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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 | 20 | 86.96% | 100.0 | 50.00% | +50.00% | -10.00% | +10.00% | 2.45% | 08:04 | -01:29 | 03:19 | 07:27 | 11:29 | 32:45 | 08:10 | 06:02 | |
Magic Stick | 18 | 78.26% | 97.9 | 50.00% | +30.00% | -10.00% | +25.00% | 7.53% | 03:02 | -01:29 | -01:29 | 02:06 | 06:08 | 12:03 | 07:37 | 05:38 | |
Aghanim's Shard | 13 | 56.52% | 95.7 | 53.85% | +23.85% | +12.82% | +12.82% | 0.00% | 22:52 | 15:01 | 18:53 | 22:21 | 25:05 | 32:57 | 06:12 | 04:35 | |
Boots of Speed | 23 | 100.00% | 93.6 | 43.48% | +43.48% | -10.15% | +6.52% | 7.81% | 05:23 | 02:00 | 04:00 | 05:13 | 06:08 | 14:21 | 02:08 | 01:34 | |
Phase Boots | 12 | 52.17% | 91.5 | 50.00% | +13.64% | -16.67% | +16.67% | 26.32% | 09:30 | 05:34 | 08:30 | 08:54 | 09:46 | 17:09 | 01:16 | 00:56 | |
Chainmail | 13 | 56.52% | 89.4 | 46.15% | +6.15% | -12.82% | +20.52% | 18.19% | 09:41 | 05:06 | 07:28 | 08:28 | 09:18 | 21:46 | 01:50 | 01:21 | |
Blight Stone | 7 | 30.43% | 87.2 | 57.14% | +19.64% | -7.14% | -7.14% | 0.00% | 13:34 | 01:56 | 03:13 | 09:41 | 21:44 | 30:36 | 18:31 | 13:42 | |
Black King Bar | 11 | 47.83% | 85.1 | 45.45% | +3.78% | +21.22% | -12.12% | -11.84% | 20:01 | 16:19 | 17:03 | 17:55 | 19:52 | 29:15 | 02:49 | 02:05 | |
Ring of Protection | 15 | 65.22% | 83.0 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 08:03 | 01:40 | 02:36 | 04:48 | 07:15 | 36:04 | 04:39 | 03:26 | |
Blink Dagger | 8 | 34.78% | 80.9 | 50.00% | +10.00% | 0.00% | 0.00% | 0.00% | 24:04 | 18:08 | 20:38 | 21:43 | 25:45 | 33:44 | 05:07 | 03:47 | |
Bracer | 8 | 34.78% | 78.7 | 50.00% | +10.00% | 0.00% | -50.00% | -45.45% | 02:21 | 01:21 | 01:22 | 02:18 | 02:28 | 03:55 | 01:06 | 00:48 | |
Aghanim's Scepter | 5 | 21.74% | 76.6 | 60.00% | +21.11% | +40.00% | -60.00% | -23.26% | 26:34 | 24:12 | 24:12 | 25:17 | 28:30 | 30:01 | 04:18 | 03:11 | |
Quelling Blade | 9 | 39.13% | 74.5 | 44.44% | +1.58% | +5.56% | -44.44% | 0.00% | 02:41 | -01:29 | -01:29 | -01:29 | -01:29 | 36:04 | 00:00 | 00:00 | |
Soul Ring | 13 | 56.52% | 72.3 | 38.46% | -11.54% | -5.13% | -5.13% | 0.00% | 06:47 | 02:31 | 03:16 | 05:07 | 07:44 | 17:39 | 04:28 | 03:18 | |
Buckler | 3 | 13.04% | 70.2 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 26:49 | 18:41 | 18:41 | 27:28 | 34:18 | 34:18 | 15:37 | 11:34 | |
Orb of Venom | 3 | 13.04% | 68.1 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 01:23 | -01:29 | -01:29 | 02:25 | 03:13 | 03:13 | 04:42 | 03:28 | |
Desolator | 3 | 13.04% | 66.0 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 25:53 | 22:04 | 22:04 | 24:58 | 30:36 | 30:36 | 08:32 | 06:19 | |
Ring of Health | 4 | 17.39% | 63.8 | 50.00% | +7.89% | -50.00% | -50.00% | 0.00% | 28:47 | 18:22 | 18:22 | 22:06 | 33:31 | 41:10 | 15:09 | 11:13 | |
Fluffy Hat | 9 | 39.13% | 61.7 | 33.33% | -16.67% | +16.67% | -33.33% | -7.65% | 10:06 | 03:13 | 06:07 | 10:50 | 12:39 | 15:45 | 06:32 | 04:50 | |
Headdress | 9 | 39.13% | 59.6 | 33.33% | -16.67% | +16.67% | -33.33% | -3.43% | 11:39 | -01:29 | -01:29 | 13:41 | 16:04 | 19:59 | 17:33 | 13:00 | |
Heaven's Halberd | 1 | 4.35% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 00:00 | 00:00 | |
Crystalys | 1 | 4.35% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 | |
Daedalus | 1 | 4.35% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 | |
Wraith Pact | 1 | 4.35% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.35% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 4.35% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.35% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 | |
Holy Locket | 7 | 30.43% | 42.6 | 28.57% | -21.43% | +21.43% | -28.57% | -21.43% | 15:58 | 13:11 | 13:30 | 15:49 | 15:50 | 21:01 | 02:20 | 01:43 | |
Arcane Boots | 7 | 30.43% | 40.4 | 28.57% | -21.43% | +71.43% | -28.57% | -58.82% | 11:38 | 08:17 | 10:04 | 10:47 | 11:46 | 17:19 | 01:42 | 01:15 | |
Void Stone | 2 | 8.70% | 38.3 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 37:21 | 33:31 | 33:31 | 41:10 | 41:10 | 41:10 | 07:39 | 05:40 | |
Orb of Corrosion | 2 | 8.70% | 36.2 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 05:00 | 03:13 | 03:13 | 06:47 | 06:47 | 06:47 | 03:34 | 02:38 | |
Spirit Vessel | 2 | 8.70% | 34.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 14:35 | 13:07 | 13:07 | 16:02 | 16:02 | 16:02 | 02:55 | 02:09 | |
Echo Sabre | 2 | 8.70% | 31.9 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 12:27 | 12:17 | 12:17 | 12:36 | 12:36 | 12:36 | 00:19 | 00:14 | |
Hood of Defiance | 2 | 8.70% | 29.8 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 20:18 | 18:29 | 18:29 | 22:06 | 22:06 | 22:06 | 03:37 | 02:40 | |
Sange | 2 | 8.70% | 27.7 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 36:56 | 36:20 | 36:20 | 37:31 | 37:31 | 37:31 | 01:11 | 00:52 | |
Assault Cuirass | 2 | 8.70% | 25.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 31:06 | 27:44 | 27:44 | 34:27 | 34:27 | 34:27 | 06:43 | 04:58 | |
Urn of Shadows | 3 | 13.04% | 23.4 | 33.33% | -11.67% | -33.33% | 0.00% | 0.00% | 08:49 | 04:02 | 04:02 | 10:29 | 11:57 | 11:57 | 07:55 | 05:51 | |
Skull Basher | 3 | 13.04% | 21.3 | 33.33% | -11.67% | +66.67% | 0.00% | 0.00% | 27:28 | 26:26 | 26:26 | 27:44 | 28:15 | 28:15 | 01:49 | 01:20 | |
Drum of Endurance | 1 | 4.35% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 00:00 | 00:00 | |
Radiance | 1 | 4.35% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 | |
Lotus Orb | 1 | 4.35% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 | |
Mekansm | 1 | 4.35% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 | |
Wind Lace | 1 | 4.35% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 4.35% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 | |
Force Staff | 1 | 4.35% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 | |
Mage Slayer | 2 | 8.70% | 4.3 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 20:40 | 13:00 | 13:00 | 28:20 | 28:20 | 28:20 | 15:20 | 11:21 | |
Divine Rapier | 1 | 4.35% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |