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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 | |
Magic Wand | 50 | 76.92% | 100.0 | 60.00% | +20.00% | +9.23% | -18.33% | -4.56% | 07:03 | -01:29 | 04:09 | 07:45 | 10:12 | 19:06 | 06:03 | 04:28 | |
Hood of Defiance | 39 | 60.00% | 97.9 | 61.54% | +15.39% | -1.54% | +8.46% | 1.69% | 11:18 | 04:54 | 05:51 | 09:23 | 11:45 | 43:23 | 05:54 | 04:22 | |
Blink Dagger | 47 | 72.31% | 95.8 | 59.57% | +15.13% | -1.24% | -17.90% | -1.26% | 22:33 | 09:11 | 15:25 | 21:16 | 28:36 | 38:50 | 13:11 | 09:45 | |
Phase Boots | 53 | 81.54% | 93.8 | 58.49% | +16.82% | -4.64% | -12.34% | -2.24% | 09:08 | 05:28 | 06:33 | 08:54 | 09:59 | 30:02 | 03:26 | 02:32 | |
Ring of Health | 53 | 81.54% | 91.7 | 58.49% | +16.82% | -4.64% | +3.05% | 1.21% | 06:25 | 01:44 | 03:01 | 04:08 | 09:23 | 43:18 | 06:22 | 04:42 | |
Chainmail | 53 | 81.54% | 89.6 | 58.49% | +16.82% | -4.64% | -4.64% | 0.00% | 07:43 | 02:30 | 05:12 | 06:59 | 08:44 | 29:45 | 03:32 | 02:37 | |
Boots of Speed | 65 | 100.00% | 87.5 | 55.38% | +55.38% | +0.87% | +0.87% | 0.00% | 04:15 | -01:29 | 02:36 | 04:08 | 06:06 | 09:30 | 03:30 | 02:35 | |
Ring of Protection | 29 | 44.62% | 85.4 | 62.07% | +12.07% | +37.93% | -4.93% | -17.98% | 01:43 | -01:29 | -01:29 | -01:28 | 03:52 | 20:02 | 05:21 | 03:57 | |
Aghanim's Scepter | 51 | 78.46% | 83.3 | 56.86% | +6.86% | +4.68% | +4.68% | 0.00% | 19:46 | 13:05 | 16:49 | 18:45 | 21:17 | 31:56 | 04:28 | 03:18 | |
Soul Ring | 22 | 33.85% | 81.3 | 63.64% | +12.48% | -13.64% | -23.64% | -3.28% | 06:55 | 02:22 | 05:18 | 07:00 | 08:21 | 11:02 | 03:03 | 02:15 | |
Magic Stick | 56 | 86.15% | 79.2 | 53.57% | -13.10% | +10.72% | -10.71% | -3.94% | 02:59 | -01:29 | -01:29 | 02:14 | 06:55 | 11:28 | 08:24 | 06:13 | |
Shiva's Guard | 17 | 26.15% | 77.1 | 64.71% | +12.63% | +35.29% | -14.71% | -7.67% | 34:09 | 26:06 | 29:53 | 33:48 | 36:24 | 43:46 | 06:31 | 04:49 | |
Eternal Shroud | 19 | 29.23% | 75.0 | 63.16% | +10.99% | -3.16% | +36.84% | 3.97% | 26:09 | 15:31 | 19:21 | 26:56 | 29:26 | 43:52 | 10:05 | 07:28 | |
Quelling Blade | 34 | 52.31% | 72.9 | 55.88% | +1.04% | +10.79% | -5.88% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:08 | 00:00 | 00:00 | |
Black King Bar | 42 | 64.62% | 70.8 | 50.00% | -15.22% | +4.55% | -20.00% | -4.63% | 25:49 | 14:39 | 23:05 | 25:54 | 28:23 | 35:06 | 05:18 | 03:55 | |
Vanguard | 19 | 29.23% | 68.8 | 57.89% | +3.54% | +22.11% | +2.11% | -6.98% | 07:54 | 04:15 | 06:18 | 07:34 | 09:10 | 11:52 | 02:52 | 02:07 | |
Aghanim's Shard | 14 | 21.54% | 66.7 | 57.14% | +2.24% | +17.86% | -23.81% | -4.17% | 29:04 | 15:49 | 24:07 | 29:11 | 34:06 | 38:11 | 09:59 | 07:23 | |
Bottle | 15 | 23.08% | 64.6 | 53.33% | -2.67% | -28.33% | +21.67% | 50.00% | 01:26 | 00:50 | 01:13 | 01:22 | 01:32 | 02:19 | 00:19 | 00:14 | |
Sange | 6 | 9.23% | 62.5 | 66.67% | +12.43% | +33.33% | -66.67% | -7.11% | 28:24 | 19:12 | 20:32 | 22:00 | 34:36 | 49:40 | 14:04 | 10:25 | |
Kaya | 4 | 6.15% | 60.4 | 75.00% | +20.90% | +25.00% | -75.00% | 0.00% | 36:33 | 20:48 | 20:48 | 37:18 | 42:55 | 45:11 | 22:07 | 16:22 | |
Helm of Iron Will | 2 | 3.08% | 58.3 | 100.00% | +46.03% | 0.00% | 0.00% | 0.00% | 20:19 | 19:31 | 19:31 | 21:07 | 21:07 | 21:07 | 01:36 | 01:11 | |
Pipe of Insight | 2 | 3.08% | 56.3 | 100.00% | +46.03% | 0.00% | 0.00% | 0.00% | 39:40 | 33:40 | 33:40 | 45:39 | 45:39 | 45:39 | 11:59 | 08:52 | |
Headdress | 2 | 3.08% | 54.2 | 100.00% | +46.03% | 0.00% | 0.00% | 0.00% | 39:12 | 33:40 | 33:40 | 44:44 | 44:44 | 44:44 | 11:04 | 08:11 | |
Ghost Scepter | 7 | 10.77% | 52.1 | 57.14% | +1.97% | -7.14% | -7.14% | 0.00% | 30:48 | 18:03 | 20:49 | 32:13 | 35:07 | 45:36 | 14:18 | 10:35 | |
Void Stone | 11 | 16.92% | 50.0 | 45.45% | -11.96% | -45.45% | +21.22% | 5.22% | 31:00 | 11:57 | 22:32 | 28:57 | 35:18 | 56:19 | 12:46 | 09:27 | |
Overwhelming Blink | 8 | 12.31% | 47.9 | 50.00% | -6.14% | 0.00% | -50.00% | -4.50% | 39:53 | 32:07 | 32:44 | 38:49 | 43:51 | 51:27 | 11:07 | 08:14 | |
Wind Lace | 14 | 21.54% | 45.8 | 35.71% | -25.07% | -35.71% | +30.96% | 12.70% | 08:13 | 02:00 | 05:01 | 07:44 | 10:16 | 16:15 | 05:15 | 03:53 | |
Refresher Orb | 3 | 4.62% | 43.8 | 66.67% | +11.83% | +33.33% | 0.00% | 0.00% | 43:15 | 35:50 | 35:50 | 37:36 | 56:20 | 56:20 | 20:30 | 15:11 | |
Bracer | 8 | 12.31% | 41.7 | 37.50% | -20.39% | +12.50% | -37.50% | -31.25% | 02:48 | 01:32 | 01:42 | 02:06 | 03:18 | 04:49 | 01:36 | 01:11 | |
Wraith Pact | 1 | 1.54% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 | |
Crimson Guard | 1 | 1.54% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 1.54% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 1.54% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 | |
Morbid Mask | 1 | 1.54% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 1.54% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 | |
Buckler | 1 | 1.54% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 3.08% | 25.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 24:52 | 23:31 | 23:31 | 26:13 | 26:13 | 26:13 | 02:42 | 02:00 | |
Aether Lens | 2 | 3.08% | 22.9 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 26:06 | 20:56 | 20:56 | 31:16 | 31:16 | 31:16 | 10:20 | 07:39 | |
Kaya and Sange | 2 | 3.08% | 20.8 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 35:15 | 20:48 | 20:48 | 49:42 | 49:42 | 49:42 | 28:54 | 21:24 | |
Fluffy Hat | 2 | 3.08% | 18.8 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 34:12 | 15:52 | 15:52 | 52:31 | 52:31 | 52:31 | 36:39 | 27:08 | |
Force Staff | 2 | 3.08% | 16.7 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 38:40 | 24:48 | 24:48 | 52:31 | 52:31 | 52:31 | 27:43 | 20:31 | |
Wraith Band | 2 | 3.08% | 14.6 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 02:14 | -01:29 | -01:29 | 05:56 | 05:56 | 05:56 | 07:25 | 05:29 | |
Tranquil Boots | 4 | 6.15% | 12.5 | 25.00% | -32.38% | -25.00% | +75.00% | 0.00% | 06:57 | 04:17 | 04:17 | 07:08 | 08:02 | 08:19 | 03:45 | 02:46 | |
Lotus Orb | 4 | 6.15% | 10.4 | 25.00% | -32.38% | -25.00% | -25.00% | 0.00% | 28:26 | 22:47 | 22:47 | 27:14 | 28:17 | 35:25 | 05:30 | 04:04 | |
Abyssal Blade | 1 | 1.54% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 | |
Skull Basher | 1 | 1.54% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 | |
Bloodstone | 1 | 1.54% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.54% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 00:00 | 00:00 |