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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 | |
Void Stone | 14 | 45.16% | 100.0 | 78.57% | +37.39% | +21.43% | -45.24% | -7.27% | 30:06 | 18:48 | 25:28 | 29:06 | 34:38 | 47:37 | 09:10 | 06:47 | |
Ring of Health | 10 | 32.26% | 97.6 | 80.00% | +32.38% | +20.00% | -30.00% | -9.26% | 26:37 | 12:32 | 23:41 | 26:06 | 29:05 | 35:43 | 05:24 | 04:00 | |
Lotus Orb | 7 | 22.58% | 95.2 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 28:39 | 23:02 | 25:03 | 30:14 | 30:27 | 34:27 | 05:24 | 04:00 | |
Shiva's Guard | 4 | 12.90% | 92.9 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 37:27 | 27:37 | 27:37 | 33:23 | 43:28 | 45:20 | 15:51 | 11:44 | |
Sange | 14 | 45.16% | 90.5 | 71.43% | +24.37% | +28.57% | -4.76% | -3.44% | 21:25 | 13:23 | 15:38 | 18:46 | 25:20 | 38:03 | 09:42 | 07:11 | |
Magic Stick | 28 | 90.32% | 88.1 | 60.71% | +27.38% | -3.57% | -17.85% | -2.45% | 04:05 | -01:30 | 01:19 | 02:41 | 07:09 | 10:53 | 05:50 | 04:19 | |
Boots of Speed | 31 | 100.00% | 85.7 | 58.06% | +58.06% | +29.44% | -20.56% | -44.78% | 03:53 | 02:14 | 02:58 | 03:27 | 04:05 | 09:08 | 01:07 | 00:49 | |
Magic Wand | 30 | 96.77% | 83.3 | 56.67% | -43.33% | -6.67% | -13.81% | -1.37% | 06:24 | -01:29 | 04:26 | 06:24 | 09:39 | 11:25 | 05:13 | 03:51 | |
Kaya and Sange | 8 | 25.81% | 81.0 | 75.00% | +22.83% | +25.00% | -25.00% | 0.00% | 20:11 | 13:23 | 15:04 | 17:11 | 23:51 | 33:07 | 08:47 | 06:30 | |
Ring of Protection | 20 | 64.52% | 78.6 | 60.00% | +5.45% | +40.00% | 0.00% | -6.40% | 16:22 | 09:42 | 11:39 | 14:41 | 17:54 | 33:01 | 06:15 | 04:37 | |
Buckler | 20 | 64.52% | 76.2 | 60.00% | +5.45% | +40.00% | 0.00% | -6.14% | 16:24 | 09:43 | 11:40 | 14:42 | 18:11 | 33:01 | 06:31 | 04:49 | |
Black King Bar | 16 | 51.61% | 73.8 | 62.50% | +9.17% | -12.50% | +12.50% | 5.19% | 24:15 | 15:13 | 20:11 | 22:41 | 25:00 | 47:47 | 04:49 | 03:34 | |
Chainmail | 25 | 80.65% | 71.4 | 56.00% | -10.67% | +27.33% | -39.33% | -18.52% | 10:15 | 06:02 | 07:53 | 09:14 | 11:29 | 21:09 | 03:36 | 02:40 | |
Aeon Disk | 3 | 9.68% | 69.0 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 42:08 | 33:15 | 33:15 | 39:03 | 54:07 | 54:07 | 20:52 | 15:27 | |
Guardian Greaves | 19 | 61.29% | 66.7 | 57.89% | -0.44% | +42.11% | -17.89% | -9.92% | 18:16 | 13:03 | 14:36 | 15:27 | 20:39 | 33:05 | 06:03 | 04:28 | |
Mekansm | 19 | 61.29% | 64.3 | 57.89% | -0.44% | +42.11% | -37.89% | -25.95% | 12:20 | 09:15 | 10:11 | 11:31 | 13:16 | 24:22 | 03:05 | 02:17 | |
Wind Lace | 19 | 61.29% | 61.9 | 57.89% | -0.44% | +2.11% | +2.11% | 0.00% | 07:50 | 02:36 | 05:19 | 07:01 | 08:08 | 16:39 | 02:49 | 02:05 | |
Headdress | 19 | 61.29% | 59.5 | 57.89% | -0.44% | +42.11% | -37.89% | -35.56% | 09:44 | 07:06 | 07:43 | 08:34 | 09:58 | 20:55 | 02:15 | 01:40 | |
Wraith Band | 17 | 54.84% | 57.1 | 58.82% | +1.68% | +16.18% | -33.82% | -50.00% | 01:51 | -01:29 | 01:27 | 01:57 | 02:10 | 08:45 | 00:43 | 00:31 | |
Arcane Boots | 20 | 64.52% | 54.8 | 55.00% | -8.64% | +45.00% | -35.00% | -39.02% | 07:14 | 04:52 | 05:10 | 06:16 | 07:13 | 20:43 | 02:03 | 01:31 | |
Blink Dagger | 11 | 35.48% | 52.4 | 63.64% | +8.64% | -30.31% | +3.03% | 4.26% | 29:59 | 17:10 | 25:15 | 27:35 | 33:05 | 51:21 | 07:50 | 05:48 | |
Bottle | 9 | 29.03% | 50.0 | 66.67% | +12.12% | +33.33% | +33.33% | 0.00% | 01:57 | 01:02 | 01:07 | 01:27 | 01:29 | 06:36 | 00:22 | 00:16 | |
Scythe of Vyse | 5 | 16.13% | 47.6 | 80.00% | +26.15% | +20.00% | +20.00% | 0.00% | 39:58 | 31:28 | 31:28 | 36:31 | 48:06 | 49:00 | 16:38 | 12:19 | |
Heaven's Halberd | 7 | 22.58% | 45.2 | 71.43% | +17.26% | +28.57% | -21.43% | 0.00% | 26:34 | 20:38 | 21:05 | 25:07 | 29:02 | 38:07 | 07:57 | 05:53 | |
Aghanim's Shard | 14 | 45.16% | 42.9 | 57.14% | -1.68% | +17.86% | +42.86% | 1.76% | 28:38 | 19:44 | 22:59 | 27:43 | 37:09 | 39:57 | 14:10 | 10:29 | |
Kaya | 10 | 32.26% | 40.5 | 60.00% | +2.86% | +6.67% | +40.00% | 3.66% | 15:09 | 08:57 | 10:10 | 12:54 | 19:16 | 27:58 | 09:06 | 06:44 | |
Quelling Blade | 8 | 25.81% | 38.1 | 62.50% | +5.98% | +37.50% | -12.50% | 0.00% | 02:22 | -01:29 | -01:29 | -01:29 | 06:20 | 12:14 | 07:49 | 05:47 | |
Power Treads | 4 | 12.90% | 35.7 | 75.00% | +19.44% | +25.00% | +25.00% | 0.00% | 06:35 | 05:30 | 05:30 | 06:45 | 06:49 | 07:16 | 01:19 | 00:58 | |
Boots of Travel | 2 | 6.45% | 33.3 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 27:20 | 12:40 | 12:40 | 41:59 | 41:59 | 41:59 | 29:19 | 21:42 | |
Fluffy Hat | 8 | 25.81% | 31.0 | 50.00% | -10.87% | 0.00% | 0.00% | 0.00% | 11:25 | 03:21 | 04:03 | 09:08 | 11:25 | 23:49 | 07:22 | 05:27 | |
Phase Boots | 5 | 16.13% | 28.6 | 60.00% | +2.31% | +40.00% | +40.00% | 0.00% | 09:20 | 07:01 | 07:01 | 08:31 | 09:45 | 13:40 | 02:44 | 02:01 | |
Force Staff | 5 | 16.13% | 26.2 | 60.00% | +2.31% | +40.00% | +40.00% | 0.00% | 22:58 | 15:07 | 15:07 | 23:21 | 27:30 | 28:36 | 12:23 | 09:10 | |
Ring of Basilius | 1 | 3.23% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 3.23% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 3.23% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 3.23% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 | |
Linken's Sphere | 2 | 6.45% | 14.3 | 50.00% | -8.62% | +50.00% | 0.00% | 0.00% | 32:47 | 29:32 | 29:32 | 36:01 | 36:01 | 36:01 | 06:29 | 04:48 | |
Falcon Blade | 3 | 9.68% | 11.9 | 33.33% | -27.38% | -33.33% | 0.00% | 0.00% | 05:05 | 04:33 | 04:33 | 05:05 | 05:38 | 05:38 | 01:05 | 00:48 | |
Ghost Scepter | 4 | 12.90% | 9.5 | 25.00% | -37.96% | -25.00% | +75.00% | 0.00% | 26:28 | 19:55 | 19:55 | 24:10 | 30:48 | 30:58 | 10:53 | 08:03 | |
Ethereal Blade | 1 | 3.23% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 | |
Null Talisman | 1 | 3.23% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:00 | 00:00 | |
Witch Blade | 1 | 3.23% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |