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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 | |
Aghanim's Shard | 25 | 34.72% | 100.0 | 60.00% | +25.96% | +6.67% | +6.67% | 0.00% | 24:09 | 15:45 | 18:51 | 22:26 | 26:59 | 47:07 | 08:08 | 06:01 | |
Magic Wand | 55 | 76.39% | 97.8 | 45.45% | +10.16% | +11.69% | -2.59% | -3.43% | 13:12 | 06:44 | 10:00 | 11:44 | 14:10 | 35:19 | 04:10 | 03:05 | |
Tranquil Boots | 69 | 95.83% | 95.7 | 43.48% | +10.15% | -19.95% | +3.58% | 4.53% | 09:51 | 03:00 | 06:40 | 08:49 | 11:52 | 34:34 | 05:12 | 03:51 | |
Wind Lace | 72 | 100.00% | 93.5 | 43.06% | +43.06% | +1.38% | -15.28% | -3.62% | 03:09 | -01:29 | -01:29 | 02:44 | 06:05 | 27:47 | 07:34 | 05:36 | |
Boots of Speed | 72 | 100.00% | 91.3 | 43.06% | +43.06% | -4.17% | +12.50% | 2.83% | 04:23 | -01:30 | -01:28 | 05:46 | 07:21 | 17:35 | 08:49 | 06:31 | |
Magic Stick | 67 | 93.06% | 89.1 | 41.79% | -18.21% | +11.15% | -0.61% | -1.62% | 04:54 | -01:29 | 01:45 | 04:15 | 09:01 | 17:24 | 07:16 | 05:22 | |
Drum of Endurance | 16 | 22.22% | 87.0 | 56.25% | +16.96% | -6.25% | -6.25% | 0.00% | 19:13 | 14:30 | 16:57 | 18:37 | 19:23 | 27:27 | 02:26 | 01:48 | |
Fluffy Hat | 37 | 51.39% | 84.8 | 40.54% | -5.17% | +3.90% | -18.32% | -2.97% | 18:35 | 09:21 | 13:35 | 15:41 | 21:04 | 51:38 | 07:29 | 05:32 | |
Ghost Scepter | 9 | 12.50% | 82.6 | 55.56% | +14.29% | +44.44% | -5.56% | -9.29% | 35:44 | 24:22 | 30:01 | 33:13 | 35:24 | 55:26 | 05:23 | 03:59 | |
Boots of Bearing | 4 | 5.56% | 80.4 | 75.00% | +33.82% | +25.00% | -75.00% | 0.00% | 29:57 | 25:32 | 25:32 | 29:59 | 31:31 | 32:47 | 05:59 | 04:25 | |
Crown | 4 | 5.56% | 78.3 | 75.00% | +33.82% | +25.00% | -75.00% | 0.00% | 27:58 | 22:44 | 22:44 | 23:33 | 29:08 | 36:28 | 06:24 | 04:44 | |
Force Staff | 24 | 33.33% | 76.1 | 37.50% | -8.33% | -4.17% | -20.83% | -1.84% | 28:04 | 16:09 | 22:43 | 25:48 | 31:45 | 51:38 | 09:02 | 06:41 | |
Bracer | 14 | 19.44% | 73.9 | 42.86% | -0.24% | -17.86% | +23.81% | 7.69% | 16:11 | 08:59 | 12:09 | 14:38 | 17:34 | 28:43 | 05:25 | 04:00 | |
Aghanim's Scepter | 8 | 11.11% | 71.7 | 50.00% | +7.81% | 0.00% | -50.00% | -4.52% | 42:47 | 31:46 | 33:07 | 35:20 | 44:11 | 1:09:47 | 11:04 | 08:11 | |
Sange | 5 | 6.94% | 69.6 | 60.00% | +18.21% | +40.00% | -60.00% | -12.05% | 26:52 | 19:18 | 19:18 | 25:23 | 27:36 | 37:27 | 08:18 | 06:08 | |
Heaven's Halberd | 5 | 6.94% | 67.4 | 60.00% | +18.21% | +40.00% | -60.00% | -9.45% | 33:47 | 26:58 | 26:58 | 33:36 | 37:33 | 40:43 | 10:35 | 07:50 | |
Ring of Protection | 24 | 33.33% | 65.2 | 33.33% | -14.59% | +16.67% | -33.33% | -6.16% | 11:12 | -01:29 | 03:44 | 09:18 | 11:51 | 58:03 | 08:07 | 06:00 | |
Void Stone | 12 | 16.67% | 63.0 | 41.67% | -1.66% | -8.34% | +25.00% | 2.23% | 24:23 | 08:40 | 15:18 | 18:28 | 30:17 | 45:44 | 14:59 | 11:05 | |
Urn of Shadows | 16 | 22.22% | 60.9 | 37.50% | -7.14% | +12.50% | -12.50% | -7.77% | 12:40 | 03:52 | 10:29 | 12:25 | 13:42 | 20:48 | 03:13 | 02:22 | |
Ring of Health | 6 | 8.33% | 58.7 | 50.00% | +7.58% | 0.00% | -50.00% | -2.69% | 30:18 | 20:59 | 22:33 | 25:42 | 41:09 | 43:05 | 18:36 | 13:46 | |
Glimmer Cape | 3 | 4.17% | 56.5 | 66.67% | +24.64% | -66.67% | 0.00% | 0.00% | 34:56 | 30:48 | 30:48 | 34:51 | 39:08 | 39:08 | 08:20 | 06:10 | |
Eul's Scepter of Divinity | 3 | 4.17% | 54.3 | 66.67% | +24.64% | -66.67% | 0.00% | 0.00% | 32:30 | 21:18 | 21:18 | 30:28 | 45:44 | 45:44 | 24:26 | 18:05 | |
Lotus Orb | 3 | 4.17% | 52.2 | 66.67% | +24.64% | +33.33% | 0.00% | 0.00% | 34:42 | 28:30 | 28:30 | 34:20 | 41:17 | 41:17 | 12:47 | 09:28 | |
Quelling Blade | 4 | 5.56% | 50.0 | 50.00% | +7.35% | -50.00% | +50.00% | 0.00% | 08:44 | 00:14 | 00:14 | 08:26 | 09:12 | 17:03 | 08:58 | 06:38 | |
Ethereal Blade | 1 | 1.39% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 00:00 | 00:00 | |
Kaya | 1 | 1.39% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 00:00 | 00:00 | |
Helm of the Dominator | 1 | 1.39% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.39% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 | |
Veil of Discord | 1 | 1.39% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 | |
Black King Bar | 5 | 6.94% | 37.0 | 40.00% | -3.28% | -40.00% | -40.00% | 0.00% | 37:48 | 30:48 | 30:48 | 34:07 | 41:50 | 48:29 | 11:02 | 08:10 | |
Spirit Vessel | 5 | 6.94% | 34.8 | 40.00% | -3.28% | +60.00% | -40.00% | -13.10% | 22:48 | 17:29 | 17:29 | 23:24 | 25:07 | 25:14 | 07:38 | 05:39 | |
Solar Crest | 2 | 2.78% | 32.6 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 34:05 | 31:01 | 31:01 | 37:09 | 37:09 | 37:09 | 06:08 | 04:32 | |
Blink Dagger | 2 | 2.78% | 30.4 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 34:37 | 29:32 | 29:32 | 39:42 | 39:42 | 39:42 | 10:10 | 07:31 | |
Null Talisman | 2 | 2.78% | 28.3 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 32:13 | 13:46 | 13:46 | 50:40 | 50:40 | 50:40 | 36:54 | 27:20 | |
Hood of Defiance | 2 | 2.78% | 26.1 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 22:27 | 22:10 | 22:10 | 22:43 | 22:43 | 22:43 | 00:33 | 00:24 | |
Ring of Basilius | 3 | 4.17% | 23.9 | 33.33% | -10.15% | +66.67% | 0.00% | 0.00% | 41:15 | 23:33 | 23:33 | 42:09 | 58:03 | 58:03 | 34:30 | 25:33 | |
Medallion of Courage | 4 | 5.56% | 21.7 | 25.00% | -19.12% | -25.00% | -25.00% | 0.00% | 25:47 | 21:11 | 21:11 | 21:50 | 26:30 | 33:37 | 05:19 | 03:56 | |
Soul Ring | 4 | 5.56% | 19.6 | 25.00% | -19.12% | +75.00% | -25.00% | 0.00% | 11:54 | 09:56 | 09:56 | 10:28 | 10:56 | 16:16 | 01:00 | 00:44 | |
Blight Stone | 4 | 5.56% | 17.4 | 25.00% | -19.12% | -25.00% | -25.00% | 0.00% | 24:56 | 17:45 | 17:45 | 21:50 | 26:30 | 33:37 | 08:45 | 06:28 | |
Chainmail | 5 | 6.94% | 15.2 | 20.00% | -24.78% | -20.00% | -20.00% | 0.00% | 24:01 | 18:48 | 18:48 | 21:11 | 26:30 | 33:37 | 07:42 | 05:42 | |
Orchid Malevolence | 5 | 6.94% | 13.0 | 20.00% | -24.78% | +80.00% | -20.00% | -14.93% | 23:03 | 18:19 | 18:19 | 23:18 | 25:01 | 25:26 | 06:42 | 04:57 | |
Aeon Disk | 2 | 2.78% | 10.9 | 0.00% | -44.29% | 0.00% | 0.00% | 0.00% | 54:17 | 52:28 | 52:28 | 56:06 | 56:06 | 56:06 | 03:38 | 02:41 | |
Buckler | 2 | 2.78% | 8.7 | 0.00% | -44.29% | 0.00% | 0.00% | 0.00% | 50:06 | 42:08 | 42:08 | 58:03 | 58:03 | 58:03 | 15:55 | 11:47 | |
Vladmir's Offering | 2 | 2.78% | 6.5 | 0.00% | -44.29% | 0.00% | 0.00% | 0.00% | 50:38 | 43:13 | 43:13 | 58:03 | 58:03 | 58:03 | 14:50 | 10:59 | |
Morbid Mask | 2 | 2.78% | 4.3 | 0.00% | -44.29% | 0.00% | 0.00% | 0.00% | 50:06 | 42:09 | 42:09 | 58:03 | 58:03 | 58:03 | 15:54 | 11:46 | |
Linken's Sphere | 1 | 1.39% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |