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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 | 22 | 44.90% | 100.0 | 77.27% | +40.23% | -27.27% | +22.73% | 9.55% | 09:05 | 01:27 | 04:47 | 07:19 | 10:01 | 30:44 | 05:14 | 03:52 | |
Guardian Greaves | 11 | 22.45% | 97.7 | 81.82% | +34.45% | -15.15% | +18.18% | 2.33% | 26:27 | 16:27 | 17:36 | 25:46 | 31:55 | 35:30 | 14:19 | 10:36 | |
Buckler | 12 | 24.49% | 95.3 | 75.00% | +26.35% | -8.33% | +25.00% | 2.95% | 24:22 | 12:32 | 17:08 | 25:09 | 28:27 | 34:20 | 11:19 | 08:22 | |
Orchid Malevolence | 7 | 14.29% | 93.0 | 85.71% | +35.71% | +14.29% | -35.71% | 0.00% | 13:50 | 10:54 | 11:48 | 13:28 | 13:52 | 19:01 | 02:04 | 01:31 | |
Black King Bar | 14 | 28.57% | 90.7 | 71.43% | +22.86% | -21.43% | -4.76% | 3.58% | 33:00 | 25:06 | 29:08 | 31:02 | 33:47 | 46:48 | 04:39 | 03:26 | |
Aghanim's Shard | 34 | 69.39% | 88.4 | 58.82% | +12.15% | +30.07% | -21.32% | -8.99% | 26:22 | 20:04 | 22:58 | 24:44 | 28:41 | 40:37 | 05:43 | 04:14 | |
Magic Stick | 32 | 65.31% | 86.0 | 59.38% | +12.32% | +15.62% | +15.62% | 0.00% | 05:15 | -01:29 | -01:29 | 03:49 | 07:45 | 30:44 | 09:14 | 06:50 | |
Boots of Speed | 49 | 100.00% | 83.7 | 55.10% | +55.10% | -5.10% | +3.23% | 3.42% | 06:34 | 03:13 | 04:15 | 05:24 | 06:41 | 21:10 | 02:26 | 01:48 | |
Blink Dagger | 43 | 87.76% | 81.4 | 55.81% | +5.81% | +16.92% | -10.36% | -6.68% | 22:41 | 13:21 | 19:45 | 21:23 | 23:50 | 41:32 | 04:05 | 03:01 | |
Quelling Blade | 39 | 79.59% | 79.1 | 56.41% | +6.41% | -6.41% | +13.59% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 | |
Aghanim's Scepter | 29 | 59.18% | 76.7 | 58.62% | +8.62% | +12.81% | -15.76% | -8.53% | 18:00 | 14:17 | 15:41 | 17:00 | 19:02 | 27:21 | 03:21 | 02:28 | |
Ring of Protection | 15 | 30.61% | 74.4 | 66.67% | +16.67% | -16.67% | +8.33% | 1.74% | 12:07 | -01:29 | 02:43 | 05:54 | 17:07 | 34:05 | 14:24 | 10:40 | |
Arcane Boots | 41 | 83.67% | 72.1 | 53.66% | -8.84% | +6.34% | -3.66% | -4.29% | 09:33 | 04:39 | 06:19 | 07:35 | 08:39 | 35:52 | 02:20 | 01:43 | |
Void Stone | 20 | 40.82% | 69.8 | 60.00% | +8.28% | 0.00% | +20.00% | 1.50% | 27:25 | 09:05 | 20:41 | 29:03 | 34:00 | 37:17 | 13:19 | 09:51 | |
Headdress | 18 | 36.73% | 67.4 | 61.11% | +9.50% | -1.11% | -11.11% | -2.31% | 11:19 | 01:57 | 07:28 | 09:20 | 11:48 | 29:43 | 04:20 | 03:12 | |
Chainmail | 16 | 32.65% | 65.1 | 62.50% | +10.98% | +12.50% | +12.50% | 0.00% | 13:29 | 07:28 | 08:49 | 09:30 | 12:34 | 34:19 | 03:45 | 02:46 | |
Mekansm | 16 | 32.65% | 62.8 | 62.50% | +10.98% | +12.50% | +12.50% | 0.00% | 16:16 | 09:37 | 11:02 | 12:15 | 19:22 | 34:19 | 08:20 | 06:10 | |
Ring of Health | 24 | 48.98% | 60.5 | 54.17% | -1.83% | +29.16% | +12.50% | -0.80% | 14:48 | 02:42 | 04:05 | 10:53 | 24:56 | 35:51 | 20:51 | 15:26 | |
Refresher Orb | 3 | 6.12% | 58.1 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 41:55 | 35:08 | 35:08 | 37:03 | 53:33 | 53:33 | 18:25 | 13:38 | |
Aeon Disk | 7 | 14.29% | 55.8 | 71.43% | +19.05% | +28.57% | -21.43% | 0.00% | 32:47 | 26:04 | 30:28 | 30:54 | 35:21 | 38:27 | 04:53 | 03:37 | |
Vanguard | 7 | 14.29% | 53.5 | 71.43% | +19.05% | +28.57% | +28.57% | 0.00% | 13:14 | 05:51 | 06:22 | 09:08 | 15:06 | 33:09 | 08:44 | 06:28 | |
Null Talisman | 21 | 42.86% | 51.2 | 47.62% | -13.09% | -7.62% | -27.62% | -17.65% | 01:40 | -01:29 | -01:28 | 01:49 | 02:36 | 07:50 | 04:04 | 03:00 | |
Soul Ring | 8 | 16.33% | 48.8 | 62.50% | +8.84% | -12.50% | -12.50% | 0.00% | 04:19 | 02:50 | 03:09 | 03:58 | 04:48 | 06:50 | 01:39 | 01:13 | |
Sange | 2 | 4.08% | 46.5 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 29:42 | 27:42 | 27:42 | 31:42 | 31:42 | 31:42 | 04:00 | 02:57 | |
Aether Lens | 2 | 4.08% | 44.2 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 26:33 | 20:30 | 20:30 | 32:35 | 32:35 | 32:35 | 12:05 | 08:57 | |
Shiva's Guard | 2 | 4.08% | 41.9 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 34:18 | 34:12 | 34:12 | 34:24 | 34:24 | 34:24 | 00:12 | 00:08 | |
Lotus Orb | 10 | 20.41% | 39.5 | 50.00% | -6.41% | +16.67% | +50.00% | 4.49% | 27:40 | 16:18 | 23:05 | 26:08 | 30:30 | 42:33 | 07:25 | 05:29 | |
Bottle | 19 | 38.78% | 37.2 | 36.84% | -29.83% | +23.16% | +3.16% | -20.00% | 02:30 | 01:16 | 01:53 | 02:18 | 02:46 | 04:37 | 00:53 | 00:39 | |
Ghost Scepter | 3 | 6.12% | 34.9 | 66.67% | +12.32% | +33.33% | 0.00% | 0.00% | 26:36 | 22:11 | 22:11 | 27:31 | 30:07 | 30:07 | 07:56 | 05:52 | |
Linken's Sphere | 1 | 2.04% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 2.04% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 00:00 | 00:00 | |
Octarine Core | 1 | 2.04% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 | |
Wind Lace | 1 | 2.04% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 00:00 | 00:00 | |
Power Treads | 1 | 2.04% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 | |
Kaya | 1 | 2.04% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 2.04% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 | |
Helm of Iron Will | 2 | 4.08% | 16.3 | 50.00% | -5.32% | -50.00% | 0.00% | 0.00% | 16:34 | 14:24 | 14:24 | 18:44 | 18:44 | 18:44 | 04:20 | 03:12 | |
Crimson Guard | 2 | 4.08% | 14.0 | 50.00% | -5.32% | -50.00% | 0.00% | 0.00% | 18:14 | 17:20 | 17:20 | 19:07 | 19:07 | 19:07 | 01:47 | 01:19 | |
Pipe of Insight | 3 | 6.12% | 11.6 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 23:28 | 15:44 | 15:44 | 23:08 | 31:33 | 31:33 | 15:49 | 11:42 | |
Fluffy Hat | 3 | 6.12% | 9.3 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 17:33 | 13:17 | 13:17 | 14:21 | 25:01 | 25:01 | 11:44 | 08:41 | |
Force Staff | 3 | 6.12% | 7.0 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 22:32 | 16:23 | 16:23 | 17:03 | 34:10 | 34:10 | 17:47 | 13:10 | |
Hood of Defiance | 6 | 12.24% | 4.7 | 16.67% | -43.80% | -16.67% | +83.33% | 0.00% | 14:42 | 10:25 | 10:53 | 12:36 | 13:01 | 28:16 | 02:08 | 01:34 | |
Scythe of Vyse | 2 | 4.08% | 2.3 | 0.00% | -57.45% | 0.00% | 0.00% | 0.00% | 38:19 | 36:56 | 36:56 | 39:42 | 39:42 | 39:42 | 02:46 | 02:02 |