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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 | |
Magic Wand | 50 | 86.21% | 100.0 | 54.00% | +41.50% | +7.54% | +12.67% | 0.75% | 08:57 | -01:29 | 05:13 | 08:16 | 12:02 | 21:30 | 06:49 | 05:02 | |
Magic Stick | 54 | 93.10% | 97.7 | 51.85% | +51.85% | +19.58% | -13.39% | -8.04% | 05:37 | -01:29 | 02:19 | 04:12 | 06:25 | 32:17 | 04:06 | 03:02 | |
Power Treads | 33 | 56.90% | 95.3 | 54.55% | +14.55% | -4.55% | -4.55% | 0.00% | 08:39 | 04:18 | 06:18 | 07:21 | 11:34 | 15:29 | 05:16 | 03:54 | |
Blink Dagger | 57 | 98.28% | 93.0 | 49.12% | +49.12% | +8.02% | +0.88% | -1.45% | 14:02 | 08:00 | 11:26 | 13:40 | 16:21 | 26:10 | 04:55 | 03:38 | |
Ring of Protection | 10 | 17.24% | 90.7 | 70.00% | +26.25% | -3.33% | -20.00% | -0.63% | 20:34 | 03:49 | 06:35 | 09:54 | 33:13 | 44:52 | 26:38 | 19:43 | |
Boots of Speed | 58 | 100.00% | 88.4 | 48.28% | +48.28% | -8.28% | +8.86% | 11.82% | 02:57 | -01:29 | 02:42 | 03:15 | 04:09 | 07:33 | 01:27 | 01:04 | |
Black King Bar | 33 | 56.90% | 86.0 | 51.52% | +7.52% | +35.98% | -14.02% | -11.07% | 26:37 | 20:51 | 23:45 | 25:30 | 28:16 | 33:58 | 04:31 | 03:20 | |
Wind Lace | 26 | 44.83% | 83.7 | 53.85% | +10.10% | -10.99% | -3.85% | 2.33% | 05:43 | -01:30 | 04:11 | 05:36 | 07:15 | 10:55 | 03:04 | 02:16 | |
Echo Sabre | 38 | 65.52% | 81.4 | 50.00% | +5.00% | +20.00% | -16.67% | -16.67% | 17:49 | 11:16 | 17:08 | 17:46 | 19:20 | 28:01 | 02:12 | 01:37 | |
Quelling Blade | 41 | 70.69% | 79.1 | 48.78% | +1.72% | +11.22% | -8.78% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 | |
Bottle | 37 | 63.79% | 76.7 | 48.65% | +1.03% | +6.91% | +18.02% | 11.11% | 01:40 | 01:09 | 01:21 | 01:32 | 01:41 | 05:54 | 00:20 | 00:14 | |
Aghanim's Shard | 18 | 31.03% | 74.4 | 55.56% | +10.56% | -15.56% | -30.56% | -2.94% | 27:24 | 15:38 | 24:10 | 25:56 | 29:16 | 50:45 | 05:06 | 03:46 | |
Soul Ring | 5 | 8.62% | 72.1 | 80.00% | +34.72% | +20.00% | +20.00% | 0.00% | 08:10 | 05:31 | 05:31 | 09:11 | 09:31 | 09:55 | 04:00 | 02:57 | |
Crystalys | 17 | 29.31% | 69.8 | 52.94% | +6.60% | +22.06% | -27.94% | -4.18% | 32:28 | 23:47 | 26:09 | 31:20 | 38:06 | 42:10 | 11:57 | 08:51 | |
Tranquil Boots | 15 | 25.86% | 67.4 | 53.33% | +6.82% | -3.33% | +21.67% | 6.30% | 08:23 | 03:16 | 05:06 | 07:29 | 09:04 | 25:37 | 03:58 | 02:56 | |
Shadow Blade | 17 | 29.31% | 65.1 | 47.06% | -1.72% | -22.06% | -47.06% | -1.72% | 32:09 | 19:25 | 22:12 | 32:19 | 36:45 | 47:06 | 14:33 | 10:46 | |
Force Staff | 12 | 20.69% | 62.8 | 50.00% | +2.17% | +16.67% | -50.00% | -9.43% | 30:30 | 24:41 | 25:05 | 27:49 | 32:09 | 45:27 | 07:04 | 05:14 | |
Moon Shard | 4 | 6.90% | 60.5 | 75.00% | +28.70% | +25.00% | +25.00% | 0.00% | 40:01 | 14:14 | 14:14 | 34:53 | 37:16 | 1:13:39 | 23:02 | 17:03 | |
Fluffy Hat | 13 | 22.41% | 58.1 | 46.15% | -2.74% | +20.52% | -46.15% | -7.56% | 25:14 | 17:32 | 19:10 | 25:04 | 27:59 | 34:34 | 08:49 | 06:31 | |
Ghost Scepter | 7 | 12.07% | 55.8 | 57.14% | +10.08% | -7.14% | -57.14% | 0.00% | 38:20 | 24:10 | 24:12 | 34:36 | 38:33 | 1:01:55 | 14:21 | 10:37 | |
Aghanim's Scepter | 7 | 12.07% | 53.5 | 57.14% | +10.08% | +42.86% | -57.14% | 0.00% | 26:32 | 20:11 | 23:05 | 24:41 | 27:55 | 36:11 | 04:50 | 03:34 | |
Silver Edge | 10 | 17.24% | 51.2 | 50.00% | +2.08% | +16.67% | -50.00% | -6.39% | 35:10 | 24:04 | 29:05 | 36:18 | 39:31 | 47:17 | 10:26 | 07:43 | |
Assault Cuirass | 5 | 8.62% | 48.8 | 60.00% | +12.83% | +40.00% | +40.00% | 0.00% | 35:46 | 31:00 | 31:00 | 35:24 | 35:25 | 45:25 | 04:25 | 03:16 | |
Buckler | 5 | 8.62% | 46.5 | 60.00% | +12.83% | +40.00% | +40.00% | 0.00% | 34:36 | 30:20 | 30:20 | 33:13 | 34:12 | 44:52 | 03:52 | 02:51 | |
Morbid Mask | 3 | 5.17% | 44.2 | 66.67% | +19.40% | +33.33% | 0.00% | 0.00% | 41:29 | 29:29 | 29:29 | 41:08 | 53:49 | 53:49 | 24:20 | 18:01 | |
Void Stone | 7 | 12.07% | 41.9 | 42.86% | -6.16% | +7.14% | -42.86% | 0.00% | 34:34 | 26:02 | 27:17 | 35:15 | 37:16 | 43:59 | 09:59 | 07:23 | |
Overwhelming Blink | 4 | 6.90% | 39.5 | 50.00% | +1.85% | +50.00% | +50.00% | 0.00% | 45:56 | 40:50 | 40:50 | 43:25 | 48:28 | 51:01 | 07:38 | 05:39 | |
Daedalus | 4 | 6.90% | 37.2 | 50.00% | +1.85% | +50.00% | +50.00% | 0.00% | 45:11 | 29:45 | 29:45 | 36:56 | 43:27 | 1:10:35 | 13:42 | 10:08 | |
Glimmer Cape | 1 | 1.72% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.72% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 | |
Ring of Health | 1 | 1.72% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 | |
Chainmail | 7 | 12.07% | 27.9 | 28.57% | -22.41% | +21.43% | -28.57% | 0.00% | 07:36 | 04:36 | 06:37 | 07:42 | 08:26 | 09:38 | 01:49 | 01:20 | |
Phase Boots | 7 | 12.07% | 25.6 | 28.57% | -22.41% | +21.43% | -28.57% | 0.00% | 08:14 | 06:10 | 06:38 | 08:32 | 08:57 | 10:03 | 02:19 | 01:42 | |
Satanic | 2 | 3.45% | 23.3 | 50.00% | +1.79% | -50.00% | 0.00% | 0.00% | 48:31 | 43:00 | 43:00 | 54:01 | 54:01 | 54:01 | 11:01 | 08:09 | |
Drum of Endurance | 2 | 3.45% | 20.9 | 50.00% | +1.79% | -50.00% | 0.00% | 0.00% | 27:57 | 24:48 | 24:48 | 31:06 | 31:06 | 31:06 | 06:18 | 04:40 | |
Eul's Scepter of Divinity | 5 | 8.62% | 18.6 | 20.00% | -30.94% | -20.00% | -20.00% | 0.00% | 36:56 | 28:36 | 28:36 | 37:16 | 43:58 | 44:12 | 15:22 | 11:22 | |
Kaya | 2 | 3.45% | 16.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 47:28 | 33:01 | 33:01 | 1:01:55 | 1:01:55 | 1:01:55 | 28:54 | 21:24 | |
Butterfly | 1 | 1.72% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 | |
Wraith Band | 1 | 1.72% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 00:00 | 00:00 | |
Headdress | 1 | 1.72% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Arcane Boots | 1 | 1.72% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 00:00 | 00:00 | |
Ethereal Blade | 2 | 3.45% | 4.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 47:58 | 34:00 | 34:00 | 1:01:55 | 1:01:55 | 1:01:55 | 27:55 | 20:40 | |
Boots of Bearing | 1 | 1.72% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |