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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 | |
 | Silver Edge | 10 | 6.49% | 100.0 | 100.00% | +50.69% | 0.00% | 0.00% | 0.00% | 38:41 | 26:34 | 30:57 | 33:41 | 49:12 | 53:47 | 18:15 | 13:31 |
 | Shadow Blade | 27 | 17.53% | 98.7 | 85.19% | +39.52% | +0.52% | -13.76% | -1.95% | 32:59 | 21:46 | 27:27 | 30:35 | 34:47 | 51:45 | 07:20 | 05:25 |
 | Heaven's Halberd | 38 | 24.68% | 97.5 | 73.68% | +27.99% | +16.32% | -18.12% | -4.64% | 31:31 | 19:42 | 28:16 | 31:44 | 35:41 | 44:42 | 07:25 | 05:29 |
 | Sange | 42 | 27.27% | 96.2 | 69.05% | +22.62% | +12.77% | +0.95% | -1.92% | 28:49 | 17:08 | 25:35 | 28:13 | 31:44 | 44:26 | 06:09 | 04:33 |
 | Ring of Protection | 49 | 31.82% | 94.9 | 67.35% | +21.64% | -0.68% | +7.65% | 0.31% | 26:22 | -01:30 | 10:32 | 30:39 | 37:23 | 1:03:43 | 26:51 | 19:53 |
 | Assault Cuirass | 34 | 22.08% | 93.7 | 70.59% | +23.09% | -3.92% | -8.09% | -0.62% | 38:01 | 27:34 | 34:09 | 37:18 | 40:55 | 1:05:17 | 06:46 | 05:00 |
 | Black King Bar | 117 | 75.97% | 92.4 | 60.68% | +33.65% | +11.73% | -19.30% | -6.44% | 25:30 | 17:33 | 22:43 | 25:03 | 27:32 | 48:10 | 04:49 | 03:34 |
 | Buckler | 37 | 24.03% | 91.1 | 67.57% | +19.71% | -0.90% | -12.01% | -1.43% | 35:19 | 16:42 | 30:39 | 35:47 | 38:26 | 1:03:43 | 07:47 | 05:45 |
 | Magic Wand | 124 | 80.52% | 89.9 | 58.06% | +28.06% | +3.23% | +3.23% | 0.00% | 07:46 | -01:29 | 04:28 | 06:56 | 10:06 | 28:48 | 05:38 | 04:10 |
 | Phase Boots | 142 | 92.21% | 88.6 | 54.93% | +29.93% | +6.18% | +2.21% | -1.78% | 08:28 | 03:47 | 06:24 | 07:25 | 08:38 | 25:30 | 02:14 | 01:39 |
 | Magic Stick | 137 | 88.96% | 87.3 | 54.74% | +19.45% | -13.56% | +4.08% | 6.53% | 02:19 | -01:30 | -01:29 | 01:23 | 04:11 | 17:42 | 05:40 | 04:11 |
 | Blink Dagger | 146 | 94.81% | 86.1 | 53.42% | +15.92% | +8.74% | -17.31% | -7.62% | 15:49 | 09:45 | 13:57 | 15:30 | 17:22 | 27:09 | 03:25 | 02:31 |
 | Chainmail | 151 | 98.05% | 84.8 | 52.98% | +19.65% | -2.98% | +4.91% | 3.36% | 06:03 | 01:45 | 04:34 | 05:46 | 06:55 | 25:30 | 02:21 | 01:44 |
 | Boots of Speed | 154 | 100.00% | 83.5 | 52.60% | +52.60% | -6.45% | +0.03% | 3.04% | 04:37 | 01:08 | 03:12 | 04:11 | 05:20 | 14:07 | 02:08 | 01:34 |
 | Helm of Iron Will | 24 | 15.58% | 82.3 | 66.67% | +16.67% | 0.00% | -16.67% | -1.66% | 34:04 | 10:09 | 28:18 | 31:56 | 38:21 | 1:16:01 | 10:03 | 07:26 |
 | Blade Mail | 143 | 92.86% | 81.0 | 52.45% | -2.10% | +5.88% | -5.23% | -3.94% | 13:07 | 06:21 | 10:58 | 12:15 | 13:47 | 58:17 | 02:49 | 02:05 |
 | Bracer | 107 | 69.48% | 79.7 | 53.27% | +2.21% | -5.12% | -5.12% | 0.00% | 02:12 | -01:29 | 01:42 | 02:15 | 02:34 | 04:37 | 00:52 | 00:38 |
 | Cornucopia | 10 | 6.49% | 78.5 | 80.00% | +29.31% | -13.33% | -30.00% | -0.77% | 42:03 | 30:26 | 32:29 | 37:02 | 54:04 | 1:04:37 | 21:35 | 15:59 |
 | Bottle | 12 | 7.79% | 77.2 | 75.00% | +24.30% | +25.00% | -8.33% | -33.33% | 02:27 | 01:19 | 01:40 | 02:01 | 02:33 | 06:10 | 00:53 | 00:39 |
 | Crystalys | 14 | 9.09% | 75.9 | 71.43% | +20.72% | +3.57% | +28.57% | 2.36% | 36:13 | 23:57 | 30:11 | 32:07 | 40:47 | 53:15 | 10:36 | 07:51 |
 | Linken's Sphere | 7 | 4.55% | 74.7 | 85.71% | +34.69% | -35.71% | +14.29% | 16.04% | 34:26 | 30:28 | 31:55 | 33:29 | 35:02 | 39:02 | 03:07 | 02:18 |
 | Quelling Blade | 96 | 62.34% | 73.4 | 48.96% | -9.66% | +1.04% | +5.21% | 0.00% | -01:10 | -01:30 | -01:29 | -01:29 | -01:29 | 27:05 | 00:00 | 00:00 |
 | Nullifier | 19 | 12.34% | 72.2 | 63.16% | +12.05% | +16.84% | -23.16% | -4.39% | 38:47 | 27:50 | 31:07 | 35:57 | 40:14 | 1:16:16 | 09:07 | 06:45 |
 | Wind Lace | 18 | 11.69% | 70.9 | 61.11% | +9.64% | -1.11% | -11.11% | -2.14% | 07:11 | -01:29 | 04:44 | 05:51 | 09:25 | 17:01 | 04:41 | 03:28 |
 | Void Stone | 10 | 6.49% | 69.6 | 70.00% | +18.61% | -3.33% | +30.00% | 1.63% | 43:03 | 26:10 | 31:35 | 38:33 | 52:05 | 1:06:45 | 20:30 | 15:11 |
 | Aghanim's Shard | 8 | 5.19% | 68.4 | 75.00% | +23.63% | +25.00% | -75.00% | -13.76% | 35:21 | 24:07 | 30:39 | 32:23 | 37:55 | 47:27 | 07:16 | 05:22 |
 | Refresher Orb | 3 | 1.95% | 67.1 | 100.00% | +48.34% | 0.00% | 0.00% | 0.00% | 53:41 | 42:00 | 42:00 | 54:22 | 1:04:42 | 1:04:42 | 22:42 | 16:48 |
 | Octarine Core | 5 | 3.25% | 65.8 | 80.00% | +28.32% | +20.00% | +20.00% | 0.00% | 51:03 | 32:33 | 32:33 | 52:09 | 56:45 | 1:07:20 | 24:12 | 17:55 |
 | Soul Ring | 11 | 7.14% | 64.6 | 54.55% | +2.10% | +12.12% | -21.22% | -5.59% | 13:22 | 03:51 | 08:43 | 12:09 | 14:41 | 28:28 | 05:58 | 04:25 |
 | Moon Shard | 6 | 3.90% | 63.3 | 66.67% | +14.64% | +33.33% | +33.33% | 0.00% | 37:56 | 27:37 | 27:39 | 34:48 | 46:09 | 47:00 | 18:30 | 13:42 |
 | Ring of Basilius | 4 | 2.60% | 62.0 | 75.00% | +23.00% | +25.00% | -75.00% | 0.00% | 23:58 | 06:22 | 06:22 | 07:14 | 17:10 | 1:05:04 | 10:48 | 08:00 |
 | Morbid Mask | 4 | 2.60% | 60.8 | 75.00% | +23.00% | +25.00% | -75.00% | 0.00% | 46:28 | 18:24 | 18:24 | 42:53 | 59:31 | 1:05:04 | 41:07 | 30:27 |
 | Desolator | 2 | 1.30% | 59.5 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 35:27 | 32:55 | 32:55 | 37:59 | 37:59 | 37:59 | 05:04 | 03:45 |
 | Satanic | 2 | 1.30% | 58.2 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 50:58 | 46:01 | 46:01 | 55:55 | 55:55 | 55:55 | 09:54 | 07:20 |
 | Aghanim's Blessing | 2 | 1.30% | 57.0 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 53:20 | 50:59 | 50:59 | 55:41 | 55:41 | 55:41 | 04:42 | 03:28 |
 | Aghanim's Scepter | 2 | 1.30% | 55.7 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 52:50 | 50:59 | 50:59 | 54:41 | 54:41 | 54:41 | 03:42 | 02:44 |
 | Swift Blink | 2 | 1.30% | 54.4 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 44:55 | 43:14 | 43:14 | 46:36 | 46:36 | 46:36 | 03:22 | 02:29 |
 | Ring of Health | 8 | 5.19% | 53.2 | 50.00% | -2.74% | 0.00% | 0.00% | 0.00% | 20:41 | 02:23 | 03:20 | 11:27 | 34:28 | 56:35 | 31:08 | 23:03 |
 | Javelin | 5 | 3.25% | 51.9 | 60.00% | +7.65% | +40.00% | -60.00% | -6.35% | 33:22 | 21:42 | 21:42 | 36:28 | 37:27 | 39:46 | 15:45 | 11:40 |
 | Monkey King Bar | 5 | 3.25% | 50.6 | 60.00% | +7.65% | +40.00% | +40.00% | 0.00% | 37:37 | 32:38 | 32:38 | 37:39 | 40:08 | 40:10 | 07:30 | 05:33 |
 | Crimson Guard | 4 | 2.60% | 49.4 | 50.00% | -2.67% | +50.00% | -50.00% | 0.00% | 26:14 | 13:23 | 13:23 | 24:01 | 28:35 | 38:57 | 15:12 | 11:15 |
 | Force Staff | 4 | 2.60% | 48.1 | 50.00% | -2.67% | +50.00% | -50.00% | 0.00% | 25:36 | 16:36 | 16:36 | 22:13 | 28:21 | 35:12 | 11:45 | 08:42 |
 | Dragon Lance | 1 | 0.65% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.65% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.65% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 00:00 | 00:00 |
 | Disperser | 1 | 0.65% | 43.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.65% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.65% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.65% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.65% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.65% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 00:00 | 00:00 |
 | Power Treads | 5 | 3.25% | 35.4 | 40.00% | -13.02% | +60.00% | -40.00% | -9.62% | 09:55 | 05:12 | 05:12 | 06:22 | 15:36 | 16:18 | 10:24 | 07:42 |
 | Fluffy Hat | 5 | 3.25% | 34.2 | 40.00% | -13.02% | -40.00% | -40.00% | 0.00% | 19:12 | 08:23 | 08:23 | 16:36 | 19:42 | 35:12 | 11:19 | 08:22 |
 | Vanguard | 5 | 3.25% | 32.9 | 40.00% | -13.02% | +60.00% | -40.00% | -9.87% | 14:20 | 04:19 | 04:19 | 07:45 | 14:27 | 38:48 | 10:08 | 07:30 |
 | Wraith Band | 9 | 5.84% | 31.6 | 22.22% | -32.26% | +27.78% | -22.22% | -50.00% | 01:42 | -01:29 | 01:22 | 01:56 | 02:13 | 03:33 | 00:51 | 00:37 |
 | Skull Basher | 2 | 1.30% | 30.4 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 33:52 | 26:06 | 26:06 | 41:37 | 41:37 | 41:37 | 15:31 | 11:29 |
 | Mekansm | 2 | 1.30% | 29.1 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 17:39 | 16:20 | 16:20 | 18:57 | 18:57 | 18:57 | 02:37 | 01:56 |
 | Vladmir's Offering | 2 | 1.30% | 27.8 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 42:01 | 18:58 | 18:58 | 1:05:04 | 1:05:04 | 1:05:04 | 46:06 | 34:08 |
 | Overwhelming Blink | 2 | 1.30% | 26.6 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 1:12:05 | 60:58 | 60:58 | 1:23:11 | 1:23:11 | 1:23:11 | 22:13 | 16:27 |
 | Diffusal Blade | 2 | 1.30% | 25.3 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 31:15 | 30:22 | 30:22 | 32:07 | 32:07 | 32:07 | 01:45 | 01:17 |
 | Heart of Tarrasque | 2 | 1.30% | 24.1 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 38:19 | 37:51 | 37:51 | 38:46 | 38:46 | 38:46 | 00:55 | 00:40 |
 | Hand of Midas | 2 | 1.30% | 22.8 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 17:18 | 12:25 | 12:25 | 22:11 | 22:11 | 22:11 | 09:46 | 07:14 |
 | Boots of Travel | 2 | 1.30% | 21.5 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 44:52 | 33:05 | 33:05 | 56:39 | 56:39 | 56:39 | 23:34 | 17:27 |
 | Blight Stone | 2 | 1.30% | 20.3 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 22:29 | 06:58 | 06:58 | 37:59 | 37:59 | 37:59 | 31:01 | 22:58 |
 | Aether Lens | 2 | 1.30% | 19.0 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 28:43 | 26:10 | 26:10 | 31:16 | 31:16 | 31:16 | 05:06 | 03:46 |
 | Headdress | 3 | 1.95% | 17.7 | 33.33% | -19.65% | -33.33% | 0.00% | 0.00% | 15:11 | 13:05 | 13:05 | 13:53 | 18:36 | 18:36 | 05:31 | 04:05 |
 | Arcane Boots | 5 | 3.25% | 16.5 | 20.00% | -33.69% | -20.00% | -20.00% | 0.00% | 18:28 | 11:19 | 11:19 | 12:51 | 13:09 | 43:01 | 01:50 | 01:21 |
 | Mage Slayer | 1 | 0.65% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 00:00 | 00:00 |
 | Daedalus | 2 | 1.30% | 13.9 | 0.00% | -53.29% | 0.00% | 0.00% | 0.00% | 39:11 | 31:14 | 31:14 | 47:08 | 47:08 | 47:08 | 15:54 | 11:46 |
 | Lotus Orb | 1 | 0.65% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.65% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.65% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.65% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.65% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:32 | 10:32 | 10:32 | 10:32 | 10:32 | 10:32 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.65% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 1:02:21 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.65% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:20:15 | 1:20:15 | 1:20:15 | 1:20:15 | 1:20:15 | 1:20:15 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 1.30% | 3.8 | 0.00% | -53.29% | 0.00% | 0.00% | 0.00% | 21:50 | 11:55 | 11:55 | 31:45 | 31:45 | 31:45 | 19:50 | 14:41 |
 | Orb of Venom | 1 | 0.65% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:37 | 00:37 | 00:37 | 00:37 | 00:37 | 00:37 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.65% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:32 | 58:32 | 58:32 | 58:32 | 58:32 | 58:32 | 00:00 | 00:00 |