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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 | |
Black King Bar | 13 | 46.43% | 100.0 | 53.85% | +40.52% | +46.15% | -20.52% | -6.85% | 30:39 | 19:45 | 24:32 | 31:36 | 34:16 | 38:09 | 09:44 | 07:12 | |
Aghanim's Blessing | 2 | 7.14% | 97.2 | 100.00% | +73.08% | 0.00% | 0.00% | 0.00% | 1:04:22 | 1:02:16 | 1:02:16 | 1:06:27 | 1:06:27 | 1:06:27 | 04:11 | 03:05 | |
Aeon Disk | 2 | 7.14% | 94.4 | 100.00% | +73.08% | 0.00% | 0.00% | 0.00% | 60:38 | 52:47 | 52:47 | 1:08:29 | 1:08:29 | 1:08:29 | 15:42 | 11:37 | |
Magic Stick | 26 | 92.86% | 91.7 | 34.62% | +34.62% | +8.24% | -17.95% | -4.15% | 03:18 | -01:29 | -01:29 | 02:05 | 07:48 | 10:26 | 09:17 | 06:52 | |
Hood of Defiance | 22 | 78.57% | 88.9 | 36.36% | +19.69% | -3.03% | +3.64% | 1.58% | 12:08 | 06:01 | 09:59 | 12:11 | 14:13 | 17:12 | 04:14 | 03:08 | |
Kaya | 22 | 78.57% | 86.1 | 36.36% | +19.69% | -3.03% | -16.36% | -1.78% | 19:54 | 11:48 | 16:00 | 19:01 | 23:29 | 30:08 | 07:29 | 05:32 | |
Void Stone | 22 | 78.57% | 83.3 | 36.36% | +19.69% | -3.03% | +23.64% | 2.11% | 21:31 | 11:16 | 14:11 | 17:27 | 26:51 | 58:39 | 12:40 | 09:22 | |
Ring of Health | 27 | 96.43% | 80.6 | 33.33% | +33.33% | +23.81% | -4.76% | -6.19% | 11:37 | 03:10 | 09:13 | 11:31 | 13:50 | 21:56 | 04:37 | 03:25 | |
Quelling Blade | 27 | 96.43% | 77.8 | 33.33% | +33.33% | -4.76% | +23.81% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Kaya and Sange | 19 | 67.86% | 75.0 | 36.84% | +14.62% | +3.16% | -16.84% | -2.85% | 23:57 | 16:34 | 19:01 | 23:19 | 26:02 | 39:43 | 07:01 | 05:11 | |
Boots of Speed | 28 | 100.00% | 72.2 | 32.14% | +32.14% | +25.00% | +10.72% | -5.49% | 05:02 | 02:30 | 03:20 | 05:24 | 05:56 | 08:39 | 02:36 | 01:55 | |
Ring of Protection | 28 | 100.00% | 69.4 | 32.14% | +32.14% | +10.72% | -3.57% | -3.60% | 02:40 | -01:29 | -01:29 | 02:47 | 05:27 | 07:49 | 06:56 | 05:08 | |
Arcane Boots | 28 | 100.00% | 66.7 | 32.14% | +32.14% | -3.57% | -3.57% | 0.00% | 08:29 | 05:09 | 07:06 | 07:35 | 09:55 | 13:00 | 02:49 | 02:05 | |
Soul Ring | 28 | 100.00% | 63.9 | 32.14% | +32.14% | -3.57% | -3.57% | 0.00% | 05:30 | 02:40 | 04:07 | 05:16 | 06:48 | 09:39 | 02:41 | 01:59 | |
Aghanim's Scepter | 5 | 17.86% | 61.1 | 60.00% | +33.91% | +40.00% | +40.00% | 0.00% | 42:45 | 33:31 | 33:31 | 41:17 | 41:29 | 58:34 | 07:58 | 05:54 | |
Sange | 20 | 71.43% | 58.3 | 35.00% | +10.00% | +5.00% | +5.00% | 0.00% | 21:51 | 14:45 | 16:51 | 20:02 | 24:36 | 39:43 | 07:45 | 05:44 | |
Aghanim's Shard | 9 | 32.14% | 55.6 | 44.44% | +18.12% | +5.56% | +55.56% | 0.00% | 29:23 | 19:33 | 20:24 | 25:49 | 30:24 | 58:22 | 10:00 | 07:24 | |
Lotus Orb | 13 | 46.43% | 52.8 | 38.46% | +11.79% | -38.46% | +28.21% | 5.78% | 25:16 | 14:43 | 17:57 | 26:33 | 29:29 | 34:53 | 11:32 | 08:32 | |
Magic Wand | 23 | 82.14% | 50.0 | 30.43% | -9.57% | +2.90% | +2.90% | 0.00% | 08:04 | -01:28 | 07:15 | 08:52 | 09:21 | 16:13 | 02:06 | 01:33 | |
Eul's Scepter of Divinity | 11 | 39.29% | 47.2 | 36.36% | +6.95% | -36.36% | -36.36% | 0.00% | 18:56 | 14:54 | 15:52 | 18:12 | 19:33 | 27:49 | 03:41 | 02:43 | |
Wind Lace | 11 | 39.29% | 44.4 | 36.36% | +6.95% | -36.36% | -3.03% | 8.00% | 16:41 | 11:50 | 13:52 | 16:55 | 18:02 | 23:31 | 04:10 | 03:05 | |
Blink Dagger | 4 | 14.29% | 41.7 | 50.00% | +20.83% | -50.00% | -50.00% | 0.00% | 30:35 | 24:28 | 24:28 | 29:54 | 30:13 | 37:44 | 05:45 | 04:15 | |
Bracer | 17 | 60.71% | 38.9 | 23.53% | -21.92% | +26.47% | -23.53% | -50.00% | 02:50 | 00:24 | 01:54 | 02:12 | 02:37 | 10:24 | 00:43 | 00:31 | |
Linken's Sphere | 1 | 3.57% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 | |
Scythe of Vyse | 5 | 17.86% | 33.3 | 40.00% | +9.57% | -40.00% | +60.00% | 0.00% | 49:08 | 32:25 | 32:25 | 48:28 | 58:39 | 58:46 | 26:14 | 19:25 | |
Shiva's Guard | 7 | 25.00% | 30.6 | 28.57% | -4.76% | +21.43% | +21.43% | 0.00% | 40:46 | 30:16 | 33:51 | 37:46 | 45:48 | 51:44 | 11:57 | 08:51 | |
Ethereal Blade | 1 | 3.57% | 27.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 | |
Vanguard | 2 | 7.14% | 25.0 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 09:34 | 09:08 | 09:08 | 10:00 | 10:00 | 10:00 | 00:52 | 00:38 | |
Helm of Iron Will | 1 | 3.57% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 00:00 | 00:00 | |
Orb of Venom | 1 | 3.57% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:13 | 03:13 | 03:13 | 03:13 | 03:13 | 03:13 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 3.57% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 | |
Crimson Guard | 1 | 3.57% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 | |
Force Staff | 1 | 3.57% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 | |
Bottle | 1 | 3.57% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 3.57% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 3.57% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |