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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 | |
Vanguard | 10 | 18.52% | 100.0 | 90.00% | +33.18% | -23.33% | +10.00% | 1.41% | 18:12 | 05:40 | 06:17 | 09:24 | 29:51 | 42:22 | 23:34 | 17:27 | |
Bracer | 40 | 74.07% | 98.2 | 70.00% | +27.14% | -10.00% | 0.00% | 10.00% | 02:19 | -01:29 | 01:44 | 02:15 | 02:38 | 06:39 | 00:54 | 00:40 | |
Helm of Iron Will | 9 | 16.67% | 96.4 | 88.89% | +31.11% | +11.11% | -38.89% | -8.31% | 25:39 | 17:01 | 21:00 | 26:42 | 27:01 | 34:08 | 06:01 | 04:27 | |
Rod of Atos | 46 | 85.19% | 94.6 | 67.39% | +29.89% | +7.61% | -3.75% | -3.70% | 14:48 | 11:46 | 13:00 | 14:06 | 16:04 | 24:47 | 03:04 | 02:16 | |
Crown | 47 | 87.04% | 92.9 | 65.96% | +23.10% | +9.04% | +0.71% | -2.82% | 10:47 | 01:57 | 08:44 | 09:33 | 11:41 | 31:58 | 02:57 | 02:11 | |
Crimson Guard | 5 | 9.26% | 91.1 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 23:42 | 17:36 | 17:36 | 23:12 | 27:13 | 27:58 | 09:37 | 07:07 | |
Shiva's Guard | 5 | 9.26% | 89.3 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 33:25 | 29:56 | 29:56 | 31:53 | 32:43 | 41:58 | 02:47 | 02:03 | |
Power Treads | 34 | 62.96% | 87.5 | 67.65% | +12.65% | -23.21% | +7.35% | 14.79% | 09:11 | 05:08 | 06:42 | 07:40 | 08:46 | 30:20 | 02:04 | 01:31 | |
Boots of Speed | 54 | 100.00% | 85.7 | 62.96% | +62.96% | -5.82% | +13.96% | 7.76% | 05:19 | -01:29 | 04:00 | 05:12 | 06:33 | 11:25 | 02:33 | 01:53 | |
Black King Bar | 35 | 64.81% | 83.9 | 65.71% | +7.82% | +0.96% | -10.15% | -1.59% | 24:13 | 16:29 | 19:54 | 22:15 | 26:52 | 41:55 | 06:58 | 05:09 | |
Quelling Blade | 46 | 85.19% | 82.1 | 63.04% | +0.54% | +20.29% | -17.59% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 | |
Soul Ring | 45 | 83.33% | 80.4 | 62.22% | -4.45% | +1.42% | +28.69% | 6.87% | 07:45 | 02:53 | 05:01 | 07:48 | 08:59 | 17:05 | 03:58 | 02:56 | |
Magic Wand | 38 | 70.37% | 78.6 | 63.16% | +0.66% | +6.84% | -7.60% | -3.51% | 08:51 | 02:23 | 05:59 | 08:28 | 10:06 | 26:52 | 04:07 | 03:02 | |
Magic Stick | 44 | 81.48% | 76.8 | 61.36% | -8.64% | +20.46% | -15.91% | -5.04% | 05:50 | -01:29 | 01:52 | 06:20 | 09:05 | 16:38 | 07:13 | 05:20 | |
Ring of Protection | 48 | 88.89% | 75.0 | 60.42% | -22.91% | +6.25% | +22.91% | 2.80% | 07:19 | -01:29 | 02:50 | 06:24 | 08:47 | 45:07 | 05:57 | 04:24 | |
Void Stone | 19 | 35.19% | 73.2 | 68.42% | +8.42% | -8.42% | +11.58% | 1.19% | 26:33 | 09:35 | 18:20 | 26:29 | 35:06 | 52:50 | 16:46 | 12:25 | |
Ring of Health | 27 | 50.00% | 71.4 | 62.96% | 0.00% | -20.10% | +8.47% | 1.47% | 15:27 | 02:18 | 03:47 | 10:13 | 23:13 | 42:21 | 19:26 | 14:23 | |
Skull Basher | 9 | 16.67% | 69.6 | 77.78% | +17.78% | -27.78% | +22.22% | 7.39% | 32:06 | 23:19 | 27:26 | 30:26 | 34:12 | 45:46 | 06:46 | 05:00 | |
Phase Boots | 9 | 16.67% | 67.9 | 77.78% | +17.78% | -27.78% | +22.22% | 17.75% | 08:25 | 05:40 | 06:12 | 07:45 | 09:01 | 14:21 | 02:49 | 02:05 | |
Chainmail | 11 | 20.37% | 66.1 | 72.73% | +12.26% | -6.06% | -6.06% | 0.00% | 10:14 | 03:14 | 05:41 | 06:57 | 08:42 | 31:58 | 03:01 | 02:14 | |
Blink Dagger | 8 | 14.81% | 64.3 | 75.00% | +14.13% | -25.00% | +25.00% | 3.99% | 32:53 | 21:58 | 25:19 | 27:16 | 37:50 | 50:41 | 12:31 | 09:16 | |
Lotus Orb | 14 | 25.93% | 62.5 | 64.29% | +1.79% | -14.29% | +35.71% | 4.20% | 29:56 | 18:22 | 24:00 | 29:29 | 35:54 | 37:57 | 11:54 | 08:48 | |
Aghanim's Shard | 14 | 25.93% | 60.7 | 64.29% | +1.79% | +10.71% | -30.96% | -6.70% | 26:49 | 18:39 | 23:29 | 25:43 | 29:42 | 38:28 | 06:13 | 04:36 | |
Heart of Tarrasque | 3 | 5.56% | 58.9 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 38:13 | 25:43 | 25:43 | 39:14 | 49:42 | 49:42 | 23:59 | 17:45 | |
Nullifier | 3 | 5.56% | 57.1 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 30:20 | 24:50 | 24:50 | 30:30 | 35:40 | 35:40 | 10:50 | 08:01 | |
Abyssal Blade | 3 | 5.56% | 55.4 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 42:06 | 37:24 | 37:24 | 42:36 | 46:17 | 46:17 | 08:53 | 06:34 | |
Buckler | 10 | 18.52% | 53.6 | 60.00% | -3.64% | +6.67% | +40.00% | 1.91% | 35:15 | 19:24 | 27:42 | 30:49 | 45:07 | 49:26 | 17:25 | 12:54 | |
Morbid Mask | 8 | 14.81% | 51.8 | 62.50% | -0.54% | -12.50% | -12.50% | 0.00% | 34:47 | 28:25 | 30:13 | 31:56 | 35:56 | 43:14 | 05:43 | 04:14 | |
Assault Cuirass | 6 | 11.11% | 50.0 | 66.67% | +4.17% | -16.67% | +33.33% | 0.00% | 34:45 | 25:19 | 28:09 | 28:17 | 45:20 | 49:32 | 17:11 | 12:43 | |
Wind Lace | 12 | 22.22% | 48.2 | 50.00% | -16.67% | -16.67% | -16.67% | 0.00% | 11:01 | -01:29 | 04:01 | 08:25 | 12:36 | 36:30 | 08:35 | 06:21 | |
Satanic | 4 | 7.41% | 46.4 | 75.00% | +13.00% | -75.00% | +25.00% | 0.00% | 34:00 | 28:35 | 28:35 | 32:22 | 32:48 | 42:14 | 04:13 | 03:07 | |
Overwhelming Blink | 2 | 3.70% | 44.6 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 49:19 | 45:27 | 45:27 | 53:10 | 53:10 | 53:10 | 07:43 | 05:42 | |
Heaven's Halberd | 7 | 12.96% | 42.9 | 57.14% | -6.69% | -7.14% | -7.14% | 0.00% | 25:20 | 19:36 | 21:51 | 23:41 | 23:49 | 32:48 | 01:58 | 01:27 | |
Sange | 7 | 12.96% | 41.1 | 57.14% | -6.69% | -7.14% | -7.14% | 0.00% | 22:35 | 16:14 | 20:21 | 21:10 | 22:25 | 30:02 | 02:04 | 01:31 | |
Headdress | 7 | 12.96% | 39.3 | 57.14% | -6.69% | +42.86% | -7.14% | -10.14% | 19:12 | 14:22 | 15:28 | 17:54 | 20:24 | 27:50 | 04:56 | 03:39 | |
Arcane Boots | 5 | 9.26% | 37.5 | 60.00% | -3.27% | -60.00% | +40.00% | 0.00% | 14:02 | 06:37 | 06:37 | 14:41 | 19:35 | 20:28 | 12:58 | 09:36 | |
Eul's Scepter of Divinity | 5 | 9.26% | 35.7 | 60.00% | -3.27% | +40.00% | -60.00% | 0.00% | 18:14 | 12:57 | 12:57 | 16:45 | 20:47 | 26:29 | 07:50 | 05:48 | |
Pipe of Insight | 6 | 11.11% | 33.9 | 50.00% | -14.58% | +50.00% | +50.00% | 0.00% | 21:14 | 14:22 | 17:37 | 21:35 | 23:44 | 28:22 | 06:07 | 04:31 | |
Hood of Defiance | 10 | 18.52% | 32.1 | 40.00% | -28.18% | +26.67% | +10.00% | -6.06% | 10:58 | 06:56 | 07:49 | 09:03 | 10:34 | 23:13 | 02:45 | 02:02 | |
Shadow Blade | 1 | 1.85% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 | |
Swift Blink | 1 | 1.85% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 1.85% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 | |
Mekansm | 1 | 1.85% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 | |
Force Staff | 1 | 1.85% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 1.85% | 21.4 | 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 | |
Guardian Greaves | 1 | 1.85% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 3.70% | 17.9 | 50.00% | -13.46% | -50.00% | 0.00% | 0.00% | 48:40 | 44:18 | 44:18 | 53:02 | 53:02 | 53:02 | 08:44 | 06:28 | |
Echo Sabre | 1 | 1.85% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 1.85% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 | |
Bottle | 1 | 1.85% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 00:00 | 00:00 | |
Blight Stone | 1 | 1.85% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 | |
Solar Crest | 1 | 1.85% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 | |
Vladmir's Offering | 2 | 3.70% | 7.1 | 0.00% | -65.38% | 0.00% | 0.00% | 0.00% | 39:35 | 35:56 | 35:56 | 43:14 | 43:14 | 43:14 | 07:18 | 05:24 | |
Armlet of Mordiggian | 1 | 1.85% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 | |
Ring of Basilius | 2 | 3.70% | 3.6 | 0.00% | -65.38% | 0.00% | 0.00% | 0.00% | 39:35 | 35:56 | 35:56 | 43:14 | 43:14 | 43:14 | 07:18 | 05:24 | |
Wraith Pact | 2 | 3.70% | 1.8 | 0.00% | -65.38% | 0.00% | 0.00% | 0.00% | 45:01 | 40:19 | 40:19 | 49:43 | 49:43 | 49:43 | 09:24 | 06:57 |