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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 | 29 | 90.63% | 100.0 | 58.62% | +58.62% | +12.81% | -1.48% | -1.82% | 10:11 | -01:29 | 05:47 | 09:57 | 13:37 | 21:30 | 07:50 | 05:48 | |
Magic Stick | 30 | 93.75% | 97.4 | 56.67% | +56.67% | +18.33% | -13.81% | -4.57% | 05:25 | -01:29 | 02:19 | 04:14 | 09:21 | 17:01 | 07:02 | 05:12 | |
Blink Dagger | 31 | 96.88% | 94.7 | 54.84% | +54.84% | +7.66% | +7.66% | 0.00% | 13:11 | 08:00 | 10:57 | 12:30 | 15:03 | 20:21 | 04:06 | 03:02 | |
Black King Bar | 18 | 56.25% | 92.1 | 61.11% | +18.25% | +38.89% | -61.11% | -28.99% | 25:44 | 20:51 | 23:45 | 24:44 | 27:12 | 33:58 | 03:27 | 02:33 | |
Boots of Speed | 32 | 100.00% | 89.5 | 53.13% | +53.13% | -15.63% | +9.37% | 20.55% | 03:02 | -01:29 | 02:45 | 03:13 | 03:58 | 07:33 | 01:13 | 00:54 | |
Bottle | 21 | 65.63% | 86.8 | 57.14% | +11.69% | -17.14% | +22.86% | 40.00% | 01:30 | 01:09 | 01:19 | 01:28 | 01:38 | 01:56 | 00:19 | 00:14 | |
Echo Sabre | 21 | 65.63% | 84.2 | 57.14% | +11.69% | -17.14% | +2.86% | 11.01% | 18:54 | 12:00 | 17:31 | 18:27 | 19:20 | 28:01 | 01:49 | 01:20 | |
Quelling Blade | 23 | 71.88% | 81.6 | 52.17% | -3.39% | -35.50% | -2.17% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 | |
Power Treads | 20 | 62.50% | 78.9 | 50.00% | -8.33% | -10.00% | +10.00% | 3.12% | 09:41 | 05:19 | 06:29 | 08:34 | 12:54 | 15:29 | 06:25 | 04:45 | |
Aghanim's Shard | 10 | 31.25% | 76.3 | 60.00% | +10.00% | +6.67% | -60.00% | -9.26% | 30:21 | 15:38 | 25:51 | 29:01 | 33:03 | 50:45 | 07:12 | 05:20 | |
Tranquil Boots | 8 | 25.00% | 73.7 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 06:29 | 03:16 | 04:16 | 07:18 | 07:32 | 09:05 | 03:16 | 02:25 | |
Wind Lace | 11 | 34.38% | 71.1 | 54.55% | +2.17% | -21.22% | +12.12% | 12.66% | 04:31 | -01:30 | 03:08 | 04:56 | 05:46 | 07:20 | 02:38 | 01:57 | |
Shadow Blade | 9 | 28.13% | 68.4 | 55.56% | +3.39% | -55.56% | -55.56% | 0.00% | 33:10 | 19:25 | 22:12 | 35:43 | 36:45 | 47:06 | 14:33 | 10:46 | |
Ring of Protection | 7 | 21.88% | 65.8 | 57.14% | +5.14% | -7.14% | -7.14% | 0.00% | 26:12 | 03:49 | 06:35 | 30:23 | 33:13 | 44:52 | 26:38 | 19:43 | |
Crystalys | 10 | 31.25% | 63.2 | 50.00% | -4.55% | -16.67% | -50.00% | -3.72% | 34:10 | 25:30 | 30:40 | 31:20 | 39:37 | 42:10 | 08:57 | 06:37 | |
Buckler | 5 | 15.63% | 60.5 | 60.00% | +8.15% | +40.00% | +40.00% | 0.00% | 34:36 | 30:20 | 30:20 | 33:13 | 34:12 | 44:52 | 03:52 | 02:51 | |
Force Staff | 5 | 15.63% | 57.9 | 60.00% | +8.15% | +40.00% | -60.00% | 0.00% | 32:19 | 27:32 | 27:32 | 28:36 | 32:09 | 45:27 | 04:37 | 03:25 | |
Assault Cuirass | 5 | 15.63% | 55.3 | 60.00% | +8.15% | +40.00% | +40.00% | 0.00% | 35:46 | 31:00 | 31:00 | 35:24 | 35:25 | 45:25 | 04:25 | 03:16 | |
Void Stone | 6 | 18.75% | 52.6 | 50.00% | -3.85% | 0.00% | -50.00% | -3.06% | 35:34 | 26:02 | 27:17 | 35:15 | 43:36 | 43:59 | 16:19 | 12:05 | |
Ghost Scepter | 6 | 18.75% | 50.0 | 50.00% | -3.85% | 0.00% | -50.00% | -1.75% | 38:57 | 24:10 | 24:12 | 32:01 | 52:51 | 1:01:55 | 28:39 | 21:13 | |
Fluffy Hat | 6 | 18.75% | 47.4 | 50.00% | -3.85% | 0.00% | -50.00% | -5.18% | 27:22 | 20:09 | 22:30 | 27:20 | 32:09 | 34:34 | 09:39 | 07:08 | |
Phase Boots | 3 | 9.38% | 44.7 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 07:07 | 06:10 | 06:10 | 06:38 | 08:32 | 08:32 | 02:22 | 01:45 | |
Chainmail | 3 | 9.38% | 42.1 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 06:33 | 04:36 | 04:36 | 06:37 | 08:26 | 08:26 | 03:50 | 02:50 | |
Silver Edge | 7 | 21.88% | 39.5 | 42.86% | -13.14% | -42.86% | -42.86% | 0.00% | 37:11 | 26:34 | 31:35 | 36:59 | 39:31 | 47:17 | 07:56 | 05:52 | |
Daedalus | 1 | 3.13% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:35 | 1:10:35 | 1:10:35 | 1:10:35 | 1:10:35 | 1:10:35 | 00:00 | 00:00 | |
Ring of Health | 1 | 3.13% | 34.2 | 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 | |
Moon Shard | 1 | 3.13% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:39 | 1:13:39 | 1:13:39 | 1:13:39 | 1:13:39 | 1:13:39 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 3.13% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.13% | 26.3 | 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 | |
Morbid Mask | 2 | 6.25% | 23.7 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 47:29 | 41:08 | 41:08 | 53:49 | 53:49 | 53:49 | 12:41 | 09:23 | |
Satanic | 2 | 6.25% | 21.1 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 48:31 | 43:00 | 43:00 | 54:01 | 54:01 | 54:01 | 11:01 | 08:09 | |
Soul Ring | 2 | 6.25% | 18.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 07:57 | 06:43 | 06:43 | 09:11 | 09:11 | 09:11 | 02:28 | 01:49 | |
Eul's Scepter of Divinity | 4 | 12.50% | 15.8 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 39:02 | 30:40 | 30:40 | 37:16 | 43:58 | 44:12 | 13:18 | 09:51 | |
Butterfly | 1 | 3.13% | 13.2 | 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 | |
Ethereal Blade | 2 | 6.25% | 10.5 | 0.00% | -56.67% | 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 | |
Aghanim's Scepter | 2 | 6.25% | 7.9 | 0.00% | -56.67% | 0.00% | 0.00% | 0.00% | 33:20 | 30:29 | 30:29 | 36:11 | 36:11 | 36:11 | 05:42 | 04:13 | |
Kaya | 2 | 6.25% | 5.3 | 0.00% | -56.67% | 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 | |
Wraith Band | 1 | 3.13% | 2.6 | 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 |