 0.00% | 25:43 | 17:58 | 19:13 | 25:19 | 29:33 | 37:58 | 10:20 | 07:39 |
 | Divine Rapier | 4 | 2.41% | 41.7 | 75.00% | +31.17% | -75.00% | +25.00% | 0.00% | 46:24 | 41:33 | 41:33 | 44:47 | 48:32 | 50:45 | 06:59 | 05:10 |
 | Buckler | 4 | 2.41% | 40.3 | 75.00% | +31.17% | +25.00% | -75.00% | 0.00% | 37:15 | 19:01 | 19:01 | 38:38 | 39:39 | 51:43 | 20:38 | 15:17 |
 | Urn of Shadows | 7 | 4.22% | 38.9 | 57.14% | +13.11% | +42.86% | -7.14% | 0.00% | 10:05 | 03:56 | 07:26 | 10:00 | 10:59 | 18:27 | 03:33 | 02:37 |
 | Diffusal Blade | 7 | 4.22% | 37.5 | 57.14% | +13.11% | -57.14% | -7.14% | 0.00% | 13:28 | 11:05 | 11:14 | 12:27 | 12:43 | 18:23 | 01:29 | 01:05 |
 | Aeon Disk | 2 | 1.20% | 36.1 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 39:12 | 36:24 | 36:24 | 42:00 | 42:00 | 42:00 | 05:36 | 04:08 |
 | Refresher Orb | 2 | 1.20% | 34.7 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 49:29 | 48:08 | 48:08 | 50:49 | 50:49 | 50:49 | 02:41 | 01:59 |
 | Mjollnir | 2 | 1.20% | 33.3 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 30:05 | 22:18 | 22:18 | 37:52 | 37:52 | 37:52 | 15:34 | 11:31 |
 | Boots of Bearing | 2 | 1.20% | 31.9 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 30:51 | 29:32 | 29:32 | 32:09 | 32:09 | 32:09 | 02:37 | 01:56 |
 | Manta Style | 6 | 3.61% | 30.6 | 50.00% | +5.62% | +50.00% | -50.00% | 0.00% | 23:27 | 19:20 | 20:17 | 23:23 | 25:13 | 27:50 | 04:56 | 03:39 |
 | Linken's Sphere | 6 | 3.61% | 29.2 | 50.00% | +5.62% | 0.00% | +50.00% | 0.00% | 32:55 | 26:44 | 28:49 | 29:48 | 37:49 | 40:55 | 09:00 | 06:40 |
 | Arcane Boots | 4 | 2.41% | 27.8 | 50.00% | +5.56% | -50.00% | -50.00% | 0.00% | 19:33 | 13:45 | 13:45 | 14:17 | 16:31 | 33:39 | 02:46 | 02:02 |
 | Spirit Vessel | 4 | 2.41% | 26.4 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 18:25 | 13:15 | 13:15 | 13:53 | 22:14 | 24:19 | 08:59 | 06:39 |
 | Hurricane Pike | 1 | 0.60% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.60% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.60% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.60% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.60% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.60% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.60% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.60% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Dragon Lance | 10 | 6.02% | 13.9 | 30.00% | -15.51% | +3.33% | +20.00% | 6.03% | 11:48 | 08:53 | 10:18 | 10:45 | 13:04 | 17:53 | 02:46 | 02:02 |
 | Blight Stone | 2 | 1.20% | 12.5 | 50.00% | +5.49% | +50.00% | 0.00% | 0.00% | 21:58 | 14:19 | 14:19 | 29:36 | 29:36 | 29:36 | 15:17 | 11:19 |
 | Chainmail | 2 | 1.20% | 11.1 | 50.00% | +5.49% | +50.00% | 0.00% | 0.00% | 21:57 | 14:19 | 14:19 | 29:35 | 29:35 | 29:35 | 15:16 | 11:18 |
 | Medallion of Courage | 2 | 1.20% | 9.7 | 50.00% | +5.49% | +50.00% | 0.00% | 0.00% | 21:58 | 14:19 | 14:19 | 29:36 | 29:36 | 29:36 | 15:17 | 11:19 |
 | Orchid Malevolence | 1 | 0.60% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Headdress | 1 | 0.60% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:15 | -01:15 | -01:15 | -01:15 | -01:15 | -01:15 | 00:00 | 00:00 |
 | Bottle | 1 | 0.60% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:16 | 01:16 | 01:16 | 01:16 | 01:16 | 01:16 | 00:00 | 00:00 |
 | Bracer | 1 | 0.60% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.60% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.60% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |