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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 | |
 | Assault Cuirass | 32 | 23.02% | 100.0 | 65.63% | +21.70% | +21.87% | -3.13% | -2.99% | 35:05 | 24:17 | 30:26 | 35:33 | 38:48 | 45:42 | 08:22 | 06:11 |
 | Blink Dagger | 95 | 68.35% | 98.7 | 54.74% | +18.38% | +7.76% | +11.93% | 0.90% | 14:06 | 06:17 | 09:50 | 11:28 | 14:27 | 38:41 | 04:37 | 03:25 |
 | Black King Bar | 30 | 21.58% | 97.4 | 63.33% | +18.38% | -13.33% | +22.38% | 2.68% | 32:19 | 18:25 | 25:04 | 31:42 | 38:23 | 46:02 | 13:19 | 09:51 |
 | Refresher Orb | 10 | 7.19% | 96.2 | 80.00% | +33.49% | -13.33% | +20.00% | 2.70% | 46:08 | 34:26 | 40:09 | 44:43 | 52:30 | 55:50 | 12:21 | 09:08 |
 | Aghanim's Scepter | 54 | 38.85% | 94.9 | 57.41% | +13.88% | +14.02% | -26.64% | -5.42% | 25:58 | 16:01 | 21:25 | 24:56 | 28:55 | 42:01 | 07:30 | 05:33 |
 | Magic Stick | 111 | 79.86% | 93.6 | 51.35% | +12.06% | -12.06% | +9.36% | 4.03% | 03:46 | -11:17 | -01:29 | 02:47 | 06:48 | 17:44 | 08:17 | 06:08 |
 | Morbid Mask | 50 | 35.97% | 92.3 | 56.00% | +11.06% | +5.54% | +2.33% | -0.23% | 20:28 | 08:13 | 11:17 | 17:57 | 25:14 | 1:27:39 | 13:57 | 10:20 |
 | Boots of Speed | 139 | 100.00% | 91.0 | 48.92% | +48.92% | +5.37% | -11.78% | -8.10% | 03:44 | -11:05 | 02:22 | 03:09 | 04:29 | 18:49 | 02:07 | 01:34 |
 | Headdress | 20 | 14.39% | 89.7 | 65.00% | +18.78% | -5.00% | +15.00% | 2.73% | 22:24 | 08:38 | 17:44 | 19:03 | 25:04 | 46:42 | 07:20 | 05:25 |
 | Boots of Travel | 9 | 6.47% | 88.5 | 77.78% | +30.86% | -27.78% | +22.22% | 2.91% | 37:27 | 23:56 | 28:02 | 31:52 | 45:14 | 59:36 | 17:12 | 12:44 |
 | Ring of Basilius | 55 | 39.57% | 87.2 | 52.73% | +6.30% | +4.41% | -2.73% | -0.47% | 15:39 | 02:03 | 05:46 | 11:03 | 20:49 | 1:27:39 | 15:03 | 11:08 |
 | Buckler | 49 | 35.25% | 85.9 | 53.06% | +6.39% | +5.27% | -3.06% | -0.47% | 21:49 | 06:40 | 10:12 | 22:03 | 28:06 | 1:27:38 | 17:54 | 13:15 |
 | Arcane Boots | 36 | 25.90% | 84.6 | 55.56% | +8.96% | 0.00% | 0.00% | 0.00% | 15:36 | 03:56 | 05:29 | 09:33 | 23:54 | 51:34 | 18:25 | 13:38 |
 | Phase Boots | 15 | 10.79% | 83.3 | 66.67% | +19.90% | +33.33% | -41.67% | -45.92% | 08:16 | 04:16 | 05:56 | 06:47 | 07:34 | 20:14 | 01:38 | 01:12 |
 | Magic Wand | 101 | 72.66% | 82.1 | 47.52% | -5.11% | -3.52% | -3.52% | 0.00% | 09:00 | 01:35 | 04:14 | 08:19 | 12:16 | 38:11 | 08:02 | 05:57 |
 | Ring of Protection | 80 | 57.55% | 80.8 | 48.75% | -0.40% | -3.75% | -8.75% | -0.30% | 13:22 | -10:17 | 03:59 | 10:10 | 20:50 | 46:42 | 16:51 | 12:28 |
 | Vladmir's Offering | 64 | 46.04% | 79.5 | 50.00% | +2.00% | +6.25% | -12.50% | -1.45% | 22:52 | 09:06 | 13:51 | 21:06 | 26:48 | 1:27:39 | 12:57 | 09:35 |
 | Urn of Shadows | 26 | 18.71% | 78.2 | 57.69% | +10.79% | -0.55% | +8.98% | 3.89% | 05:55 | 02:40 | 04:16 | 05:44 | 06:43 | 10:59 | 02:27 | 01:48 |
 | Stout Shield | 44 | 31.65% | 76.9 | 52.27% | +4.90% | -6.82% | -6.82% | 0.00% | -10:55 | -13:48 | -12:17 | -11:15 | -10:19 | 00:14 | 01:58 | 01:27 |
 | Power Treads | 29 | 20.86% | 75.6 | 55.17% | +7.90% | +16.26% | +16.26% | 0.00% | 17:44 | 06:34 | 12:38 | 16:11 | 20:32 | 36:57 | 07:54 | 05:51 |
 | Quelling Blade | 55 | 39.57% | 74.4 | 49.09% | +0.28% | +8.05% | -6.23% | -14.28% | -00:11 | -13:48 | -01:29 | -01:29 | 00:35 | 15:36 | 02:04 | 01:31 |
 | Radiance | 23 | 16.55% | 73.1 | 56.52% | +9.11% | +26.81% | -6.52% | -5.67% | 22:41 | 14:23 | 17:53 | 21:38 | 23:46 | 47:21 | 05:53 | 04:21 |
 | Shiva's Guard | 12 | 8.63% | 71.8 | 66.67% | +19.43% | -33.34% | 0.00% | 7.20% | 39:52 | 28:34 | 34:29 | 36:30 | 39:07 | 1:10:40 | 04:38 | 03:25 |
 | Hand of Midas | 42 | 30.22% | 70.5 | 50.00% | +1.55% | +13.64% | -10.00% | -2.83% | 16:13 | 04:23 | 11:13 | 15:38 | 19:35 | 31:39 | 08:22 | 06:11 |
 | Octarine Core | 8 | 5.76% | 69.2 | 75.00% | +27.67% | -25.00% | +25.00% | 5.69% | 36:46 | 27:34 | 27:34 | 35:11 | 36:21 | 60:32 | 08:47 | 06:30 |
 | Wraith Pact | 26 | 18.71% | 67.9 | 53.85% | +6.06% | +17.58% | +12.82% | -0.57% | 22:32 | 12:43 | 15:59 | 17:44 | 24:18 | 1:27:51 | 08:19 | 06:09 |
 | Aghanim's Shard | 25 | 17.99% | 66.7 | 52.00% | +3.75% | +48.00% | +14.67% | -2.70% | 27:59 | 18:21 | 20:00 | 25:10 | 32:20 | 1:04:05 | 12:20 | 09:08 |
 | Yasha | 5 | 3.60% | 65.4 | 80.00% | +32.24% | -80.00% | +20.00% | 0.00% | 26:52 | 18:36 | 18:36 | 27:20 | 27:59 | 37:45 | 09:23 | 06:57 |
 | Manta Style | 5 | 3.60% | 64.1 | 80.00% | +32.24% | -80.00% | +20.00% | 0.00% | 29:31 | 22:01 | 22:01 | 28:21 | 31:28 | 40:02 | 09:27 | 07:00 |
 | Chainmail | 15 | 10.79% | 62.8 | 53.33% | +4.94% | +21.67% | +46.67% | 0.94% | 21:58 | 04:55 | 06:44 | 20:11 | 33:28 | 42:28 | 26:44 | 19:48 |
 | Void Stone | 13 | 9.35% | 61.5 | 53.85% | +5.44% | -20.52% | -20.52% | 0.00% | 35:45 | 23:22 | 25:40 | 35:20 | 36:21 | 52:48 | 10:41 | 07:54 |
 | Bracer | 26 | 18.71% | 60.3 | 42.31% | -8.13% | +14.83% | +7.69% | -1.45% | 05:06 | 01:09 | 01:47 | 02:14 | 06:43 | 20:09 | 04:56 | 03:39 |
 | Soul Ring | 6 | 4.32% | 59.0 | 66.67% | +18.55% | +33.33% | -66.67% | 0.00% | 12:35 | 07:23 | 10:16 | 11:59 | 15:16 | 16:08 | 05:00 | 03:42 |
 | Wind Lace | 28 | 20.14% | 57.7 | 39.29% | -12.06% | +3.57% | -10.72% | -3.74% | 08:54 | -01:29 | 04:11 | 05:52 | 08:00 | 38:41 | 03:49 | 02:49 |
 | Ring of Health | 10 | 7.19% | 56.4 | 50.00% | +1.16% | -50.00% | 0.00% | 1.65% | 21:00 | 03:46 | 05:31 | 16:35 | 35:53 | 46:34 | 30:22 | 22:29 |
 | Spirit Vessel | 10 | 7.19% | 55.1 | 50.00% | +1.16% | -16.67% | 0.00% | 14.71% | 13:45 | 10:17 | 11:44 | 11:51 | 12:52 | 25:36 | 01:08 | 00:50 |
 | Aeon Disk | 10 | 7.19% | 53.8 | 50.00% | +1.16% | +50.00% | +50.00% | 0.00% | 41:00 | 27:40 | 34:00 | 40:07 | 45:56 | 1:01:55 | 11:56 | 08:50 |
 | Tranquil Boots | 22 | 15.83% | 52.6 | 36.36% | -14.92% | +46.97% | -36.36% | -37.59% | 09:06 | 04:02 | 05:55 | 07:06 | 08:08 | 38:56 | 02:13 | 01:38 |
 | Poor Man's Shield | 5 | 3.60% | 51.3 | 60.00% | +11.49% | +40.00% | +40.00% | 0.00% | -00:39 | -01:29 | -01:29 | -01:29 | -01:24 | 02:35 | 00:05 | 00:03 |
 | Cornucopia | 3 | 2.16% | 50.0 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 46:16 | 41:04 | 41:04 | 42:58 | 54:47 | 54:47 | 13:43 | 10:09 |
 | Pipe of Insight | 3 | 2.16% | 48.7 | 66.67% | +18.14% | -66.67% | 0.00% | 0.00% | 26:06 | 17:52 | 17:52 | 24:12 | 36:13 | 36:13 | 18:21 | 13:35 |
 | Hood of Defiance | 3 | 2.16% | 47.4 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 22:36 | 12:38 | 12:38 | 18:57 | 36:13 | 36:13 | 23:35 | 17:28 |
 | Crown | 7 | 5.04% | 46.2 | 42.86% | -6.38% | -42.86% | +7.14% | 30.00% | 07:22 | 02:57 | 06:27 | 07:03 | 08:07 | 10:53 | 01:40 | 01:14 |
 | Vanguard | 4 | 2.88% | 44.9 | 50.00% | +1.11% | -50.00% | +50.00% | 0.00% | 20:11 | 08:06 | 08:06 | 12:15 | 24:28 | 35:53 | 16:22 | 12:07 |
 | Fluffy Hat | 9 | 6.47% | 43.6 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 13:41 | 08:37 | 09:50 | 10:54 | 12:10 | 29:28 | 02:20 | 01:43 |
 | Boots of Travel 2 | 1 | 0.72% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.72% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.72% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.72% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Sange | 1 | 0.72% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.72% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.72% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.72% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.72% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.72% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.72% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Bottle | 11 | 7.91% | 28.2 | 27.27% | -23.51% | -27.27% | +6.06% | 14.08% | 04:29 | 01:01 | 02:41 | 04:34 | 05:03 | 10:25 | 02:22 | 01:45 |
 | Scythe of Vyse | 7 | 5.04% | 26.9 | 28.57% | -21.43% | -28.57% | +71.43% | 7.96% | 49:36 | 38:02 | 40:14 | 42:15 | 52:48 | 1:18:47 | 12:34 | 09:18 |
 | Linken's Sphere | 2 | 1.44% | 25.6 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 39:06 | 34:39 | 34:39 | 43:33 | 43:33 | 43:33 | 08:54 | 06:35 |
 | Glimmer Cape | 1 | 0.72% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.72% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 1.44% | 21.8 | 0.00% | -49.64% | 0.00% | 0.00% | 0.00% | 20:11 | 18:03 | 18:03 | 22:18 | 22:18 | 22:18 | 04:15 | 03:08 |
 | Tumbler's Toy | 1 | 0.72% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Pig Pole | 1 | 0.72% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Blast Rig | 1 | 0.72% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Ascetic's Cap | 1 | 0.72% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Bullwhip | 1 | 0.72% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.72% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.44% | 12.8 | 0.00% | -49.64% | 0.00% | 0.00% | 0.00% | 34:07 | 27:02 | 27:02 | 41:11 | 41:11 | 41:11 | 14:09 | 10:28 |
 | Crimson Guard | 1 | 0.72% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Stormcrafter | 1 | 0.72% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Essence Ring | 1 | 0.72% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Broom Handle | 1 | 0.72% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Vambrace | 1 | 0.72% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Quickening Charm | 1 | 0.72% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Iron Talon | 1 | 0.72% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Blight Stone | 2 | 1.44% | 2.6 | 0.00% | -49.64% | 0.00% | 0.00% | 0.00% | 20:11 | 18:03 | 18:03 | 22:18 | 22:18 | 22:18 | 04:15 | 03:08 |
 | Force Staff | 1 | 0.72% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |