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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 | |
Boots of Bearing | 6 | 27.27% | 100.0 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 26:30 | 17:12 | 20:26 | 21:06 | 33:23 | 38:03 | 12:57 | 09:35 | |
Drum of Endurance | 6 | 27.27% | 97.9 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 18:07 | 12:05 | 14:44 | 15:01 | 16:29 | 33:57 | 01:45 | 01:17 | |
Tranquil Boots | 6 | 27.27% | 95.7 | 83.33% | +58.33% | +16.67% | -83.33% | -4.72% | 17:23 | 04:39 | 07:38 | 08:43 | 28:49 | 33:23 | 21:11 | 15:41 | |
Kaya and Sange | 3 | 13.64% | 93.6 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 35:40 | 31:31 | 31:31 | 36:48 | 38:42 | 38:42 | 07:11 | 05:19 | |
Blink Dagger | 11 | 50.00% | 91.5 | 54.55% | +27.28% | +12.12% | -21.22% | -2.20% | 28:27 | 11:07 | 19:21 | 29:01 | 34:32 | 41:44 | 15:11 | 11:14 | |
Overwhelming Blink | 4 | 18.18% | 89.4 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 48:45 | 41:11 | 41:11 | 46:41 | 46:52 | 60:17 | 05:41 | 04:12 | |
Sange | 4 | 18.18% | 87.2 | 75.00% | +41.67% | -75.00% | +25.00% | 22.22% | 30:57 | 27:01 | 27:01 | 31:10 | 31:31 | 34:04 | 04:30 | 03:20 | |
Kaya | 4 | 18.18% | 85.1 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 34:39 | 27:41 | 27:41 | 35:50 | 36:48 | 38:18 | 09:07 | 06:45 | |
Black King Bar | 18 | 81.82% | 83.0 | 44.44% | +19.44% | +15.56% | +55.56% | 5.31% | 25:12 | 15:14 | 20:51 | 23:39 | 28:23 | 47:55 | 07:32 | 05:34 | |
Boots of Speed | 22 | 100.00% | 80.9 | 40.91% | +40.91% | -7.58% | -0.91% | 2.29% | 04:20 | -01:29 | 03:07 | 03:54 | 06:02 | 08:41 | 02:55 | 02:09 | |
Magic Wand | 19 | 86.36% | 78.7 | 42.11% | +8.78% | -2.11% | +17.89% | 3.42% | 09:29 | 00:52 | 04:12 | 07:37 | 10:03 | 38:20 | 05:51 | 04:20 | |
Aghanim's Scepter | 7 | 31.82% | 76.6 | 57.14% | +23.81% | +42.86% | -7.14% | -8.57% | 30:11 | 17:50 | 25:22 | 31:06 | 31:12 | 43:07 | 05:50 | 04:19 | |
Magic Stick | 20 | 90.91% | 74.5 | 40.00% | -10.00% | -20.00% | +20.00% | 13.11% | 02:27 | -01:29 | -01:29 | 02:07 | 04:32 | 09:00 | 06:01 | 04:27 | |
Wind Lace | 17 | 77.27% | 72.3 | 41.18% | +1.18% | +33.82% | -41.18% | -17.18% | 05:38 | -01:29 | 03:28 | 06:34 | 07:50 | 12:09 | 04:22 | 03:14 | |
Void Stone | 6 | 27.27% | 70.2 | 50.00% | +12.50% | +50.00% | -50.00% | -3.14% | 46:54 | 28:43 | 29:26 | 40:41 | 1:01:16 | 1:10:32 | 31:50 | 23:34 | |
Heart of Tarrasque | 3 | 13.64% | 68.1 | 66.67% | +29.83% | +33.33% | 0.00% | 0.00% | 51:20 | 39:06 | 39:06 | 52:02 | 1:02:52 | 1:02:52 | 23:46 | 17:36 | |
Fluffy Hat | 3 | 13.64% | 66.0 | 66.67% | +29.83% | +33.33% | 0.00% | 0.00% | 29:14 | 08:55 | 08:55 | 26:20 | 52:27 | 52:27 | 43:32 | 32:14 | |
Bottle | 7 | 31.82% | 63.8 | 42.86% | +2.86% | +7.14% | +7.14% | 0.00% | 01:10 | 00:19 | 00:40 | 01:17 | 01:27 | 01:40 | 00:47 | 00:34 | |
Phase Boots | 14 | 63.64% | 61.7 | 28.57% | -33.93% | +21.43% | -28.57% | -11.41% | 09:03 | 06:20 | 06:55 | 07:31 | 11:18 | 14:29 | 04:23 | 03:14 | |
Quelling Blade | 14 | 63.64% | 59.6 | 28.57% | -33.93% | +21.43% | +4.76% | 0.00% | 02:44 | -01:29 | -01:29 | -01:29 | -01:29 | 57:31 | 00:00 | 00:00 | |
Chainmail | 15 | 68.18% | 57.4 | 26.67% | -44.76% | +48.33% | -26.67% | -28.85% | 08:24 | 05:44 | 06:15 | 06:54 | 08:51 | 16:28 | 02:36 | 01:55 | |
Arcane Boots | 4 | 18.18% | 55.3 | 50.00% | +11.11% | -50.00% | +50.00% | 35.09% | 08:07 | 05:35 | 05:35 | 08:00 | 08:26 | 10:26 | 02:51 | 02:06 | |
Ring of Health | 10 | 45.45% | 53.2 | 30.00% | -20.00% | -30.00% | +20.00% | 2.55% | 12:13 | 02:00 | 02:41 | 03:06 | 22:17 | 40:41 | 19:36 | 14:31 | |
Falcon Blade | 1 | 4.55% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.55% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 4.55% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 | |
Nullifier | 1 | 4.55% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.55% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:27 | 1:07:27 | 1:07:27 | 1:07:27 | 1:07:27 | 1:07:27 | 00:00 | 00:00 | |
Octarine Core | 1 | 4.55% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 9.09% | 38.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 1:05:54 | 1:01:16 | 1:01:16 | 1:10:32 | 1:10:32 | 1:10:32 | 09:16 | 06:51 | |
Bracer | 2 | 9.09% | 36.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 02:42 | 02:18 | 02:18 | 03:06 | 03:06 | 03:06 | 00:48 | 00:35 | |
Pipe of Insight | 2 | 9.09% | 34.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 20:41 | 18:01 | 18:01 | 23:21 | 23:21 | 23:21 | 05:20 | 03:57 | |
Force Staff | 2 | 9.09% | 31.9 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 41:07 | 29:46 | 29:46 | 52:27 | 52:27 | 52:27 | 22:41 | 16:48 | |
Eul's Scepter of Divinity | 2 | 9.09% | 29.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 47:15 | 36:25 | 36:25 | 58:04 | 58:04 | 58:04 | 21:39 | 16:02 | |
Lotus Orb | 3 | 13.64% | 27.7 | 33.33% | -8.78% | +66.67% | 0.00% | 0.00% | 43:51 | 33:15 | 33:15 | 41:05 | 57:13 | 57:13 | 23:58 | 17:45 | |
Headdress | 3 | 13.64% | 25.5 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 16:13 | 15:03 | 15:03 | 15:42 | 17:54 | 17:54 | 02:51 | 02:06 | |
Vanguard | 5 | 22.73% | 23.4 | 20.00% | -27.06% | -20.00% | -20.00% | 0.00% | 07:32 | 05:48 | 05:48 | 06:19 | 08:05 | 11:11 | 02:17 | 01:41 | |
Eternal Shroud | 1 | 4.55% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:57 | 14:57 | 14:57 | 14:57 | 14:57 | 14:57 | 00:00 | 00:00 | |
Soul Ring | 2 | 9.09% | 19.1 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 12:26 | 10:48 | 10:48 | 14:03 | 14:03 | 14:03 | 03:15 | 02:24 | |
Guardian Greaves | 1 | 4.55% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 4.55% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 | |
Ring of Protection | 3 | 13.64% | 12.8 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 14:25 | 10:06 | 10:06 | 14:03 | 19:07 | 19:07 | 09:01 | 06:40 | |
Shiva's Guard | 2 | 9.09% | 10.6 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 46:37 | 46:37 | 1:18:18 | 1:18:18 | 1:18:18 | 31:41 | 23:28 | |
Buckler | 1 | 4.55% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 | |
Mekansm | 1 | 4.55% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 | |
Wraith Band | 1 | 4.55% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:00 | 00:00 | |
Blade Mail | 1 | 4.55% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 00:00 | 00:00 |