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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 | |
Quelling Blade | 6 | 15.79% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:37 | -01:29 | -01:29 | -01:19 | 07:01 | 12:10 | 08:30 | 06:17 | |
Blink Dagger | 16 | 42.11% | 97.8 | 81.25% | +40.34% | -6.25% | -6.25% | 0.00% | 30:46 | 23:06 | 25:33 | 28:53 | 34:20 | 41:23 | 08:47 | 06:30 | |
Black King Bar | 21 | 55.26% | 95.7 | 76.19% | +40.90% | -16.19% | +3.81% | 1.88% | 27:26 | 18:37 | 22:30 | 25:19 | 33:09 | 40:46 | 10:39 | 07:53 | |
Scythe of Vyse | 8 | 21.05% | 93.5 | 87.50% | +37.50% | -37.50% | +12.50% | 0.00% | 39:35 | 30:05 | 31:22 | 36:56 | 43:13 | 53:20 | 11:51 | 08:46 | |
Void Stone | 15 | 39.47% | 91.3 | 73.33% | +25.50% | +26.67% | -48.33% | -6.32% | 33:37 | 16:04 | 25:31 | 36:37 | 37:23 | 46:26 | 11:52 | 08:47 | |
Sange | 17 | 44.74% | 89.1 | 70.59% | +22.97% | +4.41% | -20.59% | -3.55% | 22:48 | 15:07 | 18:03 | 20:40 | 25:06 | 42:59 | 07:03 | 05:13 | |
Heaven's Halberd | 7 | 18.42% | 87.0 | 85.71% | +34.10% | +14.29% | +14.29% | 0.00% | 29:15 | 22:11 | 22:41 | 23:15 | 32:01 | 43:17 | 09:20 | 06:54 | |
Chainmail | 30 | 78.95% | 84.8 | 63.33% | +25.83% | +24.17% | -34.76% | -26.99% | 08:55 | 06:04 | 07:48 | 08:22 | 09:59 | 13:47 | 02:11 | 01:37 | |
Ring of Protection | 23 | 60.53% | 82.6 | 65.22% | +18.55% | +1.45% | -15.22% | -3.77% | 12:00 | -01:25 | 10:33 | 12:22 | 14:58 | 21:12 | 04:25 | 03:16 | |
Buckler | 23 | 60.53% | 80.4 | 65.22% | +18.55% | +34.78% | -31.89% | -20.20% | 13:50 | 09:44 | 11:47 | 14:32 | 15:05 | 21:12 | 03:18 | 02:26 | |
Guardian Greaves | 23 | 60.53% | 78.3 | 65.22% | +18.55% | +34.78% | -31.89% | -28.57% | 16:13 | 13:02 | 14:48 | 15:47 | 17:08 | 21:56 | 02:20 | 01:43 | |
Headdress | 25 | 65.79% | 76.1 | 64.00% | +17.85% | +36.00% | -30.67% | -22.99% | 09:40 | 06:18 | 07:59 | 09:34 | 10:53 | 13:30 | 02:54 | 02:08 | |
Mekansm | 25 | 65.79% | 73.9 | 64.00% | +17.85% | +36.00% | -47.33% | -32.68% | 12:01 | 08:49 | 10:44 | 11:53 | 13:17 | 16:58 | 02:33 | 01:53 | |
Boots of Speed | 38 | 100.00% | 71.7 | 57.89% | +57.89% | +32.11% | -57.89% | -50.94% | 03:24 | -01:29 | 02:40 | 03:13 | 04:26 | 07:58 | 01:46 | 01:18 | |
Arcane Boots | 26 | 68.42% | 69.6 | 61.54% | +11.54% | +38.46% | -44.87% | -42.37% | 06:38 | 04:16 | 05:05 | 06:14 | 07:03 | 13:33 | 01:58 | 01:27 | |
Magic Wand | 37 | 97.37% | 67.4 | 56.76% | -43.24% | -1.20% | +9.91% | 2.78% | 05:46 | -01:29 | 03:40 | 05:35 | 07:40 | 16:18 | 04:00 | 02:57 | |
Shiva's Guard | 15 | 39.47% | 65.2 | 66.67% | +14.50% | +8.33% | +8.33% | 0.00% | 33:36 | 23:07 | 29:20 | 32:56 | 34:42 | 50:44 | 05:22 | 03:58 | |
Magic Stick | 36 | 94.74% | 63.0 | 55.56% | -44.44% | -11.12% | +22.22% | 8.27% | 03:46 | -01:29 | 00:58 | 02:36 | 05:00 | 15:45 | 04:02 | 02:59 | |
Kaya | 10 | 26.32% | 60.9 | 70.00% | +16.43% | -3.33% | -20.00% | -2.20% | 17:53 | 11:19 | 12:16 | 17:00 | 19:50 | 32:06 | 07:34 | 05:36 | |
Wraith Band | 22 | 57.89% | 58.7 | 54.55% | -7.95% | +12.12% | -14.55% | -9.25% | 03:17 | -01:29 | 01:18 | 01:55 | 04:11 | 25:55 | 02:53 | 02:08 | |
Wind Lace | 22 | 57.89% | 56.5 | 54.55% | -7.95% | -4.55% | +5.45% | 0.92% | 07:46 | -01:30 | 02:48 | 05:59 | 13:41 | 21:41 | 10:53 | 08:03 | |
Kaya and Sange | 9 | 23.68% | 54.3 | 66.67% | +11.50% | -16.67% | -16.67% | 0.00% | 21:07 | 15:07 | 16:17 | 20:40 | 22:25 | 33:34 | 06:08 | 04:32 | |
Rod of Atos | 5 | 13.16% | 52.2 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 18:07 | 13:35 | 13:35 | 14:56 | 18:16 | 29:20 | 04:41 | 03:28 | |
Ring of Health | 16 | 42.11% | 50.0 | 56.25% | -2.84% | -6.25% | -31.25% | -1.60% | 24:14 | 08:56 | 13:35 | 21:00 | 29:14 | 46:26 | 15:39 | 11:35 | |
Aghanim's Shard | 12 | 31.58% | 47.8 | 58.33% | +0.64% | +8.34% | -25.00% | -3.06% | 40:28 | 29:59 | 33:54 | 39:41 | 44:48 | 53:52 | 10:54 | 08:04 | |
Bottle | 10 | 26.32% | 45.7 | 60.00% | +2.86% | +40.00% | +40.00% | 0.00% | 01:30 | 01:01 | 01:21 | 01:27 | 01:41 | 01:53 | 00:20 | 00:14 | |
Crown | 6 | 15.79% | 43.5 | 66.67% | +10.42% | -16.67% | +33.33% | 0.00% | 15:33 | 07:42 | 09:39 | 09:40 | 22:41 | 29:15 | 13:02 | 09:39 | |
Phase Boots | 6 | 15.79% | 41.3 | 66.67% | +10.42% | +33.33% | +33.33% | 0.00% | 14:49 | 06:39 | 08:09 | 08:48 | 27:30 | 29:00 | 19:21 | 14:20 | |
Octarine Core | 2 | 5.26% | 39.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 37:25 | 36:50 | 36:50 | 37:59 | 37:59 | 37:59 | 01:09 | 00:51 | |
Aether Lens | 2 | 5.26% | 37.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 36:07 | 35:33 | 35:33 | 36:40 | 36:40 | 36:40 | 01:07 | 00:49 | |
Boots of Travel | 2 | 5.26% | 34.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 43:53 | 32:50 | 32:50 | 54:55 | 54:55 | 54:55 | 22:05 | 16:21 | |
Hood of Defiance | 8 | 21.05% | 32.6 | 50.00% | -10.00% | 0.00% | -50.00% | 0.00% | 15:15 | 09:17 | 12:15 | 13:44 | 17:09 | 21:00 | 04:54 | 03:37 | |
Lotus Orb | 5 | 13.16% | 30.4 | 60.00% | +2.42% | +40.00% | -60.00% | 0.00% | 32:24 | 22:10 | 22:10 | 28:13 | 42:25 | 44:08 | 20:15 | 15:00 | |
Aeon Disk | 3 | 7.89% | 28.3 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 44:47 | 34:50 | 34:50 | 48:54 | 50:36 | 50:36 | 15:46 | 11:40 | |
Linken's Sphere | 3 | 7.89% | 26.1 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 36:46 | 29:14 | 29:14 | 34:39 | 46:26 | 46:26 | 17:12 | 12:44 | |
Ghost Scepter | 3 | 7.89% | 23.9 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 36:42 | 28:08 | 28:08 | 35:48 | 46:10 | 46:10 | 18:02 | 13:21 | |
Power Treads | 4 | 10.53% | 21.7 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 07:20 | 05:12 | 05:12 | 05:51 | 06:21 | 11:57 | 01:09 | 00:51 | |
Wind Waker | 1 | 2.63% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.63% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 | |
Refresher Orb | 1 | 2.63% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 | |
Fluffy Hat | 9 | 23.68% | 13.0 | 22.22% | -46.75% | +27.78% | +27.78% | 0.00% | 15:40 | 05:14 | 06:26 | 09:47 | 22:44 | 36:08 | 16:18 | 12:04 | |
Tranquil Boots | 2 | 5.26% | 10.9 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 10:15 | 07:42 | 07:42 | 12:48 | 12:48 | 12:48 | 05:06 | 03:46 | |
Force Staff | 2 | 5.26% | 8.7 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 29:43 | 22:59 | 22:59 | 36:26 | 36:26 | 36:26 | 13:27 | 09:57 | |
Pipe of Insight | 2 | 5.26% | 6.5 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 21:57 | 21:33 | 21:33 | 22:21 | 22:21 | 22:21 | 00:48 | 00:35 | |
Falcon Blade | 6 | 15.79% | 4.3 | 16.67% | -48.96% | +33.33% | -16.67% | 0.00% | 08:37 | 05:42 | 07:00 | 08:10 | 10:43 | 10:48 | 03:43 | 02:45 | |
Drum of Endurance | 1 | 2.63% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 00:00 | 00:00 |