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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 | |
 | Soul Ring | 52 | 70.27% | 100.0 | 51.92% | +24.65% | +9.62% | +1.93% | -1.65% | 08:56 | 02:11 | 05:49 | 07:56 | 10:29 | 19:03 | 04:40 | 03:27 |
 | Ring of Protection | 57 | 77.03% | 98.1 | 50.88% | +27.35% | -0.88% | +6.26% | 0.92% | 06:36 | -01:29 | -01:28 | 06:07 | 09:16 | 33:39 | 10:44 | 07:57 |
 | Armlet of Mordiggian | 27 | 36.49% | 96.3 | 55.56% | +17.26% | -12.70% | -12.70% | 0.00% | 10:27 | 07:10 | 08:35 | 09:36 | 10:21 | 23:14 | 01:46 | 01:18 |
 | Black King Bar | 25 | 33.78% | 94.4 | 56.00% | +17.22% | +27.33% | -6.00% | -6.12% | 28:16 | 19:24 | 25:42 | 29:36 | 31:09 | 38:52 | 05:27 | 04:02 |
 | Blink Dagger | 69 | 93.24% | 92.6 | 46.38% | +26.38% | +12.44% | -11.09% | -6.33% | 15:14 | 09:12 | 12:52 | 14:30 | 16:35 | 26:42 | 03:43 | 02:45 |
 | Quelling Blade | 67 | 90.54% | 90.7 | 46.27% | +17.70% | -5.09% | -5.09% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 62 | 83.78% | 88.9 | 46.77% | +13.44% | +15.73% | -20.10% | -8.46% | 23:12 | 20:00 | 20:39 | 21:47 | 24:53 | 36:24 | 04:14 | 03:08 |
 | Magic Wand | 45 | 60.81% | 87.0 | 48.89% | +10.96% | -21.62% | +14.75% | 4.49% | 10:34 | 02:00 | 06:44 | 09:42 | 14:50 | 23:27 | 08:06 | 06:00 |
 | Boots of Speed | 74 | 100.00% | 85.2 | 44.59% | +44.59% | -13.01% | -5.70% | 1.61% | 05:38 | 01:36 | 03:33 | 04:44 | 08:05 | 11:31 | 04:32 | 03:21 |
 | Chainmail | 54 | 72.97% | 83.3 | 46.30% | +6.30% | +3.70% | +15.24% | 2.84% | 07:47 | 02:00 | 04:28 | 06:01 | 08:32 | 25:17 | 04:04 | 03:00 |
 | Magic Stick | 64 | 86.49% | 81.5 | 43.75% | -6.25% | -12.50% | +18.75% | 3.59% | 05:03 | -01:29 | 00:49 | 02:34 | 09:32 | 21:37 | 08:43 | 06:27 |
 | Helm of Iron Will | 30 | 40.54% | 79.6 | 50.00% | +9.09% | 0.00% | -21.43% | -17.86% | 04:09 | 01:56 | 03:08 | 03:38 | 04:20 | 10:10 | 01:12 | 00:53 |
 | Phase Boots | 50 | 67.57% | 77.8 | 44.00% | -1.83% | +2.15% | +14.33% | 3.48% | 09:13 | 04:52 | 06:17 | 07:46 | 09:47 | 25:43 | 03:30 | 02:35 |
 | Blade Mail | 24 | 32.43% | 75.9 | 50.00% | +8.00% | +33.33% | -33.33% | -6.91% | 18:44 | 07:45 | 12:15 | 19:18 | 21:54 | 31:32 | 09:39 | 07:08 |
 | Buckler | 5 | 6.76% | 74.1 | 80.00% | +37.97% | +20.00% | +20.00% | 0.00% | 32:46 | 24:42 | 24:42 | 33:39 | 35:47 | 37:41 | 11:05 | 08:12 |
 | Assault Cuirass | 4 | 5.41% | 72.2 | 75.00% | +32.14% | -75.00% | +25.00% | 31.91% | 35:23 | 33:08 | 33:08 | 33:57 | 36:16 | 38:09 | 03:08 | 02:19 |
 | Orb of Venom | 17 | 22.97% | 70.4 | 41.18% | -4.43% | +8.82% | -16.18% | -18.29% | 01:34 | -01:29 | 01:05 | 01:27 | 02:27 | 05:31 | 01:22 | 01:00 |
 | Sange | 12 | 16.22% | 68.5 | 41.67% | -3.49% | -41.67% | -8.34% | 7.41% | 28:37 | 15:17 | 24:49 | 27:19 | 29:19 | 44:58 | 04:30 | 03:20 |
 | Wind Lace | 12 | 16.22% | 66.7 | 41.67% | -3.49% | +25.00% | -8.34% | -4.81% | 08:51 | -01:29 | 04:23 | 09:12 | 11:19 | 16:56 | 06:56 | 05:08 |
 | Void Stone | 3 | 4.05% | 64.8 | 66.67% | +23.01% | -66.67% | 0.00% | 0.00% | 25:27 | 14:49 | 14:49 | 23:08 | 38:25 | 38:25 | 23:36 | 17:28 |
 | Power Treads | 4 | 5.41% | 63.0 | 50.00% | +5.71% | +50.00% | +50.00% | 0.00% | 11:49 | 06:25 | 06:25 | 10:51 | 13:33 | 16:25 | 07:08 | 05:17 |
 | Arcane Boots | 1 | 1.35% | 61.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.35% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.35% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.35% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Yasha | 1 | 1.35% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.35% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.35% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.35% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.35% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.35% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.35% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:23 | 58:23 | 58:23 | 58:23 | 58:23 | 58:23 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.35% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Crown | 1 | 1.35% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.35% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.35% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Blight Stone | 5 | 6.76% | 33.3 | 40.00% | -4.93% | +60.00% | -40.00% | -8.86% | 07:46 | 02:31 | 02:31 | 04:15 | 13:48 | 14:40 | 11:17 | 08:21 |
 | Ring of Health | 5 | 6.76% | 31.5 | 40.00% | -4.93% | +60.00% | +60.00% | 0.00% | 13:22 | 02:33 | 02:33 | 06:16 | 16:38 | 38:25 | 14:05 | 10:25 |
 | Bracer | 8 | 10.81% | 29.6 | 25.00% | -21.97% | +25.00% | -25.00% | -50.00% | 02:34 | 01:25 | 01:53 | 01:59 | 02:48 | 04:15 | 00:55 | 00:40 |
 | Heaven's Halberd | 8 | 10.81% | 27.8 | 25.00% | -21.97% | -25.00% | -25.00% | 0.00% | 32:17 | 22:21 | 26:43 | 28:33 | 37:01 | 44:58 | 10:18 | 07:37 |
 | Crystalys | 2 | 2.70% | 25.9 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 34:15 | 33:52 | 33:52 | 34:37 | 34:37 | 34:37 | 00:45 | 00:33 |
 | Shadow Blade | 2 | 2.70% | 24.1 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 28:52 | 25:10 | 25:10 | 32:34 | 32:34 | 32:34 | 07:24 | 05:28 |
 | Hood of Defiance | 4 | 5.41% | 22.2 | 25.00% | -20.71% | -25.00% | -25.00% | 0.00% | 10:42 | 07:34 | 07:34 | 08:19 | 09:52 | 17:01 | 02:18 | 01:42 |
 | Orb of Corrosion | 4 | 5.41% | 20.4 | 25.00% | -20.71% | +75.00% | -25.00% | -47.62% | 07:03 | 03:03 | 03:03 | 04:44 | 05:09 | 15:14 | 02:06 | 01:33 |
 | Fluffy Hat | 5 | 6.76% | 18.5 | 20.00% | -26.38% | +80.00% | -20.00% | -8.44% | 13:51 | 02:50 | 02:50 | 05:09 | 14:41 | 42:29 | 11:51 | 08:46 |
 | Force Staff | 1 | 1.35% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.35% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.35% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Bottle | 1 | 1.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.35% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.35% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.70% | 5.6 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 44:42 | 42:21 | 42:21 | 47:02 | 47:02 | 47:02 | 04:41 | 03:28 |
 | Headdress | 1 | 1.35% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.35% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |