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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 | 29 | 20.86% | 100.0 | 75.86% | +32.22% | +9.85% | -18.72% | -2.05% | 31:27 | 17:25 | 23:28 | 31:44 | 37:26 | 55:30 | 13:58 | 10:20 | |
Assault Cuirass | 26 | 18.71% | 98.2 | 76.92% | +32.67% | +8.79% | -26.92% | -2.71% | 31:27 | 18:31 | 24:40 | 30:51 | 37:52 | 44:21 | 13:12 | 09:46 | |
Solar Crest | 6 | 4.32% | 96.4 | 100.00% | +51.88% | 0.00% | 0.00% | 0.00% | 22:19 | 17:39 | 18:39 | 20:43 | 27:46 | 27:56 | 09:07 | 06:45 | |
Abyssal Blade | 27 | 19.42% | 94.6 | 70.37% | +24.83% | +1.06% | +1.06% | 0.00% | 37:56 | 26:11 | 31:23 | 39:30 | 42:41 | 58:18 | 11:18 | 08:22 | |
Lotus Orb | 28 | 20.14% | 92.9 | 67.86% | +21.91% | +3.57% | +3.57% | 0.00% | 22:44 | 14:56 | 18:12 | 22:32 | 24:37 | 34:07 | 06:25 | 04:45 | |
Void Stone | 32 | 23.02% | 91.1 | 65.63% | +19.84% | +9.37% | +9.37% | 0.00% | 21:48 | 10:50 | 17:46 | 22:10 | 23:56 | 36:16 | 06:10 | 04:34 | |
Ring of Protection | 76 | 54.68% | 89.3 | 57.89% | +16.62% | -10.52% | +15.79% | 1.25% | 11:03 | -01:29 | 01:23 | 04:02 | 22:21 | 42:23 | 20:58 | 15:31 | |
Blight Stone | 8 | 5.76% | 87.5 | 87.50% | +39.41% | +12.50% | +12.50% | 0.00% | 18:51 | 13:15 | 14:24 | 17:40 | 20:27 | 27:27 | 06:03 | 04:28 | |
Medallion of Courage | 8 | 5.76% | 85.7 | 87.50% | +39.41% | +12.50% | +12.50% | 0.00% | 19:10 | 14:24 | 14:26 | 17:40 | 20:27 | 27:27 | 06:01 | 04:27 | |
Skull Basher | 29 | 20.86% | 83.9 | 65.52% | +19.16% | -8.38% | +5.91% | 1.08% | 35:06 | 23:31 | 27:32 | 34:16 | 40:48 | 52:19 | 13:16 | 09:49 | |
Arcane Boots | 5 | 3.60% | 82.1 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 22:18 | 13:43 | 13:43 | 24:31 | 27:09 | 31:13 | 13:26 | 09:57 | |
Bloodstone | 5 | 3.60% | 80.4 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 30:57 | 27:47 | 27:47 | 31:31 | 32:09 | 33:49 | 04:22 | 03:14 | |
Vanguard | 107 | 76.98% | 78.6 | 54.21% | +16.71% | +5.05% | -6.06% | -2.73% | 10:21 | 05:03 | 07:10 | 08:30 | 11:14 | 48:01 | 04:04 | 03:00 | |
Kaya | 10 | 7.19% | 76.8 | 80.00% | +31.94% | -13.33% | +20.00% | 0.00% | 26:51 | 20:00 | 24:21 | 25:46 | 31:11 | 33:22 | 06:50 | 05:03 | |
Eternal Shroud | 73 | 52.52% | 75.0 | 54.79% | +9.34% | -4.79% | +6.32% | 1.49% | 20:46 | 11:41 | 15:41 | 19:38 | 23:07 | 41:26 | 07:26 | 05:30 | |
Magic Wand | 126 | 90.65% | 73.2 | 51.59% | +13.13% | -1.59% | -9.65% | -1.54% | 08:40 | -01:27 | 05:39 | 08:17 | 10:53 | 22:06 | 05:14 | 03:52 | |
Ring of Health | 138 | 99.28% | 71.4 | 50.72% | +50.72% | +0.71% | -3.66% | -1.20% | 06:26 | 02:23 | 04:20 | 05:44 | 07:59 | 18:59 | 03:39 | 02:42 | |
Quelling Blade | 136 | 97.84% | 69.6 | 50.74% | +17.41% | -0.74% | -6.62% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 | |
Magic Stick | 134 | 96.40% | 67.9 | 50.75% | +10.75% | +5.13% | -5.30% | -1.53% | 05:06 | -01:29 | 01:32 | 04:09 | 08:22 | 20:25 | 06:50 | 05:03 | |
Boots of Speed | 139 | 100.00% | 66.1 | 50.36% | +50.36% | +6.78% | -7.50% | -3.60% | 05:29 | 01:29 | 03:24 | 05:13 | 07:22 | 11:31 | 03:58 | 02:56 | |
Bottle | 68 | 48.92% | 64.3 | 54.41% | +7.93% | +16.18% | -1.47% | -15.57% | 02:15 | 01:01 | 01:30 | 01:42 | 02:38 | 06:11 | 01:08 | 00:50 | |
Hood of Defiance | 118 | 84.89% | 62.5 | 50.85% | +3.23% | -7.52% | -2.57% | 1.46% | 11:21 | 04:09 | 09:37 | 11:00 | 13:00 | 23:07 | 03:23 | 02:30 | |
Aghanim's Scepter | 46 | 33.09% | 60.7 | 56.52% | +9.21% | +10.15% | +7.12% | -0.33% | 23:19 | 15:37 | 18:23 | 22:26 | 27:34 | 35:11 | 09:11 | 06:48 | |
Chainmail | 66 | 47.48% | 58.9 | 53.03% | +5.08% | -5.97% | +9.47% | 4.06% | 11:16 | 03:32 | 08:47 | 10:26 | 12:35 | 27:27 | 03:48 | 02:48 | |
Power Treads | 62 | 44.60% | 57.1 | 53.23% | +5.18% | -9.48% | +0.10% | 1.60% | 13:25 | 06:36 | 09:21 | 11:29 | 15:21 | 38:24 | 06:00 | 04:26 | |
Phase Boots | 61 | 43.88% | 55.4 | 52.46% | +3.74% | +0.87% | +14.21% | 3.72% | 11:28 | 05:15 | 09:21 | 11:34 | 12:56 | 27:16 | 03:35 | 02:39 | |
Soul Ring | 47 | 33.81% | 53.6 | 53.19% | +4.28% | -36.52% | +13.48% | 15.31% | 05:19 | 01:31 | 03:00 | 04:19 | 06:16 | 14:00 | 03:16 | 02:25 | |
Sange | 93 | 66.91% | 51.8 | 48.39% | -5.96% | +3.78% | +8.13% | 0.53% | 20:05 | 09:00 | 15:34 | 18:53 | 23:51 | 40:04 | 08:17 | 06:08 | |
Wind Lace | 13 | 9.35% | 50.0 | 69.23% | +20.82% | -69.23% | +30.77% | 0.00% | 15:32 | 03:42 | 10:48 | 13:49 | 20:16 | 27:27 | 09:28 | 07:00 | |
Crimson Guard | 4 | 2.88% | 48.2 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 18:00 | 15:24 | 15:24 | 17:05 | 19:41 | 19:48 | 04:17 | 03:10 | |
Helm of Iron Will | 4 | 2.88% | 46.4 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 16:18 | 14:09 | 14:09 | 14:23 | 18:09 | 18:32 | 04:00 | 02:57 | |
Yasha | 33 | 23.74% | 44.6 | 54.55% | +5.49% | +7.95% | +20.45% | 1.48% | 22:53 | 12:40 | 17:41 | 19:49 | 26:07 | 48:20 | 08:26 | 06:14 | |
Sange and Yasha | 31 | 22.30% | 42.9 | 54.84% | +5.77% | -4.84% | +20.16% | 3.05% | 23:33 | 12:40 | 18:18 | 19:56 | 26:29 | 48:45 | 08:11 | 06:03 | |
Heaven's Halberd | 34 | 24.46% | 41.1 | 52.94% | +3.42% | +35.95% | +9.56% | -2.62% | 24:05 | 16:03 | 18:57 | 23:01 | 29:01 | 35:18 | 10:04 | 07:27 | |
Black King Bar | 38 | 27.34% | 39.3 | 50.00% | -0.50% | -10.00% | +16.67% | 3.10% | 29:15 | 15:10 | 24:37 | 27:42 | 33:14 | 46:29 | 08:37 | 06:22 | |
Pipe of Insight | 3 | 2.16% | 37.5 | 100.00% | +50.74% | 0.00% | 0.00% | 0.00% | 24:17 | 18:33 | 18:33 | 24:24 | 29:54 | 29:54 | 11:21 | 08:24 | |
Crown | 3 | 2.16% | 35.7 | 100.00% | +50.74% | 0.00% | 0.00% | 0.00% | 18:15 | 16:24 | 16:24 | 17:58 | 20:22 | 20:22 | 03:58 | 02:56 | |
Headdress | 3 | 2.16% | 33.9 | 100.00% | +50.74% | 0.00% | 0.00% | 0.00% | 22:37 | 14:28 | 14:28 | 23:33 | 29:51 | 29:51 | 15:23 | 11:23 | |
Blink Dagger | 5 | 3.60% | 32.1 | 80.00% | +30.75% | -80.00% | +20.00% | 0.00% | 29:28 | 17:30 | 17:30 | 33:05 | 36:19 | 40:07 | 18:49 | 13:56 | |
Bracer | 20 | 14.39% | 30.4 | 50.00% | -0.42% | -10.00% | -10.00% | 0.00% | 02:59 | 01:24 | 01:39 | 02:15 | 03:32 | 08:46 | 01:53 | 01:23 | |
Aghanim's Shard | 23 | 16.55% | 28.6 | 47.83% | -3.03% | +18.84% | -47.83% | -6.13% | 29:58 | 20:16 | 22:48 | 26:24 | 33:41 | 59:58 | 10:53 | 08:03 | |
Heart of Tarrasque | 15 | 10.79% | 26.8 | 53.33% | +3.33% | +21.67% | +21.67% | 0.00% | 32:26 | 19:37 | 24:17 | 30:39 | 35:01 | 55:00 | 10:44 | 07:57 | |
Shiva's Guard | 2 | 1.44% | 25.0 | 100.00% | +50.36% | 0.00% | 0.00% | 0.00% | 49:13 | 39:08 | 39:08 | 59:18 | 59:18 | 59:18 | 20:10 | 14:56 | |
Overwhelming Blink | 2 | 1.44% | 23.2 | 100.00% | +50.36% | 0.00% | 0.00% | 0.00% | 39:40 | 38:07 | 38:07 | 41:12 | 41:12 | 41:12 | 03:05 | 02:17 | |
Kaya and Sange | 5 | 3.60% | 21.4 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 26:16 | 20:28 | 20:28 | 26:58 | 28:06 | 31:11 | 07:38 | 05:39 | |
Radiance | 1 | 0.72% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 | |
Moon Shard | 1 | 0.72% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 0.72% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 2 | 1.44% | 14.3 | 50.00% | -0.36% | +50.00% | 0.00% | 0.00% | 19:15 | 14:59 | 14:59 | 23:31 | 23:31 | 23:31 | 08:32 | 06:19 | |
Fluffy Hat | 2 | 1.44% | 12.5 | 50.00% | -0.36% | -50.00% | 0.00% | 0.00% | 08:22 | 06:13 | 06:13 | 10:31 | 10:31 | 10:31 | 04:18 | 03:11 | |
Falcon Blade | 2 | 1.44% | 10.7 | 50.00% | -0.36% | -50.00% | 0.00% | 0.00% | 08:44 | 06:57 | 06:57 | 10:31 | 10:31 | 10:31 | 03:34 | 02:38 | |
Morbid Mask | 1 | 0.72% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 | |
Satanic | 1 | 0.72% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 | |
Echo Sabre | 1 | 0.72% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.72% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 | |
Orb of Venom | 1 | 0.72% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 00:00 | 00:00 |