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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 | |
 | Force Staff | 49 | 34.27% | 100.0 | 73.47% | +23.47% | +18.20% | +1.53% | -1.70% | 27:53 | 15:40 | 21:44 | 27:00 | 31:33 | 47:25 | 09:49 | 07:16 |
 | Fluffy Hat | 69 | 48.25% | 98.0 | 66.67% | +16.67% | +21.57% | +9.80% | -0.93% | 18:58 | 04:52 | 12:00 | 17:00 | 24:40 | 47:25 | 12:40 | 09:22 |
 | Aghanim's Scepter | 21 | 14.69% | 96.1 | 76.19% | +21.27% | -16.19% | +23.81% | 2.96% | 28:48 | 16:07 | 19:12 | 29:08 | 32:42 | 52:31 | 13:30 | 10:00 |
 | Tranquil Boots | 120 | 83.92% | 94.1 | 59.17% | +7.00% | +0.83% | -2.50% | -0.68% | 08:45 | 02:05 | 05:56 | 08:26 | 10:50 | 21:30 | 04:54 | 03:37 |
 | Chainmail | 69 | 48.25% | 92.2 | 62.32% | +8.27% | +2.39% | +20.03% | 2.20% | 17:20 | 03:50 | 12:10 | 16:02 | 20:11 | 47:18 | 08:01 | 05:56 |
 | Wind Lace | 139 | 97.20% | 90.2 | 58.27% | +8.27% | +4.59% | -3.98% | -1.40% | 04:43 | -01:29 | -01:29 | 04:22 | 07:37 | 34:06 | 09:06 | 06:44 |
 | Boots of Speed | 143 | 100.00% | 88.2 | 58.04% | +58.04% | -2.48% | -10.82% | -1.58% | 02:39 | -01:30 | -01:29 | 01:54 | 06:46 | 13:20 | 08:15 | 06:06 |
 | Crown | 50 | 34.97% | 86.3 | 64.00% | +9.16% | -2.46% | +19.33% | 2.29% | 22:50 | 06:43 | 17:05 | 22:53 | 26:36 | 49:21 | 09:31 | 07:02 |
 | Magic Stick | 141 | 98.60% | 84.3 | 57.45% | -42.55% | +5.41% | +5.41% | 0.00% | 05:31 | -01:29 | 02:24 | 05:31 | 07:35 | 18:10 | 05:11 | 03:50 |
 | Solar Crest | 43 | 30.07% | 82.4 | 65.12% | +10.12% | +7.61% | +25.79% | 3.14% | 26:01 | 16:46 | 22:00 | 24:31 | 27:47 | 49:38 | 05:47 | 04:17 |
 | Blight Stone | 59 | 41.26% | 80.4 | 61.02% | +5.07% | -1.02% | +12.31% | 2.06% | 18:50 | 05:16 | 14:00 | 17:59 | 20:29 | 47:18 | 06:29 | 04:48 |
 | Magic Wand | 110 | 76.92% | 78.4 | 56.36% | -7.28% | +0.78% | -4.51% | -0.90% | 12:21 | 02:31 | 09:10 | 11:42 | 15:01 | 39:31 | 05:51 | 04:20 |
 | Glimmer Cape | 43 | 30.07% | 76.5 | 62.79% | +6.79% | +9.94% | +0.85% | -1.12% | 25:10 | 15:24 | 21:18 | 24:29 | 29:26 | 35:57 | 08:08 | 06:01 |
 | Medallion of Courage | 55 | 38.46% | 74.5 | 60.00% | +3.18% | -10.00% | +25.71% | 4.40% | 20:03 | 10:51 | 14:51 | 18:34 | 22:58 | 47:18 | 08:07 | 06:00 |
 | Ring of Basilius | 23 | 16.08% | 72.5 | 65.22% | +8.55% | -15.22% | +18.11% | 2.35% | 18:00 | 07:10 | 10:17 | 11:57 | 24:29 | 42:43 | 14:12 | 10:31 |
 | Ring of Protection | 27 | 18.88% | 70.6 | 62.96% | +6.06% | -20.10% | +37.04% | 2.37% | 12:07 | -01:29 | -01:29 | -01:29 | 25:33 | 53:21 | 27:02 | 20:01 |
 | Drum of Endurance | 12 | 8.39% | 68.6 | 75.00% | +18.51% | -41.67% | +25.00% | 8.49% | 18:24 | 13:06 | 14:21 | 16:24 | 22:12 | 25:16 | 07:51 | 05:48 |
 | Void Stone | 12 | 8.39% | 66.7 | 75.00% | +18.51% | -8.33% | -8.33% | 0.00% | 31:10 | 13:41 | 19:36 | 23:55 | 40:09 | 53:11 | 20:33 | 15:13 |
 | Quelling Blade | 13 | 9.09% | 64.7 | 69.23% | +12.31% | +30.77% | +30.77% | 0.00% | 02:39 | -01:29 | -01:29 | -01:29 | 06:10 | 20:38 | 07:39 | 05:40 |
 | Black King Bar | 4 | 2.80% | 62.7 | 100.00% | +43.17% | 0.00% | 0.00% | 0.00% | 42:33 | 33:16 | 33:16 | 38:14 | 48:51 | 49:49 | 15:35 | 11:32 |
 | Vladmir's Offering | 6 | 4.20% | 60.8 | 83.33% | +26.40% | +16.67% | -83.33% | 0.00% | 37:33 | 27:51 | 31:18 | 40:31 | 42:07 | 42:43 | 10:49 | 08:00 |
 | Morbid Mask | 6 | 4.20% | 58.8 | 83.33% | +26.40% | +16.67% | -83.33% | 0.00% | 37:26 | 27:51 | 31:18 | 39:51 | 42:07 | 42:43 | 10:49 | 08:00 |
 | Buckler | 10 | 6.99% | 56.9 | 70.00% | +12.86% | -36.67% | +30.00% | 4.48% | 35:28 | 16:12 | 27:51 | 31:18 | 42:43 | 53:21 | 14:52 | 11:00 |
 | Phase Boots | 13 | 9.09% | 54.9 | 61.54% | +3.85% | +5.13% | -28.21% | -5.01% | 09:36 | 04:42 | 06:09 | 08:58 | 12:48 | 16:25 | 06:39 | 04:55 |
 | Ghost Scepter | 21 | 14.69% | 52.9 | 52.38% | -6.64% | +27.62% | +7.62% | -1.71% | 33:14 | 17:13 | 27:21 | 31:53 | 39:02 | 49:23 | 11:41 | 08:39 |
 | Lotus Orb | 3 | 2.10% | 51.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 34:30 | 25:36 | 25:36 | 36:34 | 41:21 | 41:21 | 15:45 | 11:40 |
 | Eul's Scepter of Divinity | 7 | 4.90% | 49.0 | 71.43% | +14.08% | -21.43% | +28.57% | 2.59% | 31:51 | 19:46 | 20:56 | 25:46 | 40:13 | 53:22 | 19:17 | 14:17 |
 | Orb of Corrosion | 5 | 3.50% | 47.1 | 80.00% | +22.75% | +20.00% | -80.00% | 0.00% | 15:32 | 07:34 | 07:34 | 10:44 | 23:28 | 25:58 | 15:54 | 11:46 |
 | Blink Dagger | 5 | 3.50% | 45.1 | 80.00% | +22.75% | -80.00% | +20.00% | 0.00% | 35:37 | 24:55 | 24:55 | 33:09 | 47:03 | 47:16 | 22:08 | 16:23 |
 | Falcon Blade | 4 | 2.80% | 43.1 | 75.00% | +17.45% | +25.00% | -75.00% | 0.00% | 13:08 | 11:05 | 11:05 | 12:14 | 13:42 | 15:32 | 02:37 | 01:56 |
 | Ring of Health | 4 | 2.80% | 41.2 | 75.00% | +17.45% | +25.00% | -75.00% | 0.00% | 36:54 | 23:55 | 23:55 | 35:32 | 36:33 | 51:36 | 12:38 | 09:21 |
 | Orb of Venom | 16 | 11.19% | 39.2 | 43.75% | -16.09% | -43.75% | +6.25% | 50.00% | 00:07 | -01:30 | -01:29 | -01:29 | 00:57 | 06:03 | 02:26 | 01:48 |
 | Soul Ring | 2 | 1.40% | 37.3 | 100.00% | +42.55% | 0.00% | 0.00% | 0.00% | 09:49 | 05:53 | 05:53 | 13:44 | 13:44 | 13:44 | 07:51 | 05:48 |
 | Aghanim's Shard | 6 | 4.20% | 35.3 | 50.00% | -8.39% | 0.00% | -50.00% | 0.00% | 35:30 | 25:56 | 27:35 | 27:46 | 48:13 | 49:07 | 20:38 | 15:17 |
 | Aeon Disk | 3 | 2.10% | 33.3 | 66.67% | +8.81% | +33.33% | 0.00% | 0.00% | 40:10 | 34:07 | 34:07 | 41:45 | 44:37 | 44:37 | 10:30 | 07:46 |
 | Veil of Discord | 4 | 2.80% | 31.4 | 50.00% | -8.27% | -50.00% | +50.00% | 0.00% | 19:06 | 15:52 | 15:52 | 16:16 | 19:45 | 24:29 | 03:53 | 02:52 |
 | Ethereal Blade | 1 | 0.70% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.70% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.70% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Sange | 1 | 0.70% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Headdress | 1 | 0.70% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.70% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.70% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.70% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.70% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.70% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Bracer | 7 | 4.90% | 9.8 | 28.57% | -30.99% | +71.43% | -28.57% | -100.00% | 03:34 | 01:31 | 01:54 | 02:32 | 02:34 | 10:32 | 00:40 | 00:29 |
 | Urn of Shadows | 2 | 1.40% | 7.8 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 12:51 | 10:25 | 10:25 | 15:16 | 15:16 | 15:16 | 04:51 | 03:35 |
 | Echo Sabre | 2 | 1.40% | 5.9 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 30:17 | 29:16 | 29:16 | 31:18 | 31:18 | 31:18 | 02:02 | 01:30 |
 | Linken's Sphere | 1 | 0.70% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.70% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:19 | 10:19 | 10:19 | 10:19 | 10:19 | 10:19 | 00:00 | 00:00 |