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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 | |
Assault Cuirass | 9 | 30.00% | 100.0 | 88.89% | +46.03% | +11.11% | -38.89% | -4.89% | 36:35 | 29:19 | 30:59 | 36:04 | 41:12 | 44:56 | 10:13 | 07:34 | |
Buckler | 21 | 70.00% | 97.8 | 71.43% | +49.21% | -11.43% | +8.57% | 1.53% | 19:03 | 09:29 | 12:01 | 13:53 | 25:03 | 42:19 | 13:02 | 09:39 | |
Blink Dagger | 18 | 60.00% | 95.6 | 72.22% | +38.89% | +7.78% | +2.78% | -0.53% | 29:15 | 20:24 | 23:23 | 26:42 | 32:51 | 47:31 | 09:28 | 07:00 | |
Ring of Health | 4 | 13.33% | 93.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:08 | 11:23 | 11:23 | 33:58 | 39:38 | 1:03:32 | 28:15 | 20:55 | |
Aghanim's Shard | 25 | 83.33% | 91.1 | 64.00% | +44.00% | +19.33% | +2.67% | -2.16% | 23:47 | 15:26 | 19:00 | 20:18 | 26:43 | 50:49 | 07:43 | 05:42 | |
Ring of Protection | 28 | 93.33% | 88.9 | 60.71% | +60.71% | +10.72% | -3.57% | -2.18% | 08:47 | 01:22 | 05:09 | 07:58 | 11:42 | 25:03 | 06:33 | 04:51 | |
Phase Boots | 28 | 93.33% | 86.7 | 60.71% | +60.71% | +10.72% | -3.57% | -5.60% | 08:33 | 05:21 | 06:56 | 08:17 | 09:29 | 12:48 | 02:33 | 01:53 | |
Chainmail | 29 | 96.67% | 84.4 | 58.62% | +58.62% | +12.81% | -15.76% | -8.66% | 07:22 | 03:01 | 05:26 | 06:42 | 08:44 | 15:34 | 03:18 | 02:26 | |
Ring of Basilius | 15 | 50.00% | 82.2 | 66.67% | +20.00% | -16.67% | +33.33% | 18.29% | 12:03 | 09:01 | 09:53 | 12:05 | 12:37 | 18:51 | 02:44 | 02:01 | |
Vladmir's Offering | 15 | 50.00% | 80.0 | 66.67% | +20.00% | +8.33% | +33.33% | 12.61% | 15:38 | 13:07 | 13:51 | 15:14 | 15:50 | 19:59 | 01:59 | 01:28 | |
Wraith Pact | 15 | 50.00% | 77.8 | 66.67% | +20.00% | -16.67% | +8.33% | 7.98% | 18:37 | 15:24 | 16:57 | 17:55 | 20:05 | 22:19 | 03:08 | 02:19 | |
Morbid Mask | 15 | 50.00% | 75.6 | 66.67% | +20.00% | +8.33% | +8.33% | 0.00% | 14:41 | 10:30 | 13:23 | 14:32 | 15:50 | 18:51 | 02:27 | 01:48 | |
Quelling Blade | 27 | 90.00% | 73.3 | 59.26% | +25.93% | +26.45% | -2.12% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 | |
Bracer | 19 | 63.33% | 71.1 | 63.16% | +17.71% | -23.16% | +16.84% | 27.91% | 03:09 | 01:24 | 01:47 | 02:30 | 03:13 | 12:08 | 01:26 | 01:03 | |
Aghanim's Scepter | 6 | 20.00% | 68.9 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 30:39 | 23:47 | 27:59 | 28:56 | 33:33 | 36:41 | 05:34 | 04:07 | |
Boots of Speed | 30 | 100.00% | 66.7 | 56.67% | +56.67% | +30.83% | -28.10% | -22.52% | 04:06 | 02:00 | 02:42 | 03:44 | 05:19 | 09:02 | 02:37 | 01:56 | |
Magic Stick | 28 | 93.33% | 64.4 | 57.14% | +7.14% | +14.29% | -14.28% | -11.90% | 01:58 | -01:29 | -01:29 | -01:28 | 03:53 | 09:20 | 05:22 | 03:58 | |
Soul Ring | 20 | 66.67% | 62.2 | 60.00% | +10.00% | 0.00% | 0.00% | 0.00% | 07:01 | 02:33 | 04:56 | 07:46 | 08:48 | 11:37 | 03:52 | 02:51 | |
Falcon Blade | 10 | 33.33% | 60.0 | 70.00% | +20.00% | -36.67% | +30.00% | 17.54% | 08:39 | 04:35 | 06:52 | 08:15 | 10:40 | 11:54 | 03:48 | 02:48 | |
Magic Wand | 23 | 76.67% | 57.8 | 56.52% | -0.62% | +10.15% | -6.52% | -4.74% | 08:14 | 03:16 | 06:26 | 09:05 | 09:57 | 13:49 | 03:31 | 02:36 | |
Desolator | 7 | 23.33% | 55.6 | 71.43% | +19.26% | -21.43% | -21.43% | 0.00% | 23:10 | 15:23 | 17:52 | 25:47 | 26:05 | 30:48 | 08:13 | 06:05 | |
Fluffy Hat | 14 | 46.67% | 53.3 | 57.14% | +0.89% | +17.86% | -23.81% | -9.29% | 08:58 | 02:56 | 06:17 | 08:48 | 10:46 | 21:46 | 04:29 | 03:19 | |
Black King Bar | 17 | 56.67% | 51.1 | 52.94% | -8.60% | -27.94% | -27.94% | 0.00% | 24:59 | 15:45 | 19:27 | 24:21 | 31:49 | 34:42 | 12:22 | 09:09 | |
Blight Stone | 8 | 26.67% | 48.9 | 62.50% | +7.95% | +37.50% | -12.50% | -4.21% | 23:15 | 09:35 | 15:13 | 24:42 | 27:05 | 35:17 | 11:52 | 08:47 | |
Void Stone | 2 | 6.67% | 46.7 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 36:48 | 33:58 | 33:58 | 39:38 | 39:38 | 39:38 | 05:40 | 04:11 | |
Vanguard | 2 | 6.67% | 44.4 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 37:38 | 11:44 | 11:44 | 1:03:32 | 1:03:32 | 1:03:32 | 51:48 | 38:22 | |
Sange | 7 | 23.33% | 42.2 | 57.14% | +0.62% | -7.14% | +42.86% | 0.00% | 29:08 | 14:47 | 24:07 | 25:42 | 26:38 | 48:01 | 02:31 | 01:51 | |
Heaven's Halberd | 7 | 23.33% | 40.0 | 57.14% | +0.62% | -7.14% | +42.86% | 0.00% | 31:04 | 17:25 | 25:25 | 29:18 | 29:38 | 49:34 | 04:13 | 03:07 | |
Skull Basher | 3 | 10.00% | 37.8 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 45:31 | 37:49 | 37:49 | 40:36 | 58:09 | 58:09 | 20:20 | 15:03 | |
Echo Sabre | 3 | 10.00% | 35.6 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 15:03 | 13:34 | 13:34 | 15:30 | 16:06 | 16:06 | 02:32 | 01:52 | |
Helm of Iron Will | 1 | 3.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:23 | 13:23 | 13:23 | 13:23 | 13:23 | 13:23 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 3.33% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 3.33% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 | |
Crimson Guard | 1 | 3.33% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.33% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 3.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:22 | 1:04:22 | 1:04:22 | 1:04:22 | 1:04:22 | 1:04:22 | 00:00 | 00:00 | |
Orb of Venom | 1 | 3.33% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 | |
Mage Slayer | 2 | 6.67% | 15.6 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 30:58 | 25:56 | 25:56 | 35:59 | 35:59 | 35:59 | 10:03 | 07:26 | |
Wind Lace | 2 | 6.67% | 13.3 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 08:31 | 06:22 | 06:22 | 10:40 | 10:40 | 10:40 | 04:18 | 03:11 | |
Holy Locket | 1 | 3.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 | |
Force Staff | 1 | 3.33% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 | |
Headdress | 2 | 6.67% | 6.7 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 15:23 | 13:49 | 13:49 | 16:57 | 16:57 | 16:57 | 03:08 | 02:19 | |
Mekansm | 1 | 3.33% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 | |
Arcane Boots | 1 | 3.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:03 | 10:03 | 10:03 | 10:03 | 10:03 | 10:03 | 00:00 | 00:00 |