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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 | |
 | Blink Dagger | 32 | 21.48% | 100.0 | 65.63% | +27.17% | -15.63% | +21.87% | 3.63% | 32:25 | 14:03 | 27:16 | 31:39 | 37:36 | 53:44 | 10:20 | 07:39 |
 | Wind Lace | 87 | 58.39% | 98.3 | 51.72% | +17.85% | +7.37% | -10.81% | -1.80% | 15:20 | -01:29 | 10:32 | 15:53 | 20:38 | 32:33 | 10:06 | 07:28 |
 | Glimmer Cape | 40 | 26.85% | 96.6 | 57.50% | +18.05% | -17.50% | +2.50% | 2.40% | 26:46 | 16:14 | 22:36 | 25:16 | 30:57 | 38:32 | 08:21 | 06:11 |
 | Eul's Scepter of Divinity | 7 | 4.70% | 94.8 | 85.71% | +43.46% | -35.71% | +14.29% | 11.41% | 24:30 | 20:00 | 20:05 | 24:19 | 24:28 | 33:30 | 04:23 | 03:14 |
 | Drum of Endurance | 7 | 4.70% | 93.1 | 85.71% | +43.46% | +14.29% | +14.29% | 0.00% | 27:00 | 14:27 | 22:49 | 26:38 | 29:20 | 36:48 | 06:31 | 04:49 |
 | Ghost Scepter | 17 | 11.41% | 91.4 | 64.71% | +23.04% | -14.71% | +35.29% | 8.43% | 27:33 | 16:21 | 22:31 | 26:26 | 28:27 | 47:27 | 05:56 | 04:23 |
 | Force Staff | 52 | 34.90% | 89.7 | 51.92% | +11.71% | -28.84% | +1.93% | 4.14% | 26:25 | 15:17 | 21:57 | 25:21 | 29:23 | 49:53 | 07:26 | 05:30 |
 | Boots of Speed | 142 | 95.30% | 87.9 | 45.07% | +16.50% | +10.49% | -7.93% | -6.21% | 07:18 | -01:29 | 05:03 | 06:26 | 08:01 | 31:15 | 02:58 | 02:11 |
 | Chainmail | 60 | 40.27% | 86.2 | 50.00% | +9.55% | +10.00% | -3.33% | -2.07% | 16:12 | 08:17 | 12:40 | 15:33 | 19:07 | 28:48 | 06:27 | 04:46 |
 | Solar Crest | 56 | 37.58% | 84.5 | 50.00% | +9.14% | +21.43% | -7.14% | -4.24% | 22:23 | 13:03 | 18:21 | 22:04 | 25:05 | 34:27 | 06:44 | 04:59 |
 | Magic Wand | 135 | 90.60% | 82.8 | 44.44% | +1.58% | +8.50% | -0.32% | -1.55% | 07:49 | 02:02 | 04:09 | 06:47 | 09:51 | 27:00 | 05:42 | 04:13 |
 | Magic Stick | 143 | 95.97% | 81.0 | 44.06% | -5.94% | +8.72% | +8.72% | 0.00% | 02:48 | -01:29 | -01:29 | 01:53 | 04:57 | 20:25 | 06:26 | 04:45 |
 | Medallion of Courage | 59 | 39.60% | 79.3 | 49.15% | +8.04% | +10.85% | +4.18% | -1.16% | 17:22 | 09:09 | 13:41 | 16:47 | 19:26 | 32:26 | 05:45 | 04:15 |
 | Blight Stone | 59 | 39.60% | 77.6 | 49.15% | +8.04% | +17.52% | -2.48% | -3.18% | 16:22 | -01:29 | 12:51 | 16:13 | 19:08 | 31:26 | 06:17 | 04:39 |
 | Tranquil Boots | 18 | 12.08% | 75.9 | 61.11% | +19.13% | -1.11% | -11.11% | -1.06% | 20:58 | 08:13 | 16:03 | 21:15 | 25:27 | 35:43 | 09:24 | 06:57 |
 | Crown | 70 | 46.98% | 74.1 | 47.14% | +5.37% | +13.97% | -11.85% | -2.98% | 16:57 | 03:26 | 12:28 | 17:54 | 21:07 | 30:21 | 08:39 | 06:24 |
 | Arcane Boots | 74 | 49.66% | 72.4 | 45.95% | +3.28% | +17.21% | +15.16% | -0.36% | 14:42 | 07:09 | 10:48 | 12:51 | 16:27 | 40:03 | 05:39 | 04:11 |
 | Void Stone | 76 | 51.01% | 70.7 | 44.74% | +0.90% | -2.63% | -13.16% | -0.91% | 19:29 | 06:24 | 11:50 | 16:27 | 23:27 | 49:34 | 11:37 | 08:36 |
 | Fluffy Hat | 87 | 58.39% | 69.0 | 43.68% | -1.48% | +6.32% | -7.32% | -1.32% | 15:47 | -01:29 | 10:22 | 14:05 | 20:41 | 33:41 | 10:19 | 07:38 |
 | Ring of Protection | 48 | 32.21% | 67.2 | 45.83% | +2.27% | -12.50% | +4.17% | 2.60% | 12:50 | -01:29 | 09:21 | 12:09 | 15:46 | 40:35 | 06:25 | 04:45 |
 | Pavise | 43 | 28.86% | 65.5 | 46.51% | +3.11% | -10.15% | -1.06% | 1.63% | 15:28 | 06:40 | 12:18 | 14:26 | 17:53 | 27:21 | 05:35 | 04:08 |
 | Headdress | 3 | 2.01% | 63.8 | 100.00% | +56.85% | 0.00% | 0.00% | 0.00% | 28:58 | 17:54 | 17:54 | 28:27 | 40:34 | 40:34 | 22:40 | 16:47 |
 | Mekansm | 3 | 2.01% | 62.1 | 100.00% | +56.85% | 0.00% | 0.00% | 0.00% | 30:19 | 21:56 | 21:56 | 28:27 | 40:35 | 40:35 | 18:39 | 13:48 |
 | Linken's Sphere | 3 | 2.01% | 60.3 | 100.00% | +56.85% | 0.00% | 0.00% | 0.00% | 50:17 | 37:49 | 37:49 | 42:19 | 1:10:42 | 1:10:42 | 32:53 | 24:21 |
 | Scythe of Vyse | 12 | 8.05% | 58.6 | 58.33% | +15.26% | +8.34% | +8.34% | 0.00% | 46:41 | 34:12 | 40:38 | 45:57 | 50:01 | 59:25 | 09:23 | 06:57 |
 | Null Talisman | 33 | 22.15% | 56.9 | 42.42% | -2.41% | +20.08% | -17.42% | -7.21% | 06:00 | 00:45 | 01:58 | 04:29 | 07:10 | 30:32 | 05:12 | 03:51 |
 | Phylactery | 19 | 12.75% | 55.2 | 47.37% | +3.52% | +12.63% | -27.37% | -8.30% | 18:10 | 12:07 | 15:07 | 17:27 | 19:56 | 34:21 | 04:49 | 03:34 |
 | Ring of Basilius | 11 | 7.38% | 53.4 | 54.55% | +11.07% | +12.12% | -21.22% | -3.17% | 13:32 | 03:51 | 08:33 | 12:42 | 19:04 | 22:00 | 10:31 | 07:47 |
 | Veil of Discord | 11 | 7.38% | 51.7 | 54.55% | +11.07% | +12.12% | -21.22% | -5.35% | 16:47 | 09:23 | 12:51 | 17:53 | 19:05 | 22:11 | 06:14 | 04:37 |
 | Aether Lens | 20 | 13.42% | 50.0 | 45.00% | +0.81% | +15.00% | +15.00% | 0.00% | 27:51 | 15:12 | 20:37 | 23:32 | 32:34 | 46:39 | 11:57 | 08:51 |
 | Diadem | 20 | 13.42% | 48.3 | 45.00% | +0.81% | +15.00% | -25.00% | -15.19% | 16:54 | 06:07 | 11:52 | 13:33 | 14:30 | 1:04:36 | 02:38 | 01:57 |
 | Aghanim's Scepter | 14 | 9.40% | 46.6 | 50.00% | +6.30% | +50.00% | -50.00% | -7.06% | 40:01 | 22:23 | 33:07 | 37:54 | 47:17 | 58:47 | 14:10 | 10:29 |
 | Boots of Bearing | 2 | 1.34% | 44.8 | 100.00% | +56.46% | 0.00% | 0.00% | 0.00% | 26:30 | 25:12 | 25:12 | 27:47 | 27:47 | 27:47 | 02:35 | 01:54 |
 | Black King Bar | 2 | 1.34% | 43.1 | 100.00% | +56.46% | 0.00% | 0.00% | 0.00% | 32:22 | 30:29 | 30:29 | 34:14 | 34:14 | 34:14 | 03:45 | 02:46 |
 | Buckler | 2 | 1.34% | 41.4 | 100.00% | +56.46% | 0.00% | 0.00% | 0.00% | 34:38 | 28:39 | 28:39 | 40:36 | 40:36 | 40:36 | 11:57 | 08:51 |
 | Cornucopia | 2 | 1.34% | 39.7 | 100.00% | +56.46% | 0.00% | 0.00% | 0.00% | 56:23 | 42:03 | 42:03 | 1:10:42 | 1:10:42 | 1:10:42 | 28:39 | 21:13 |
 | Lotus Orb | 5 | 3.36% | 37.9 | 60.00% | +16.25% | +40.00% | -60.00% | 0.00% | 43:08 | 35:16 | 35:16 | 44:02 | 47:05 | 49:50 | 11:49 | 08:45 |
 | Ring of Health | 6 | 4.03% | 36.2 | 50.00% | +5.94% | 0.00% | -50.00% | 0.00% | 38:57 | 31:44 | 32:36 | 32:44 | 45:10 | 49:34 | 12:34 | 09:18 |
 | Quelling Blade | 3 | 2.01% | 34.5 | 66.67% | +22.83% | +33.33% | 0.00% | 0.00% | 13:41 | 11:58 | 11:58 | 14:31 | 14:34 | 14:34 | 02:36 | 01:55 |
 | Guardian Greaves | 1 | 0.67% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.67% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.67% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.67% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.67% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.67% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.67% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Sange | 1 | 0.67% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.67% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Bracer | 2 | 1.34% | 17.2 | 50.00% | +5.78% | -50.00% | 0.00% | 0.00% | 22:02 | 10:33 | 10:33 | 33:30 | 33:30 | 33:30 | 22:57 | 17:00 |
 | Aeon Disk | 2 | 1.34% | 15.5 | 50.00% | +5.78% | +50.00% | 0.00% | 0.00% | 49:33 | 39:27 | 39:27 | 59:39 | 59:39 | 59:39 | 20:12 | 14:57 |
 | Aghanim's Shard | 2 | 1.34% | 13.8 | 50.00% | +5.78% | -50.00% | 0.00% | 0.00% | 30:52 | 26:07 | 26:07 | 35:36 | 35:36 | 35:36 | 09:29 | 07:01 |
 | Rod of Atos | 3 | 2.01% | 12.1 | 33.33% | -11.19% | +66.67% | 0.00% | 0.00% | 22:25 | 17:32 | 17:32 | 23:09 | 26:35 | 26:35 | 09:03 | 06:42 |
 | Nullifier | 1 | 0.67% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Kaya | 2 | 1.34% | 8.6 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 44:09 | 34:03 | 34:03 | 54:14 | 54:14 | 54:14 | 20:11 | 14:57 |
 | Wraith Band | 1 | 0.67% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.67% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Dagon | 1 | 0.67% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.67% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |