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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 | |
Wind Lace | 29 | 74.36% | 100.0 | 41.38% | +31.38% | +30.05% | -27.09% | -9.88% | 05:02 | -01:29 | 02:12 | 04:56 | 07:59 | 15:38 | 05:47 | 04:17 | |
Blink Dagger | 26 | 66.67% | 97.8 | 42.31% | +26.93% | -13.74% | +7.69% | 3.63% | 24:46 | 13:03 | 22:09 | 24:08 | 28:03 | 36:31 | 05:54 | 04:22 | |
Magic Stick | 35 | 89.74% | 95.6 | 37.14% | +37.14% | -3.81% | +7.30% | 2.31% | 03:29 | -01:29 | -01:24 | 03:13 | 06:12 | 16:28 | 07:36 | 05:37 | |
Boots of Speed | 39 | 100.00% | 93.3 | 33.33% | +33.33% | +6.67% | -3.33% | -5.13% | 03:04 | -01:29 | 02:06 | 03:15 | 04:03 | 07:53 | 01:57 | 01:26 | |
Chainmail | 35 | 89.74% | 91.1 | 34.29% | +9.29% | -0.96% | +10.15% | 4.87% | 06:53 | 03:25 | 04:46 | 06:03 | 07:03 | 19:51 | 02:17 | 01:41 | |
Boots of Bearing | 7 | 17.95% | 88.9 | 57.14% | +29.01% | -57.14% | -7.14% | 25.86% | 32:49 | 27:47 | 28:46 | 30:32 | 30:42 | 46:29 | 01:56 | 01:25 | |
Drum of Endurance | 10 | 25.64% | 86.7 | 50.00% | +22.41% | -16.67% | 0.00% | 2.43% | 17:59 | 10:56 | 12:07 | 12:37 | 18:58 | 46:24 | 06:51 | 05:04 | |
Phase Boots | 34 | 87.18% | 84.4 | 32.35% | -7.65% | +0.98% | +5.15% | 1.95% | 08:08 | 04:53 | 06:45 | 07:26 | 08:53 | 14:53 | 02:08 | 01:34 | |
Black King Bar | 34 | 87.18% | 82.2 | 32.35% | -7.65% | -10.13% | -7.35% | 0.87% | 19:18 | 15:31 | 17:13 | 18:30 | 20:25 | 28:18 | 03:12 | 02:22 | |
Magic Wand | 30 | 76.92% | 80.0 | 33.33% | 0.00% | -8.33% | +23.81% | 7.42% | 06:50 | -01:29 | 04:25 | 07:33 | 08:45 | 16:28 | 04:20 | 03:12 | |
Tranquil Boots | 5 | 12.82% | 77.8 | 60.00% | +30.59% | +40.00% | -60.00% | 0.00% | 29:27 | 10:29 | 10:29 | 29:28 | 35:28 | 46:09 | 24:59 | 18:30 | |
Void Stone | 16 | 41.03% | 75.6 | 37.50% | +7.07% | -12.50% | +12.50% | 1.16% | 36:23 | 21:42 | 24:28 | 36:03 | 46:02 | 49:09 | 21:34 | 15:58 | |
Ring of Health | 14 | 35.90% | 73.3 | 35.71% | +3.71% | +14.29% | -2.38% | -0.77% | 30:40 | 02:31 | 24:28 | 31:27 | 46:02 | 48:35 | 21:34 | 15:58 | |
Aghanim's Shard | 3 | 7.69% | 71.1 | 66.67% | +36.11% | +33.33% | 0.00% | 0.00% | 29:56 | 20:32 | 20:32 | 26:07 | 43:09 | 43:09 | 22:37 | 16:45 | |
Aeon Disk | 3 | 7.69% | 68.9 | 66.67% | +36.11% | -66.67% | 0.00% | 0.00% | 47:04 | 38:46 | 38:46 | 45:31 | 56:54 | 56:54 | 18:08 | 13:25 | |
Boots of Travel 2 | 3 | 7.69% | 66.7 | 66.67% | +36.11% | -66.67% | 0.00% | 0.00% | 1:02:02 | 56:15 | 56:15 | 56:22 | 1:13:29 | 1:13:29 | 17:14 | 12:45 | |
Headdress | 3 | 7.69% | 64.4 | 66.67% | +36.11% | +33.33% | 0.00% | 0.00% | 14:56 | 11:19 | 11:19 | 13:37 | 19:51 | 19:51 | 08:32 | 06:19 | |
Sange | 11 | 28.21% | 62.2 | 36.36% | +4.22% | -36.36% | +30.31% | 4.95% | 32:18 | 21:47 | 23:52 | 31:49 | 37:20 | 43:19 | 13:28 | 09:58 | |
Quelling Blade | 28 | 71.79% | 60.0 | 25.00% | -29.55% | +3.57% | -10.71% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 13:51 | 00:00 | 00:00 | |
Lotus Orb | 7 | 17.95% | 57.8 | 42.86% | +11.61% | +7.14% | +7.14% | 0.00% | 37:43 | 25:00 | 26:35 | 38:20 | 46:08 | 48:38 | 19:33 | 14:28 | |
Ring of Protection | 13 | 33.33% | 55.6 | 30.77% | -3.85% | +2.56% | +35.90% | 3.54% | 07:47 | -01:30 | -01:29 | 07:22 | 10:54 | 19:51 | 12:23 | 09:10 | |
Refresher Orb | 4 | 10.26% | 53.3 | 50.00% | +18.57% | -50.00% | +50.00% | 0.00% | 54:32 | 46:04 | 46:04 | 48:35 | 57:30 | 1:06:00 | 11:26 | 08:28 | |
Scythe of Vyse | 4 | 10.26% | 51.1 | 50.00% | +18.57% | -50.00% | +50.00% | 0.00% | 41:16 | 33:38 | 33:38 | 40:32 | 41:46 | 49:09 | 08:08 | 06:01 | |
Kaya | 9 | 23.08% | 48.9 | 33.33% | 0.00% | -33.33% | +16.67% | 3.96% | 28:18 | 19:43 | 20:53 | 31:29 | 33:31 | 35:01 | 12:38 | 09:21 | |
Kaya and Sange | 9 | 23.08% | 46.7 | 33.33% | 0.00% | -33.33% | +16.67% | 3.68% | 32:59 | 22:15 | 24:07 | 34:47 | 37:43 | 41:53 | 13:36 | 10:04 | |
Bottle | 9 | 23.08% | 44.4 | 33.33% | 0.00% | -33.33% | +66.67% | 100.00% | 01:33 | 01:17 | 01:17 | 01:37 | 01:38 | 01:47 | 00:21 | 00:15 | |
Buckler | 1 | 2.56% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 2.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 2.56% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 2.56% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:27 | 1:02:27 | 1:02:27 | 1:02:27 | 1:02:27 | 1:02:27 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 2.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 2.56% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 | |
Mekansm | 1 | 2.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 | |
Force Staff | 1 | 2.56% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 00:00 | 00:00 | |
Pipe of Insight | 2 | 5.13% | 24.4 | 50.00% | +17.57% | +50.00% | 0.00% | 0.00% | 14:39 | 12:39 | 12:39 | 16:38 | 16:38 | 16:38 | 03:59 | 02:57 | |
Hood of Defiance | 2 | 5.13% | 22.2 | 50.00% | +17.57% | -50.00% | 0.00% | 0.00% | 05:59 | 05:20 | 05:20 | 06:37 | 06:37 | 06:37 | 01:17 | 00:57 | |
Soul Ring | 10 | 25.64% | 20.0 | 20.00% | -17.93% | -20.00% | +30.00% | 11.24% | 09:57 | 06:11 | 07:11 | 09:24 | 11:38 | 16:15 | 04:27 | 03:17 | |
Shiva's Guard | 3 | 7.69% | 17.8 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 36:20 | 32:41 | 32:41 | 37:15 | 39:03 | 39:03 | 06:22 | 04:42 | |
Linken's Sphere | 3 | 7.69% | 15.6 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 31:54 | 30:35 | 30:35 | 31:47 | 33:19 | 33:19 | 02:44 | 02:01 | |
Arcane Boots | 4 | 10.26% | 13.3 | 25.00% | -9.29% | -25.00% | -25.00% | 0.00% | 09:28 | 05:34 | 05:34 | 09:17 | 09:50 | 13:12 | 04:16 | 03:09 | |
Aghanim's Scepter | 6 | 15.38% | 11.1 | 16.67% | -19.69% | +33.33% | -16.67% | -6.93% | 30:07 | 24:18 | 25:20 | 29:15 | 32:33 | 37:01 | 07:13 | 05:20 | |
Bracer | 8 | 20.51% | 8.9 | 12.50% | -26.21% | +37.50% | -12.50% | -12.00% | 04:22 | 01:37 | 01:39 | 02:38 | 05:49 | 10:24 | 04:10 | 03:05 | |
Wraith Band | 1 | 2.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 2.56% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 2.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |