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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 | |
Buckler | 59 | 45.04% | 100.0 | 74.58% | +42.64% | +18.75% | -21.25% | -5.44% | 29:42 | 18:41 | 26:08 | 29:46 | 33:29 | 41:57 | 07:21 | 05:26 | |
Satanic | 23 | 17.56% | 98.0 | 82.61% | +38.17% | +17.39% | -15.94% | -3.79% | 33:12 | 20:13 | 28:17 | 30:56 | 37:05 | 50:32 | 08:48 | 06:31 | |
Morbid Mask | 26 | 19.85% | 96.0 | 80.77% | +36.96% | +4.94% | -14.10% | -2.61% | 31:22 | 16:44 | 27:39 | 29:00 | 34:57 | 50:03 | 07:18 | 05:24 | |
Assault Cuirass | 54 | 41.22% | 94.0 | 74.07% | +39.01% | +18.79% | -12.53% | -4.69% | 30:47 | 20:28 | 27:38 | 30:48 | 34:19 | 42:15 | 06:41 | 04:57 | |
Skull Basher | 55 | 41.98% | 92.0 | 72.73% | +37.20% | +5.84% | +5.84% | 0.00% | 33:28 | 21:05 | 28:11 | 32:43 | 37:53 | 50:55 | 09:42 | 07:11 | |
Abyssal Blade | 49 | 37.40% | 90.0 | 73.47% | +35.67% | +9.86% | +18.20% | 0.91% | 35:40 | 25:39 | 31:02 | 34:51 | 40:09 | 52:56 | 09:07 | 06:45 | |
Blink Dagger | 16 | 12.21% | 88.0 | 81.25% | +34.29% | +18.75% | -31.25% | -3.69% | 35:57 | 24:20 | 26:40 | 33:44 | 40:14 | 56:03 | 13:34 | 10:02 | |
Black King Bar | 110 | 83.97% | 86.0 | 55.45% | +26.88% | +15.98% | -7.30% | -6.47% | 24:06 | 16:20 | 21:55 | 23:25 | 25:31 | 41:03 | 03:36 | 02:40 | |
Aghanim's Scepter | 122 | 93.13% | 84.0 | 54.10% | +42.99% | +20.09% | -27.43% | -16.58% | 18:01 | 13:37 | 15:59 | 17:13 | 18:51 | 29:50 | 02:52 | 02:07 | |
Soul Ring | 120 | 91.60% | 82.0 | 54.17% | +35.99% | +2.50% | -14.17% | -7.20% | 07:51 | 02:10 | 06:55 | 08:03 | 09:14 | 14:39 | 02:19 | 01:42 | |
Ring of Protection | 125 | 95.42% | 80.0 | 53.60% | +53.60% | -1.99% | -11.66% | -2.93% | 06:31 | -01:29 | 04:48 | 06:43 | 08:06 | 40:12 | 03:18 | 02:26 | |
Power Treads | 53 | 40.46% | 78.0 | 58.49% | +12.34% | +10.74% | +3.05% | -1.15% | 14:42 | 08:34 | 10:52 | 12:01 | 17:32 | 44:43 | 06:40 | 04:56 | |
Boots of Speed | 131 | 100.00% | 76.0 | 51.15% | +51.15% | +3.40% | -5.70% | -4.14% | 07:55 | -01:29 | 06:53 | 08:14 | 09:05 | 15:28 | 02:12 | 01:37 | |
Ring of Health | 131 | 100.00% | 74.0 | 51.15% | +51.15% | +6.43% | -17.82% | -22.73% | 03:38 | 01:21 | 02:49 | 03:15 | 03:53 | 09:04 | 01:04 | 00:47 | |
Vanguard | 127 | 96.95% | 72.0 | 51.18% | +1.18% | +8.20% | -19.93% | -16.39% | 07:00 | 04:09 | 05:54 | 06:35 | 07:37 | 12:37 | 01:43 | 01:16 | |
Quelling Blade | 123 | 93.89% | 70.0 | 49.59% | -25.41% | -1.20% | +5.25% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 02:47 | 00:00 | 00:00 | |
Magic Wand | 93 | 70.99% | 68.0 | 50.54% | -2.09% | -2.71% | -11.41% | -2.03% | 08:55 | -01:29 | 07:15 | 09:29 | 11:32 | 28:41 | 04:17 | 03:10 | |
Magic Stick | 106 | 80.92% | 66.0 | 48.11% | -15.89% | +11.15% | -13.49% | -17.60% | 01:50 | -01:29 | -01:29 | -01:28 | 02:53 | 17:54 | 04:22 | 03:14 | |
Chainmail | 48 | 36.64% | 64.0 | 50.00% | -1.81% | 0.00% | +16.67% | 4.53% | 12:35 | 01:59 | 09:19 | 10:28 | 13:00 | 30:07 | 03:41 | 02:43 | |
Wind Lace | 6 | 4.58% | 62.0 | 83.33% | +33.73% | +16.67% | +16.67% | 0.00% | 10:27 | 08:38 | 09:12 | 09:36 | 11:50 | 12:22 | 02:38 | 01:57 | |
Phase Boots | 47 | 35.88% | 60.0 | 48.94% | -3.44% | -23.94% | +9.39% | 11.05% | 13:07 | 07:04 | 10:22 | 11:14 | 13:23 | 28:06 | 03:01 | 02:14 | |
Hood of Defiance | 27 | 20.61% | 58.0 | 48.15% | -3.77% | -5.29% | -19.58% | -2.58% | 10:08 | 04:57 | 06:08 | 10:06 | 11:40 | 29:01 | 05:32 | 04:05 | |
Sange | 17 | 12.98% | 56.0 | 52.94% | +2.06% | -27.94% | -2.94% | 2.32% | 20:00 | 12:11 | 13:36 | 20:20 | 24:22 | 29:23 | 10:46 | 07:58 | |
Aghanim's Blessing | 6 | 4.58% | 54.0 | 66.67% | +16.27% | +33.33% | +33.33% | 0.00% | 51:22 | 47:37 | 50:20 | 50:26 | 53:38 | 54:30 | 03:18 | 02:26 | |
Void Stone | 12 | 9.16% | 52.0 | 50.00% | -1.26% | -16.67% | +50.00% | 5.17% | 25:27 | 12:21 | 16:18 | 20:42 | 29:12 | 47:35 | 12:54 | 09:33 | |
Yasha | 4 | 3.05% | 50.0 | 75.00% | +24.61% | +25.00% | -75.00% | 0.00% | 25:14 | 22:45 | 22:45 | 23:46 | 26:56 | 27:27 | 04:11 | 03:05 | |
Linken's Sphere | 4 | 3.05% | 48.0 | 75.00% | +24.61% | -75.00% | +25.00% | 0.00% | 37:24 | 25:54 | 25:54 | 37:24 | 38:35 | 47:43 | 12:41 | 09:23 | |
Swift Blink | 2 | 1.53% | 46.0 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 37:38 | 36:38 | 36:38 | 38:37 | 38:37 | 38:37 | 01:59 | 01:28 | |
Monkey King Bar | 2 | 1.53% | 44.0 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 48:11 | 38:37 | 38:37 | 57:45 | 57:45 | 57:45 | 19:08 | 14:10 | |
Javelin | 2 | 1.53% | 42.0 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 45:50 | 38:20 | 38:20 | 53:20 | 53:20 | 53:20 | 15:00 | 11:06 | |
Eternal Shroud | 7 | 5.34% | 40.0 | 57.14% | +6.33% | +42.86% | -7.14% | 0.00% | 28:07 | 14:22 | 20:31 | 26:24 | 27:09 | 50:55 | 06:38 | 04:54 | |
Aghanim's Shard | 12 | 9.16% | 38.0 | 41.67% | -10.43% | +25.00% | -8.34% | -3.30% | 27:43 | 15:53 | 17:19 | 21:46 | 27:26 | 58:18 | 10:07 | 07:29 | |
Lotus Orb | 6 | 4.58% | 36.0 | 50.00% | -1.20% | 0.00% | +50.00% | 0.00% | 19:50 | 15:42 | 16:05 | 18:07 | 20:50 | 29:14 | 04:45 | 03:31 | |
Heaven's Halberd | 10 | 7.63% | 34.0 | 40.00% | -12.07% | -40.00% | +10.00% | 4.34% | 23:29 | 15:09 | 18:23 | 21:53 | 29:54 | 31:46 | 11:31 | 08:31 | |
Sange and Yasha | 3 | 2.29% | 32.0 | 66.67% | +15.89% | +33.33% | 0.00% | 0.00% | 25:03 | 23:17 | 23:17 | 24:13 | 27:40 | 27:40 | 04:23 | 03:14 | |
Overwhelming Blink | 3 | 2.29% | 30.0 | 66.67% | +15.89% | +33.33% | 0.00% | 0.00% | 49:21 | 32:27 | 32:27 | 57:11 | 58:25 | 58:25 | 25:58 | 19:14 | |
Nullifier | 3 | 2.29% | 28.0 | 66.67% | +15.89% | -66.67% | 0.00% | 0.00% | 36:44 | 32:22 | 32:22 | 37:41 | 40:08 | 40:08 | 07:46 | 05:45 | |
Helm of Iron Will | 3 | 2.29% | 26.0 | 66.67% | +15.89% | -66.67% | 0.00% | 0.00% | 35:33 | 30:04 | 30:04 | 36:41 | 39:53 | 39:53 | 09:49 | 07:16 | |
Bracer | 4 | 3.05% | 24.0 | 50.00% | -1.18% | -50.00% | +50.00% | 0.00% | 02:10 | 00:56 | 00:56 | 01:46 | 02:01 | 03:55 | 01:05 | 00:48 | |
Bloodthorn | 1 | 0.76% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 0.76% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 | |
Mage Slayer | 1 | 0.76% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 | |
Crystalys | 2 | 1.53% | 16.0 | 50.00% | -1.16% | +50.00% | 0.00% | 0.00% | 50:55 | 50:16 | 50:16 | 51:34 | 51:34 | 51:34 | 01:18 | 00:57 | |
Daedalus | 2 | 1.53% | 14.0 | 50.00% | -1.16% | -50.00% | 0.00% | 0.00% | 55:39 | 55:18 | 55:18 | 56:00 | 56:00 | 56:00 | 00:42 | 00:31 | |
Ring of Basilius | 2 | 1.53% | 12.0 | 50.00% | -1.16% | +50.00% | 0.00% | 0.00% | 07:59 | 02:08 | 02:08 | 13:50 | 13:50 | 13:50 | 11:42 | 08:40 | |
Bottle | 6 | 4.58% | 10.0 | 16.67% | -36.13% | -16.67% | -16.67% | 0.00% | 01:38 | 01:11 | 01:33 | 01:33 | 01:45 | 02:10 | 00:12 | 00:08 | |
Bloodstone | 1 | 0.76% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 | |
Moon Shard | 2 | 1.53% | 6.0 | 0.00% | -51.94% | 0.00% | 0.00% | 0.00% | 44:42 | 43:38 | 43:38 | 45:46 | 45:46 | 45:46 | 02:08 | 01:34 | |
Eye of Skadi | 1 | 0.76% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 | |
Arcane Boots | 2 | 1.53% | 2.0 | 0.00% | -51.94% | 0.00% | 0.00% | 0.00% | 18:29 | 11:01 | 11:01 | 25:56 | 25:56 | 25:56 | 14:55 | 11:02 |