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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 | |
Hurricane Pike | 26 | 60.47% | 100.0 | 80.77% | +51.36% | +4.94% | -30.77% | -3.38% | 29:34 | 17:19 | 23:44 | 26:31 | 34:18 | 59:26 | 10:34 | 07:49 | |
Force Staff | 26 | 60.47% | 97.8 | 80.77% | +51.36% | +4.94% | -30.77% | -3.38% | 29:05 | 16:23 | 23:18 | 25:49 | 33:51 | 59:04 | 10:33 | 07:48 | |
Fluffy Hat | 26 | 60.47% | 95.6 | 80.77% | +51.36% | +4.94% | -30.77% | -3.23% | 28:55 | 15:58 | 22:47 | 25:49 | 33:51 | 59:03 | 11:04 | 08:11 | |
Daedalus | 24 | 55.81% | 93.3 | 75.00% | +32.89% | +8.33% | -25.00% | -8.47% | 30:35 | 22:51 | 27:21 | 29:38 | 31:17 | 52:41 | 03:56 | 02:54 | |
Swift Blink | 14 | 32.56% | 91.1 | 78.57% | +26.85% | +21.43% | -11.90% | -3.53% | 38:38 | 30:07 | 35:16 | 37:17 | 44:42 | 46:56 | 09:26 | 06:59 | |
Black King Bar | 40 | 93.02% | 88.9 | 65.00% | +65.00% | -5.00% | +5.00% | 2.23% | 24:25 | 17:12 | 21:13 | 23:49 | 25:42 | 38:11 | 04:29 | 03:19 | |
Dragon Lance | 41 | 95.35% | 86.7 | 63.41% | +63.41% | -3.41% | -3.41% | 0.00% | 11:57 | 09:05 | 10:09 | 10:46 | 11:51 | 30:17 | 01:42 | 01:15 | |
Blight Stone | 42 | 97.67% | 84.4 | 61.90% | +61.90% | +1.74% | +18.10% | 1.88% | 07:28 | -01:29 | 02:33 | 06:33 | 11:16 | 16:28 | 08:43 | 06:27 | |
Magic Stick | 31 | 72.09% | 82.2 | 64.52% | +14.52% | -2.02% | -2.02% | 0.00% | 01:43 | -01:29 | -01:29 | -01:28 | 03:11 | 17:14 | 04:40 | 03:27 | |
Desolator | 41 | 95.35% | 80.0 | 60.98% | +10.98% | +9.02% | -20.98% | -10.71% | 15:46 | 10:06 | 13:56 | 15:44 | 16:44 | 30:12 | 02:48 | 02:04 | |
Boots of Speed | 43 | 100.00% | 77.8 | 60.47% | +60.47% | -5.92% | -15.02% | -3.82% | 03:30 | -01:29 | 02:24 | 03:28 | 04:47 | 06:37 | 02:23 | 01:45 | |
Power Treads | 43 | 100.00% | 75.6 | 60.47% | +60.47% | +12.26% | -5.92% | -16.04% | 06:25 | 04:50 | 05:50 | 06:09 | 06:58 | 08:18 | 01:08 | 00:50 | |
Wraith Band | 12 | 27.91% | 73.3 | 75.00% | +20.16% | -8.33% | +25.00% | 33.33% | 01:46 | 00:27 | 01:12 | 01:42 | 02:00 | 02:39 | 00:48 | 00:35 | |
Crystalys | 36 | 83.72% | 71.1 | 61.11% | +3.97% | +16.67% | -38.89% | -12.26% | 25:53 | 12:47 | 23:58 | 25:27 | 28:30 | 50:20 | 04:32 | 03:21 | |
Quelling Blade | 27 | 62.79% | 68.9 | 62.96% | +6.71% | -34.39% | +22.75% | 57.14% | 00:12 | -01:29 | -01:29 | -01:29 | -01:28 | 12:53 | 00:01 | 00:00 | |
Blink Dagger | 33 | 76.74% | 66.7 | 60.61% | +0.61% | +14.39% | -10.61% | -5.54% | 18:51 | 09:44 | 16:04 | 18:48 | 20:35 | 27:11 | 04:31 | 03:20 | |
Aghanim's Shard | 23 | 53.49% | 64.4 | 60.87% | +0.87% | +22.46% | -10.87% | -3.58% | 23:13 | 15:01 | 16:54 | 19:03 | 26:12 | 59:29 | 09:18 | 06:53 | |
Magic Wand | 28 | 65.12% | 62.2 | 57.14% | -9.53% | -28.57% | 0.00% | 7.23% | 05:48 | -01:29 | 03:34 | 05:32 | 07:31 | 18:02 | 03:57 | 02:55 | |
Bottle | 13 | 30.23% | 60.0 | 61.54% | +1.54% | +5.13% | +5.13% | 0.00% | 01:57 | 01:24 | 01:26 | 01:41 | 01:44 | 03:48 | 00:18 | 00:13 | |
Ring of Basilius | 9 | 20.93% | 57.8 | 55.56% | -6.20% | -5.56% | -55.56% | -17.86% | 06:13 | 02:46 | 04:56 | 06:18 | 07:44 | 08:21 | 02:48 | 02:04 | |
Nullifier | 2 | 4.65% | 55.6 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 40:35 | 36:51 | 36:51 | 44:18 | 44:18 | 44:18 | 07:27 | 05:31 | |
Moon Shard | 2 | 4.65% | 53.3 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 58:37 | 54:19 | 54:19 | 1:02:54 | 1:02:54 | 1:02:54 | 08:35 | 06:21 | |
Void Stone | 9 | 20.93% | 51.1 | 44.44% | -20.27% | +55.56% | +5.56% | -5.04% | 37:33 | 24:23 | 30:48 | 38:43 | 40:43 | 49:09 | 09:55 | 07:20 | |
Silver Edge | 6 | 13.95% | 48.9 | 50.00% | -12.16% | +50.00% | -50.00% | 0.00% | 30:33 | 23:08 | 26:53 | 29:38 | 33:26 | 38:19 | 06:33 | 04:51 | |
Refresher Orb | 3 | 6.98% | 46.7 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 44:48 | 35:23 | 35:23 | 49:09 | 49:52 | 49:52 | 14:29 | 10:43 | |
Aghanim's Scepter | 3 | 6.98% | 44.4 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 | |
Ring of Health | 7 | 16.28% | 42.2 | 42.86% | -21.03% | +7.14% | +7.14% | 0.00% | 40:37 | 30:47 | 35:47 | 39:22 | 40:43 | 49:51 | 04:56 | 03:39 | |
Shadow Blade | 7 | 16.28% | 40.0 | 42.86% | -21.03% | +57.14% | -42.86% | 0.00% | 32:52 | 22:57 | 26:23 | 31:23 | 33:01 | 48:35 | 06:38 | 04:54 | |
Scythe of Vyse | 4 | 9.30% | 37.8 | 50.00% | -11.54% | +50.00% | -50.00% | 0.00% | 34:31 | 24:23 | 24:23 | 34:38 | 37:11 | 41:50 | 12:48 | 09:28 | |
Bloodthorn | 1 | 2.33% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 00:00 | 00:00 | |
Wind Lace | 1 | 2.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 2.33% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.33% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 | |
Mage Slayer | 1 | 2.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 00:00 | 00:00 | |
Boots of Travel | 1 | 2.33% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 | |
Butterfly | 1 | 2.33% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 2.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.33% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 00:00 | 00:00 | |
Satanic | 1 | 2.33% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 | |
Monkey King Bar | 5 | 11.63% | 13.3 | 40.00% | -23.16% | -40.00% | -40.00% | 0.00% | 37:03 | 33:03 | 33:03 | 34:09 | 40:15 | 44:44 | 07:12 | 05:20 | |
Linken's Sphere | 5 | 11.63% | 11.1 | 40.00% | -23.16% | +60.00% | +60.00% | 0.00% | 37:20 | 31:16 | 31:16 | 38:58 | 39:28 | 40:43 | 08:12 | 06:04 | |
Javelin | 7 | 16.28% | 8.9 | 28.57% | -38.10% | -28.57% | -28.57% | 0.00% | 34:55 | 15:38 | 30:40 | 33:13 | 33:48 | 53:48 | 03:08 | 02:19 | |
Maelstrom | 1 | 2.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 | |
Mjollnir | 1 | 2.33% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 | |
Revenant's Brooch | 1 | 2.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |