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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 | |
 | Void Stone | 21 | 16.54% | 100.0 | 66.67% | +28.93% | -26.67% | -6.67% | 1.58% | 34:46 | 17:04 | 25:13 | 32:18 | 37:52 | 1:05:24 | 12:39 | 09:22 |
 | Guardian Greaves | 51 | 40.16% | 98.4 | 54.90% | +20.69% | +14.33% | -8.75% | -1.90% | 21:47 | 11:57 | 14:59 | 18:53 | 27:06 | 39:15 | 12:07 | 08:58 |
 | Ring of Protection | 60 | 47.24% | 96.8 | 51.67% | +17.34% | +8.33% | +1.66% | -0.55% | 19:47 | 07:42 | 12:10 | 15:51 | 24:20 | 52:09 | 12:10 | 09:00 |
 | Ring of Health | 23 | 18.11% | 95.2 | 60.87% | +22.41% | -27.54% | +22.46% | 3.77% | 24:29 | 12:15 | 16:24 | 21:08 | 29:40 | 49:47 | 13:16 | 09:49 |
 | Buckler | 58 | 45.67% | 93.5 | 51.72% | +16.94% | +8.28% | -8.86% | -1.30% | 20:22 | 09:19 | 12:37 | 16:55 | 25:47 | 52:09 | 13:10 | 09:45 |
 | Chainmail | 71 | 55.91% | 91.9 | 49.30% | +15.37% | +6.26% | -10.41% | -2.71% | 13:16 | 06:24 | 09:03 | 11:07 | 15:12 | 36:56 | 06:09 | 04:33 |
 | Mekansm | 61 | 48.03% | 90.3 | 49.18% | +12.82% | +17.49% | -9.18% | -3.73% | 14:46 | 08:17 | 11:01 | 13:17 | 18:10 | 30:02 | 07:09 | 05:17 |
 | Magic Wand | 109 | 85.83% | 88.7 | 44.95% | +17.17% | -0.51% | -0.51% | 0.00% | 07:49 | -01:29 | 03:56 | 08:19 | 10:50 | 20:54 | 06:54 | 05:06 |
 | Headdress | 67 | 52.76% | 87.1 | 47.76% | +11.09% | +5.18% | -12.47% | -2.23% | 12:10 | 01:36 | 07:19 | 10:19 | 15:14 | 45:59 | 07:55 | 05:51 |
 | Aghanim's Scepter | 32 | 25.20% | 85.5 | 53.13% | +14.18% | +9.37% | +9.37% | 0.00% | 30:37 | 13:11 | 21:18 | 28:12 | 39:45 | 54:26 | 18:27 | 13:40 |
 | Crown | 12 | 9.45% | 83.9 | 66.67% | +26.67% | 0.00% | 0.00% | 0.00% | 22:11 | 09:50 | 12:40 | 16:05 | 30:24 | 36:56 | 17:44 | 13:08 |
 | Quelling Blade | 12 | 9.45% | 82.3 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 03:35 | -01:29 | -01:29 | -01:29 | 04:48 | 23:41 | 06:17 | 04:39 |
 | Boots of Speed | 127 | 100.00% | 80.6 | 42.52% | +42.52% | +13.73% | -17.52% | -8.64% | 04:54 | -01:29 | 03:16 | 04:52 | 06:53 | 12:27 | 03:37 | 02:40 |
 | Aether Lens | 10 | 7.87% | 79.0 | 70.00% | +29.83% | -3.33% | -20.00% | -2.13% | 37:20 | 25:13 | 31:32 | 34:10 | 39:22 | 1:05:20 | 07:50 | 05:48 |
 | Solar Crest | 10 | 7.87% | 77.4 | 70.00% | +29.83% | -3.33% | +30.00% | 2.04% | 25:39 | 15:26 | 16:20 | 27:17 | 32:42 | 37:02 | 16:22 | 12:07 |
 | Arcane Boots | 88 | 69.29% | 75.8 | 44.32% | +5.86% | +10.23% | -3.41% | -2.11% | 11:00 | 04:05 | 06:27 | 10:01 | 12:55 | 33:19 | 06:28 | 04:47 |
 | Magic Stick | 112 | 88.19% | 74.2 | 42.86% | +2.86% | -3.57% | +21.43% | 8.15% | 02:33 | -01:30 | -01:29 | 02:00 | 04:33 | 15:27 | 06:02 | 04:28 |
 | Aghanim's Shard | 79 | 62.20% | 72.6 | 44.30% | +4.72% | +15.70% | -4.30% | -2.20% | 22:15 | 15:02 | 17:18 | 20:56 | 26:24 | 40:49 | 09:06 | 06:44 |
 | Wind Lace | 51 | 40.16% | 71.0 | 47.06% | +7.59% | +6.79% | +6.79% | 0.00% | 11:21 | -01:29 | 06:15 | 10:31 | 17:15 | 32:37 | 11:00 | 08:08 |
 | Fluffy Hat | 77 | 60.63% | 69.4 | 44.16% | +4.16% | +13.73% | -12.58% | -2.74% | 20:48 | 08:17 | 16:27 | 19:48 | 26:03 | 38:50 | 09:36 | 07:06 |
 | Force Staff | 68 | 53.54% | 67.7 | 44.12% | +3.44% | +8.82% | -8.83% | -1.99% | 26:05 | 15:00 | 21:23 | 24:29 | 30:16 | 42:57 | 08:53 | 06:34 |
 | Medallion of Courage | 11 | 8.66% | 66.1 | 63.64% | +23.12% | +3.03% | +36.36% | 2.37% | 20:10 | 09:56 | 11:53 | 15:13 | 25:58 | 37:02 | 14:05 | 10:25 |
 | Blink Dagger | 26 | 20.47% | 64.5 | 50.00% | +9.41% | +21.43% | 0.00% | -2.08% | 31:09 | 12:23 | 23:13 | 27:06 | 33:30 | 1:08:16 | 10:17 | 07:37 |
 | Ring of Basilius | 10 | 7.87% | 62.9 | 60.00% | +18.97% | +6.67% | -10.00% | -0.90% | 29:49 | 07:02 | 21:39 | 29:18 | 40:15 | 52:09 | 18:36 | 13:46 |
 | Pipe of Insight | 16 | 12.60% | 61.3 | 50.00% | +8.56% | 0.00% | 0.00% | 0.00% | 24:44 | 16:24 | 18:56 | 22:42 | 26:48 | 46:20 | 07:52 | 05:49 |
 | Blight Stone | 19 | 14.96% | 59.7 | 47.37% | +5.70% | -7.37% | +12.63% | 2.02% | 09:55 | -01:29 | -01:29 | 01:38 | 11:22 | 57:24 | 12:51 | 09:31 |
 | Morbid Mask | 8 | 6.30% | 58.1 | 62.50% | +21.32% | +37.50% | -12.50% | 0.00% | 35:32 | 23:28 | 24:56 | 32:12 | 41:16 | 52:09 | 16:20 | 12:05 |
 | Lotus Orb | 4 | 3.15% | 56.5 | 75.00% | +33.54% | +25.00% | -75.00% | 0.00% | 34:06 | 23:54 | 23:54 | 35:03 | 35:45 | 41:43 | 11:51 | 08:46 |
 | Hood of Defiance | 13 | 10.24% | 54.8 | 46.15% | +4.04% | -46.15% | +20.52% | 7.02% | 21:54 | 14:03 | 16:24 | 19:15 | 25:54 | 46:20 | 09:30 | 07:02 |
 | Boots of Bearing | 2 | 1.57% | 53.2 | 100.00% | +58.40% | 0.00% | 0.00% | 0.00% | 30:08 | 28:15 | 28:15 | 32:00 | 32:00 | 32:00 | 03:45 | 02:46 |
 | Crystalys | 11 | 8.66% | 51.6 | 45.45% | +3.21% | -12.12% | -45.45% | -8.58% | 37:30 | 29:29 | 34:08 | 37:14 | 38:01 | 51:37 | 03:53 | 02:52 |
 | Vladmir's Offering | 8 | 6.30% | 50.0 | 50.00% | +7.98% | +50.00% | 0.00% | 0.00% | 36:14 | 25:18 | 26:55 | 32:12 | 41:45 | 52:09 | 14:50 | 10:59 |
 | Tranquil Boots | 16 | 12.60% | 48.4 | 37.50% | -5.74% | -37.50% | +37.50% | 12.10% | 15:09 | 08:57 | 10:38 | 12:44 | 16:50 | 40:24 | 06:12 | 04:35 |
 | Glimmer Cape | 13 | 10.24% | 46.8 | 38.46% | -4.52% | -5.13% | +28.21% | 2.41% | 26:21 | 10:51 | 19:52 | 27:16 | 33:41 | 40:01 | 13:49 | 10:14 |
 | Black King Bar | 9 | 7.09% | 45.2 | 44.44% | +2.07% | +5.56% | -44.44% | 0.00% | 39:34 | 28:38 | 31:14 | 32:04 | 33:28 | 1:22:19 | 02:14 | 01:39 |
 | Wraith Pact | 6 | 4.72% | 43.5 | 50.00% | +7.85% | 0.00% | -50.00% | 0.00% | 42:44 | 29:45 | 36:33 | 43:06 | 44:20 | 58:37 | 07:47 | 05:45 |
 | Hurricane Pike | 3 | 2.36% | 41.9 | 66.67% | +24.73% | +33.33% | 0.00% | 0.00% | 51:09 | 46:25 | 46:25 | 51:13 | 55:49 | 55:49 | 09:24 | 06:57 |
 | Eul's Scepter of Divinity | 3 | 2.36% | 40.3 | 66.67% | +24.73% | +33.33% | 0.00% | 0.00% | 21:28 | 17:17 | 17:17 | 20:07 | 27:00 | 27:00 | 09:43 | 07:11 |
 | Dragon Lance | 3 | 2.36% | 38.7 | 66.67% | +24.73% | +33.33% | 0.00% | 0.00% | 50:39 | 45:54 | 45:54 | 51:10 | 54:53 | 54:53 | 08:59 | 06:39 |
 | Bracer | 21 | 16.54% | 37.1 | 28.57% | -16.71% | -8.57% | -8.57% | 0.00% | 03:52 | -01:29 | 01:45 | 02:21 | 02:57 | 13:42 | 01:12 | 00:53 |
 | Daedalus | 8 | 6.30% | 35.5 | 37.50% | -5.36% | +62.50% | -37.50% | 0.00% | 43:00 | 38:25 | 38:32 | 43:56 | 44:58 | 48:27 | 06:26 | 04:45 |
 | Wraith Band | 4 | 3.15% | 33.9 | 50.00% | +7.72% | +50.00% | -50.00% | 0.00% | 22:20 | 01:48 | 01:48 | 23:29 | 31:08 | 32:54 | 29:20 | 21:43 |
 | Boots of Travel | 4 | 3.15% | 32.3 | 50.00% | +7.72% | +50.00% | -50.00% | 0.00% | 39:23 | 27:09 | 27:09 | 37:40 | 40:35 | 52:06 | 13:26 | 09:57 |
 | Octarine Core | 4 | 3.15% | 30.6 | 50.00% | +7.72% | +50.00% | -50.00% | 0.00% | 37:59 | 33:50 | 33:50 | 38:17 | 38:47 | 41:01 | 04:57 | 03:40 |
 | Ghost Scepter | 9 | 7.09% | 29.0 | 33.33% | -9.89% | -33.33% | +16.67% | 0.00% | 29:29 | 25:03 | 26:58 | 28:10 | 31:25 | 36:01 | 04:27 | 03:17 |
 | Refresher Orb | 1 | 0.79% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.79% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.79% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.79% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.79% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.79% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.79% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 4.72% | 16.1 | 33.33% | -9.65% | -33.33% | -33.33% | 0.00% | 29:42 | 23:47 | 24:05 | 25:51 | 35:07 | 43:17 | 11:02 | 08:10 |
 | Bottle | 6 | 4.72% | 14.5 | 33.33% | -9.65% | -33.33% | -33.33% | 0.00% | 05:55 | 01:14 | 01:20 | 01:27 | 01:40 | 28:08 | 00:20 | 00:14 |
 | Veil of Discord | 2 | 1.57% | 12.9 | 50.00% | +7.60% | +50.00% | 0.00% | 0.00% | 15:45 | 12:10 | 12:10 | 19:20 | 19:20 | 19:20 | 07:10 | 05:18 |
 | Scythe of Vyse | 2 | 1.57% | 11.3 | 50.00% | +7.60% | -50.00% | 0.00% | 0.00% | 56:42 | 48:00 | 48:00 | 1:05:24 | 1:05:24 | 1:05:24 | 17:24 | 12:53 |
 | Heaven's Halberd | 3 | 2.36% | 9.7 | 33.33% | -9.41% | -33.33% | 0.00% | 0.00% | 34:32 | 25:51 | 25:51 | 36:46 | 40:59 | 40:59 | 15:08 | 11:12 |
 | Sange | 4 | 3.15% | 8.1 | 25.00% | -18.09% | -25.00% | +75.00% | 0.00% | 31:46 | 23:57 | 23:57 | 30:38 | 31:31 | 40:59 | 07:34 | 05:36 |
 | Aeon Disk | 3 | 2.36% | 6.5 | 0.00% | -43.55% | 0.00% | 0.00% | 0.00% | 1:01:26 | 35:01 | 35:01 | 1:11:58 | 1:17:19 | 1:17:19 | 42:18 | 31:20 |
 | Aghanim's Blessing | 1 | 0.79% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 00:00 | 00:00 |
 | Desolator | 1 | 0.79% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 00:00 | 00:00 |
 | Pavise | 1 | 0.79% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |