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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 | |
 | Ghost Scepter | 7 | 11.86% | 100.0 | 85.71% | +47.25% | -35.71% | +14.29% | 5.87% | 30:03 | 20:10 | 20:13 | 27:49 | 28:44 | 50:15 | 08:31 | 06:18 |
 | Force Staff | 25 | 42.37% | 98.4 | 60.00% | +27.65% | +6.67% | +6.67% | 0.00% | 26:56 | 14:29 | 20:44 | 25:02 | 28:56 | 51:05 | 08:12 | 06:04 |
 | Drum of Endurance | 8 | 13.56% | 96.8 | 75.00% | +35.78% | -25.00% | +25.00% | 10.14% | 18:41 | 09:54 | 14:46 | 18:06 | 19:42 | 27:21 | 04:56 | 03:39 |
 | Fluffy Hat | 31 | 52.54% | 95.2 | 51.61% | +15.90% | -1.61% | +10.89% | 0.81% | 19:50 | 04:12 | 09:22 | 18:33 | 24:53 | 51:05 | 15:31 | 11:29 |
 | Boots of Speed | 59 | 100.00% | 93.5 | 44.07% | +44.07% | +2.60% | -4.07% | -2.27% | 05:20 | 00:48 | 03:23 | 05:01 | 06:19 | 15:46 | 02:56 | 02:10 |
 | Magic Wand | 54 | 91.53% | 91.9 | 44.44% | +4.44% | -15.87% | +24.79% | 11.09% | 07:10 | -01:29 | 05:40 | 07:04 | 09:20 | 14:45 | 03:40 | 02:42 |
 | Magic Stick | 52 | 88.14% | 90.3 | 44.23% | +1.37% | +9.62% | -13.46% | -3.66% | 04:17 | -01:30 | 00:57 | 04:06 | 07:15 | 13:49 | 06:18 | 04:40 |
 | Void Stone | 9 | 15.25% | 88.7 | 66.67% | +26.67% | -16.67% | -66.67% | -3.11% | 31:49 | 16:42 | 22:44 | 25:40 | 38:48 | 53:07 | 16:04 | 11:54 |
 | Lotus Orb | 5 | 8.47% | 87.1 | 80.00% | +39.26% | -80.00% | +20.00% | 0.00% | 29:26 | 20:25 | 20:25 | 25:21 | 29:01 | 48:59 | 08:36 | 06:22 |
 | Aghanim's Shard | 12 | 20.34% | 85.5 | 58.33% | +17.90% | +8.34% | -25.00% | -2.79% | 29:18 | 21:35 | 22:05 | 26:34 | 34:01 | 49:51 | 11:56 | 08:50 |
 | Black King Bar | 32 | 54.24% | 83.9 | 43.75% | -0.69% | +31.25% | -18.75% | -15.63% | 20:58 | 16:30 | 18:27 | 19:51 | 21:39 | 33:35 | 03:12 | 02:22 |
 | Power Treads | 38 | 64.41% | 82.3 | 42.11% | -5.51% | +7.89% | -8.78% | -8.00% | 08:57 | 05:07 | 07:19 | 07:35 | 09:24 | 21:22 | 02:05 | 01:32 |
 | Ring of Protection | 21 | 35.59% | 80.6 | 47.62% | +5.51% | -7.62% | +12.38% | 0.80% | 13:24 | -01:29 | 01:27 | 05:02 | 26:24 | 44:37 | 24:57 | 18:28 |
 | Crown | 8 | 13.56% | 79.0 | 62.50% | +21.32% | -12.50% | -12.50% | 0.00% | 19:08 | 06:42 | 07:55 | 09:34 | 28:42 | 37:53 | 20:47 | 15:23 |
 | Wraith Band | 31 | 52.54% | 77.4 | 41.94% | -4.49% | +8.06% | -29.44% | -37.50% | 03:13 | 00:40 | 01:36 | 02:10 | 02:35 | 26:48 | 00:59 | 00:43 |
 | Dragon Lance | 35 | 59.32% | 75.8 | 40.00% | -10.00% | +15.56% | -17.78% | -18.52% | 15:09 | 10:06 | 12:12 | 12:43 | 14:00 | 49:03 | 01:48 | 01:20 |
 | Urn of Shadows | 11 | 18.64% | 74.2 | 54.55% | +12.88% | +12.12% | +12.12% | 0.00% | 04:38 | 02:58 | 03:18 | 04:30 | 05:11 | 07:27 | 01:53 | 01:23 |
 | Hurricane Pike | 14 | 23.73% | 72.6 | 50.00% | +7.78% | +25.00% | +16.67% | -1.69% | 29:00 | 15:05 | 24:58 | 28:31 | 29:53 | 50:50 | 04:55 | 03:38 |
 | Ring of Health | 6 | 10.17% | 71.0 | 66.67% | +25.16% | -16.67% | +33.33% | 2.92% | 26:14 | 13:26 | 14:30 | 23:14 | 31:38 | 48:59 | 17:08 | 12:41 |
 | Boots of Bearing | 2 | 3.39% | 69.4 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 38:10 | 32:05 | 32:05 | 44:14 | 44:14 | 44:14 | 12:09 | 09:00 |
 | Yasha | 7 | 11.86% | 67.7 | 57.14% | +14.83% | -7.14% | +42.86% | 5.45% | 25:10 | 16:14 | 18:14 | 24:37 | 27:24 | 39:28 | 09:10 | 06:47 |
 | Eye of Skadi | 10 | 16.95% | 66.1 | 50.00% | +7.14% | +50.00% | -50.00% | -18.02% | 34:36 | 29:21 | 31:33 | 33:25 | 37:06 | 40:29 | 05:33 | 04:06 |
 | Wind Lace | 22 | 37.29% | 64.5 | 36.36% | -12.29% | -19.69% | +3.64% | 4.40% | 11:28 | -01:29 | 07:20 | 10:23 | 12:38 | 40:56 | 05:18 | 03:55 |
 | Tranquil Boots | 11 | 18.64% | 62.9 | 45.45% | +1.70% | -45.45% | +21.22% | 7.60% | 16:59 | 05:55 | 11:42 | 13:00 | 20:28 | 32:28 | 08:46 | 06:29 |
 | Rod of Atos | 5 | 8.47% | 61.3 | 60.00% | +17.41% | +40.00% | -60.00% | 0.00% | 16:41 | 11:08 | 11:08 | 13:17 | 14:53 | 31:34 | 03:45 | 02:46 |
 | Quelling Blade | 5 | 8.47% | 59.7 | 60.00% | +17.41% | +40.00% | +40.00% | 0.00% | 01:46 | -01:29 | -01:29 | -01:29 | 04:45 | 08:32 | 06:14 | 04:37 |
 | Buckler | 9 | 15.25% | 58.1 | 44.44% | +0.44% | -44.44% | +55.56% | 7.70% | 28:34 | 11:26 | 20:02 | 27:31 | 33:01 | 44:38 | 12:59 | 09:37 |
 | Manta Style | 6 | 10.17% | 56.5 | 50.00% | +6.60% | 0.00% | +50.00% | 4.77% | 28:49 | 21:22 | 22:28 | 25:41 | 32:57 | 40:39 | 10:29 | 07:45 |
 | Javelin | 6 | 10.17% | 54.8 | 50.00% | +6.60% | 0.00% | -50.00% | -4.16% | 33:54 | 27:54 | 28:04 | 28:45 | 40:05 | 45:41 | 12:01 | 08:54 |
 | Blight Stone | 3 | 5.08% | 53.2 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 24:05 | 18:51 | 18:51 | 25:23 | 28:01 | 28:01 | 09:10 | 06:47 |
 | Medallion of Courage | 3 | 5.08% | 51.6 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 24:15 | 19:21 | 19:21 | 25:23 | 28:01 | 28:01 | 08:40 | 06:25 |
 | Maelstrom | 3 | 5.08% | 50.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 29:54 | 28:06 | 28:06 | 28:45 | 32:52 | 32:52 | 04:46 | 03:31 |
 | Scythe of Vyse | 3 | 5.08% | 48.4 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 42:47 | 36:20 | 36:20 | 38:55 | 53:07 | 53:07 | 16:47 | 12:25 |
 | Solar Crest | 3 | 5.08% | 46.8 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 31:01 | 26:20 | 26:20 | 28:43 | 37:59 | 37:59 | 11:39 | 08:37 |
 | Vladmir's Offering | 8 | 13.56% | 45.2 | 37.50% | -7.60% | +12.50% | +62.50% | 3.77% | 29:32 | 14:41 | 21:45 | 26:24 | 35:01 | 44:39 | 13:16 | 09:49 |
 | Null Talisman | 8 | 13.56% | 43.5 | 37.50% | -7.60% | +12.50% | +12.50% | 0.00% | 04:46 | 02:54 | 03:34 | 04:08 | 04:35 | 09:01 | 01:01 | 00:45 |
 | Morbid Mask | 8 | 13.56% | 41.9 | 37.50% | -7.60% | -37.50% | +62.50% | 7.71% | 28:49 | 14:12 | 20:04 | 26:24 | 33:02 | 44:38 | 12:58 | 09:36 |
 | Chainmail | 4 | 6.78% | 40.3 | 50.00% | +6.36% | -50.00% | +50.00% | 0.00% | 18:49 | 06:22 | 06:22 | 15:29 | 25:23 | 28:00 | 19:01 | 14:05 |
 | Shadow Blade | 1 | 1.69% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.69% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.69% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Sange | 1 | 1.69% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.69% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.69% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Bracer | 1 | 1.69% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Ring of Basilius | 10 | 16.95% | 27.4 | 30.00% | -16.94% | -30.00% | +70.00% | 4.67% | 23:57 | 04:56 | 13:35 | 20:30 | 35:01 | 44:38 | 21:26 | 15:52 |
 | Blink Dagger | 5 | 8.47% | 25.8 | 40.00% | -4.44% | +60.00% | -40.00% | 0.00% | 36:19 | 25:54 | 25:54 | 33:32 | 33:41 | 59:27 | 07:47 | 05:45 |
 | Bottle | 5 | 8.47% | 24.2 | 40.00% | -4.44% | -40.00% | +60.00% | 0.00% | 01:40 | 01:12 | 01:12 | 01:19 | 01:45 | 02:50 | 00:33 | 00:24 |
 | Crimson Guard | 2 | 3.39% | 22.6 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 27:40 | 18:58 | 18:58 | 36:22 | 36:22 | 36:22 | 17:24 | 12:53 |
 | Vanguard | 2 | 3.39% | 21.0 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 22:39 | 13:39 | 13:39 | 31:38 | 31:38 | 31:38 | 17:59 | 13:19 |
 | Orchid Malevolence | 2 | 3.39% | 19.4 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 36:08 | 26:28 | 26:28 | 45:47 | 45:47 | 45:47 | 19:19 | 14:18 |
 | Swift Blink | 2 | 3.39% | 17.7 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 56:56 | 52:09 | 52:09 | 1:01:43 | 1:01:43 | 1:01:43 | 09:34 | 07:05 |
 | Helm of Iron Will | 2 | 3.39% | 16.1 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 26:27 | 16:37 | 16:37 | 36:17 | 36:17 | 36:17 | 19:40 | 14:34 |
 | Gleipnir | 2 | 3.39% | 14.5 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 30:13 | 28:45 | 28:45 | 31:41 | 31:41 | 31:41 | 02:56 | 02:10 |
 | Monkey King Bar | 3 | 5.08% | 12.9 | 33.33% | -11.31% | -33.33% | 0.00% | 0.00% | 38:03 | 28:02 | 28:02 | 40:20 | 45:46 | 45:46 | 17:44 | 13:08 |
 | Glimmer Cape | 3 | 5.08% | 11.3 | 33.33% | -11.31% | +66.67% | 0.00% | 0.00% | 30:07 | 19:25 | 19:25 | 30:04 | 40:53 | 40:53 | 21:28 | 15:54 |
 | Wraith Pact | 3 | 5.08% | 9.7 | 33.33% | -11.31% | -33.33% | 0.00% | 0.00% | 33:29 | 16:50 | 16:50 | 36:28 | 47:09 | 47:09 | 30:19 | 22:27 |
 | Arcane Boots | 1 | 1.69% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.69% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 3.39% | 4.8 | 0.00% | -45.61% | 0.00% | 0.00% | 0.00% | 16:51 | 16:31 | 16:31 | 17:10 | 17:10 | 17:10 | 00:39 | 00:28 |
 | Phase Boots | 1 | 1.69% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 08:12 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 3.39% | 1.6 | 0.00% | -45.61% | 0.00% | 0.00% | 0.00% | 06:40 | 05:37 | 05:37 | 07:43 | 07:43 | 07:43 | 02:06 | 01:33 |