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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 | |
Kaya | 9 | 5.00% | 100.0 | 100.00% | +54.39% | 0.00% | 0.00% | 0.00% | 28:55 | 24:48 | 25:05 | 30:13 | 31:03 | 33:05 | 05:58 | 04:25 | |
Kaya and Sange | 8 | 4.44% | 98.3 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% | 29:15 | 25:26 | 26:29 | 29:32 | 31:05 | 33:11 | 04:36 | 03:24 | |
Sange | 18 | 10.00% | 96.6 | 83.33% | +38.89% | +16.67% | -33.33% | -7.50% | 28:31 | 19:36 | 24:29 | 27:24 | 31:09 | 42:28 | 06:40 | 04:56 | |
Shiva's Guard | 13 | 7.22% | 94.8 | 84.62% | +39.11% | +15.38% | -17.95% | 0.00% | 34:31 | 24:00 | 27:40 | 36:32 | 37:36 | 41:21 | 09:56 | 07:21 | |
Void Stone | 135 | 75.00% | 93.1 | 51.85% | +14.07% | +6.97% | -7.73% | -1.98% | 22:17 | 11:42 | 18:01 | 20:25 | 25:27 | 53:37 | 07:26 | 05:30 | |
Magic Stick | 169 | 93.89% | 91.4 | 49.70% | +22.43% | -2.08% | -2.08% | 0.00% | 04:20 | -01:29 | 01:05 | 03:26 | 06:56 | 20:35 | 05:51 | 04:20 | |
Wind Lace | 148 | 82.22% | 89.7 | 50.00% | +9.37% | -1.35% | -4.05% | -0.25% | 12:02 | -01:29 | 05:46 | 10:02 | 16:42 | 36:18 | 10:56 | 08:05 | |
Quelling Blade | 166 | 92.22% | 87.9 | 48.80% | +5.94% | -13.09% | -7.34% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | 01:10 | 00:00 | 00:00 | |
Boots of Speed | 180 | 100.00% | 86.2 | 48.33% | +48.33% | +0.56% | +13.89% | 5.37% | 04:08 | -01:29 | 02:44 | 03:56 | 05:13 | 09:23 | 02:29 | 01:50 | |
Blink Dagger | 175 | 97.22% | 84.5 | 48.00% | -12.00% | +4.27% | +2.00% | -0.70% | 12:23 | 06:31 | 10:31 | 12:16 | 13:46 | 37:05 | 03:15 | 02:24 | |
Eul's Scepter of Divinity | 114 | 63.33% | 82.8 | 50.00% | +4.55% | +15.52% | -17.86% | -5.89% | 22:02 | 14:31 | 18:47 | 21:14 | 24:27 | 36:35 | 05:40 | 04:11 | |
Magic Wand | 146 | 81.11% | 81.0 | 48.63% | +1.57% | +0.02% | +4.15% | 0.67% | 08:50 | 01:27 | 05:27 | 07:30 | 11:36 | 23:21 | 06:09 | 04:33 | |
Ring of Health | 92 | 51.11% | 79.3 | 50.00% | +3.41% | +6.52% | -10.87% | -1.24% | 21:24 | 02:37 | 14:35 | 20:25 | 28:36 | 53:36 | 14:01 | 10:22 | |
Lotus Orb | 39 | 21.67% | 77.6 | 56.41% | +10.31% | +33.59% | -16.41% | -5.26% | 32:00 | 18:17 | 27:16 | 31:55 | 36:46 | 53:43 | 09:30 | 07:02 | |
Bottle | 88 | 48.89% | 75.9 | 50.00% | +3.26% | 0.00% | -4.55% | -2.18% | 03:12 | 01:04 | 01:51 | 03:00 | 03:56 | 09:23 | 02:05 | 01:32 | |
Aeon Disk | 29 | 16.11% | 74.1 | 58.62% | +12.26% | +27.09% | -15.76% | -4.02% | 34:48 | 19:24 | 29:06 | 34:59 | 39:46 | 48:31 | 10:40 | 07:54 | |
Black King Bar | 33 | 18.33% | 72.4 | 54.55% | +7.61% | -17.05% | +20.45% | 4.33% | 30:42 | 22:55 | 25:31 | 29:57 | 34:11 | 47:47 | 08:40 | 06:25 | |
Tranquil Boots | 62 | 34.44% | 70.7 | 48.39% | +0.08% | -23.39% | +18.28% | 12.95% | 07:40 | 02:32 | 05:07 | 06:50 | 08:20 | 23:26 | 03:13 | 02:22 | |
Hood of Defiance | 53 | 29.44% | 69.0 | 49.06% | +1.03% | +4.79% | +12.48% | 1.05% | 18:56 | 05:55 | 15:32 | 18:01 | 22:51 | 49:36 | 07:19 | 05:25 | |
Bracer | 79 | 43.89% | 67.2 | 45.57% | -4.93% | +4.43% | -10.57% | -9.18% | 03:00 | -01:29 | 01:59 | 02:41 | 03:37 | 11:07 | 01:38 | 01:12 | |
Ring of Protection | 67 | 37.22% | 65.5 | 43.28% | -8.05% | +3.78% | +3.78% | 0.00% | 01:29 | -01:29 | -01:29 | -01:28 | 03:52 | 23:22 | 05:21 | 03:57 | |
Soul Ring | 38 | 21.11% | 63.8 | 47.37% | -1.22% | +12.63% | +19.30% | 1.56% | 07:14 | 02:15 | 04:40 | 06:36 | 08:56 | 16:48 | 04:16 | 03:09 | |
Aghanim's Scepter | 13 | 7.22% | 62.1 | 61.54% | +14.23% | +5.13% | -28.21% | 0.00% | 36:16 | 17:59 | 25:52 | 37:26 | 43:20 | 53:27 | 17:28 | 12:56 | |
Force Staff | 21 | 11.67% | 60.3 | 52.38% | +4.58% | +7.62% | -12.38% | -2.71% | 24:17 | 16:11 | 19:34 | 23:06 | 26:57 | 37:44 | 07:23 | 05:28 | |
Scythe of Vyse | 3 | 1.67% | 58.6 | 100.00% | +52.54% | 0.00% | 0.00% | 0.00% | 47:19 | 38:26 | 38:26 | 50:53 | 52:38 | 52:38 | 14:12 | 10:31 | |
Heart of Tarrasque | 3 | 1.67% | 56.9 | 100.00% | +52.54% | 0.00% | 0.00% | 0.00% | 40:36 | 33:09 | 33:09 | 41:41 | 46:57 | 46:57 | 13:48 | 10:13 | |
Aether Lens | 7 | 3.89% | 55.2 | 71.43% | +24.03% | +28.57% | -21.43% | 0.00% | 37:45 | 31:13 | 31:45 | 35:27 | 40:28 | 49:44 | 08:43 | 06:27 | |
Fluffy Hat | 22 | 12.22% | 53.4 | 50.00% | +1.90% | +16.67% | -30.00% | -2.26% | 14:34 | -01:29 | 01:34 | 17:08 | 22:12 | 28:48 | 20:38 | 15:17 | |
Headdress | 28 | 15.56% | 51.7 | 46.43% | -2.25% | -17.86% | -17.86% | 0.00% | 24:28 | 15:29 | 20:28 | 22:11 | 26:24 | 57:01 | 05:56 | 04:23 | |
Octarine Core | 5 | 2.78% | 50.0 | 80.00% | +32.57% | +20.00% | -80.00% | 0.00% | 40:50 | 34:56 | 34:56 | 36:47 | 46:12 | 50:38 | 11:16 | 08:20 | |
Vanguard | 10 | 5.56% | 48.3 | 60.00% | +12.35% | -26.67% | -10.00% | 0.00% | 11:06 | 04:47 | 06:15 | 06:47 | 13:27 | 26:20 | 07:12 | 05:20 | |
Pipe of Insight | 21 | 11.67% | 46.6 | 47.62% | -0.81% | -27.62% | -27.62% | 0.00% | 26:53 | 17:48 | 22:26 | 24:57 | 27:10 | 57:06 | 04:44 | 03:30 | |
Ghost Scepter | 14 | 7.78% | 44.8 | 50.00% | +1.81% | -25.00% | -16.67% | 0.66% | 32:37 | 20:44 | 26:09 | 30:35 | 38:49 | 52:09 | 12:40 | 09:22 | |
Eternal Shroud | 4 | 2.22% | 43.1 | 75.00% | +27.27% | +25.00% | +25.00% | 0.00% | 30:57 | 27:43 | 27:43 | 29:10 | 30:09 | 36:46 | 02:26 | 01:48 | |
Veil of Discord | 13 | 7.22% | 41.4 | 46.15% | -2.35% | +20.52% | -12.82% | 0.00% | 15:11 | 06:20 | 08:41 | 16:11 | 19:33 | 21:39 | 10:52 | 08:02 | |
Arcane Boots | 17 | 9.44% | 39.7 | 41.18% | -7.90% | +33.82% | -41.18% | -5.02% | 16:28 | 04:41 | 06:16 | 13:42 | 21:12 | 39:28 | 14:56 | 11:03 | |
Ring of Basilius | 14 | 7.78% | 37.9 | 42.86% | -5.94% | +7.14% | +23.81% | 1.91% | 12:15 | -01:29 | 07:34 | 14:53 | 16:18 | 19:27 | 08:44 | 06:28 | |
Crown | 15 | 8.33% | 36.2 | 40.00% | -9.09% | +10.00% | +10.00% | 0.00% | 13:43 | -01:29 | 07:06 | 15:17 | 17:35 | 31:26 | 10:29 | 07:45 | |
Chainmail | 14 | 7.78% | 34.5 | 35.71% | -13.69% | -35.71% | +30.96% | 4.51% | 13:59 | 04:14 | 06:06 | 06:58 | 20:53 | 40:52 | 14:47 | 10:57 | |
Heaven's Halberd | 3 | 1.67% | 32.8 | 66.67% | +18.65% | +33.33% | 0.00% | 0.00% | 33:14 | 30:51 | 30:51 | 33:18 | 35:33 | 35:33 | 04:42 | 03:28 | |
Blade Mail | 1 | 0.56% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 | |
Wind Waker | 1 | 0.56% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 | |
Radiance | 1 | 0.56% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.56% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 0.56% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 00:00 | 00:00 | |
Phase Boots | 8 | 4.44% | 22.4 | 25.00% | -24.42% | -25.00% | -25.00% | 0.00% | 07:25 | 05:52 | 06:34 | 07:24 | 07:40 | 08:43 | 01:06 | 00:48 | |
Helm of Iron Will | 2 | 1.11% | 20.7 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 23:14 | 20:56 | 20:56 | 25:32 | 25:32 | 25:32 | 04:36 | 03:24 | |
Ethereal Blade | 2 | 1.11% | 19.0 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 45:04 | 43:56 | 43:56 | 46:11 | 46:11 | 46:11 | 02:15 | 01:40 | |
Blight Stone | 2 | 1.11% | 17.2 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 27:05 | 22:44 | 22:44 | 31:26 | 31:26 | 31:26 | 08:42 | 06:26 | |
Solar Crest | 2 | 1.11% | 15.5 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 27:06 | 22:45 | 22:45 | 31:26 | 31:26 | 31:26 | 08:41 | 06:25 | |
Medallion of Courage | 2 | 1.11% | 13.8 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 27:05 | 22:44 | 22:44 | 31:26 | 31:26 | 31:26 | 08:42 | 06:26 | |
Crimson Guard | 2 | 1.11% | 12.1 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 24:47 | 23:13 | 23:13 | 26:20 | 26:20 | 26:20 | 03:07 | 02:18 | |
Buckler | 3 | 1.67% | 10.3 | 33.33% | -15.26% | +66.67% | 0.00% | 0.00% | 19:06 | 13:58 | 13:58 | 19:42 | 23:39 | 23:39 | 09:41 | 07:10 | |
Mekansm | 3 | 1.67% | 8.6 | 33.33% | -15.26% | -33.33% | 0.00% | 0.00% | 18:58 | 16:00 | 16:00 | 20:01 | 20:53 | 20:53 | 04:53 | 03:37 | |
Linken's Sphere | 3 | 1.67% | 6.9 | 33.33% | -15.26% | -33.33% | 0.00% | 0.00% | 39:05 | 37:03 | 37:03 | 37:18 | 42:53 | 42:53 | 05:50 | 04:19 | |
Aghanim's Shard | 4 | 2.22% | 5.2 | 25.00% | -23.86% | -25.00% | +75.00% | 0.00% | 34:38 | 20:11 | 20:11 | 23:41 | 36:49 | 57:51 | 16:38 | 12:19 | |
Guardian Greaves | 2 | 1.11% | 3.4 | 0.00% | -48.88% | 0.00% | 0.00% | 0.00% | 21:55 | 20:02 | 20:02 | 23:47 | 23:47 | 23:47 | 03:45 | 02:46 | |
Overwhelming Blink | 1 | 0.56% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |