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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 | |
 | Bottle | 10 | 7.30% | 100.0 | 90.00% | +52.99% | -23.33% | +10.00% | 33.33% | 01:27 | 01:01 | 01:18 | 01:26 | 01:34 | 01:54 | 00:16 | 00:11 |
 | Ring of Health | 21 | 15.33% | 98.5 | 66.67% | +30.46% | -6.67% | -26.67% | -1.37% | 32:00 | 15:32 | 19:46 | 32:38 | 34:22 | 52:21 | 14:36 | 10:48 |
 | Aghanim's Scepter | 36 | 26.28% | 97.1 | 58.33% | +23.68% | +19.45% | -13.89% | -7.04% | 26:58 | 21:11 | 24:12 | 26:46 | 28:56 | 40:54 | 04:44 | 03:30 |
 | Blink Dagger | 46 | 33.58% | 95.6 | 54.35% | +20.28% | +3.98% | -17.99% | -2.83% | 26:54 | 14:02 | 22:38 | 25:45 | 30:24 | 43:53 | 07:46 | 05:45 |
 | Orb of Venom | 30 | 21.90% | 94.1 | 53.33% | +15.95% | +9.17% | +3.81% | -5.36% | 00:32 | -01:30 | -01:29 | -01:29 | 01:32 | 11:14 | 03:01 | 02:14 |
 | Boots of Speed | 137 | 100.00% | 92.6 | 40.88% | +40.88% | -8.53% | +6.18% | 6.26% | 05:10 | -01:29 | 03:51 | 05:06 | 06:12 | 14:21 | 02:21 | 01:44 |
 | Aghanim's Shard | 83 | 60.58% | 91.2 | 43.37% | +6.33% | +9.01% | -5.27% | -2.25% | 21:53 | 15:01 | 17:23 | 20:17 | 23:43 | 54:16 | 06:20 | 04:41 |
 | Magic Stick | 116 | 84.67% | 89.7 | 40.52% | -2.34% | -12.93% | +4.31% | 3.72% | 03:02 | -01:29 | -01:29 | 02:30 | 06:07 | 14:44 | 07:36 | 05:37 |
 | Ring of Protection | 105 | 76.64% | 88.2 | 40.95% | +0.32% | -10.18% | +5.20% | 2.28% | 08:59 | -01:28 | 02:46 | 05:02 | 09:31 | 46:17 | 06:45 | 05:00 |
 | Magic Wand | 120 | 87.59% | 86.8 | 40.00% | -7.06% | -3.33% | +3.33% | 1.15% | 07:35 | -01:29 | 04:26 | 07:30 | 10:14 | 32:45 | 05:48 | 04:17 |
 | Soul Ring | 81 | 59.12% | 85.3 | 41.98% | +2.69% | -21.98% | +3.02% | 6.12% | 05:41 | 01:46 | 03:17 | 04:18 | 07:22 | 17:39 | 04:05 | 03:01 |
 | Phase Boots | 74 | 54.01% | 83.8 | 41.89% | +2.21% | -10.31% | -3.00% | 3.43% | 08:42 | 05:34 | 07:12 | 08:26 | 09:20 | 21:23 | 02:08 | 01:34 |
 | Void Stone | 11 | 8.03% | 82.4 | 63.64% | +24.75% | +36.36% | -30.31% | -4.67% | 35:55 | 19:03 | 26:54 | 33:31 | 41:10 | 50:37 | 14:16 | 10:34 |
 | Chainmail | 82 | 59.85% | 80.9 | 40.24% | -1.58% | +2.62% | -5.24% | -2.86% | 09:05 | 01:45 | 06:20 | 07:49 | 09:05 | 36:16 | 02:45 | 02:02 |
 | Black King Bar | 66 | 48.18% | 79.4 | 40.91% | +0.06% | -11.50% | -3.41% | 1.38% | 20:43 | 14:28 | 17:14 | 19:13 | 23:05 | 42:52 | 05:51 | 04:20 |
 | Arcane Boots | 44 | 32.12% | 77.9 | 43.18% | +3.40% | +29.55% | +2.27% | -10.04% | 11:59 | 06:59 | 10:04 | 11:36 | 12:47 | 29:20 | 02:43 | 02:00 |
 | Fluffy Hat | 45 | 32.85% | 76.5 | 42.22% | +2.00% | -14.95% | +3.23% | 3.22% | 13:33 | 03:13 | 10:06 | 12:39 | 15:45 | 39:26 | 05:39 | 04:11 |
 | Blight Stone | 34 | 24.82% | 75.0 | 44.12% | +4.31% | -10.79% | +5.88% | 1.18% | 16:13 | -01:29 | 09:41 | 14:55 | 23:50 | 30:36 | 14:09 | 10:28 |
 | Headdress | 43 | 31.39% | 73.5 | 41.86% | +1.43% | +21.78% | -5.50% | -6.20% | 15:54 | -01:29 | 12:50 | 15:19 | 17:14 | 39:26 | 04:24 | 03:15 |
 | Quelling Blade | 53 | 38.69% | 72.1 | 39.62% | -2.05% | +14.23% | +6.53% | 0.00% | -00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 36:04 | 00:00 | 00:00 |
 | Skull Basher | 29 | 21.17% | 70.6 | 44.83% | +5.02% | +26.60% | -1.97% | -3.90% | 28:55 | 21:47 | 24:35 | 27:33 | 31:55 | 52:18 | 07:20 | 05:25 |
 | Bracer | 38 | 27.74% | 69.1 | 42.11% | +1.71% | -12.11% | -31.00% | -18.89% | 02:03 | -01:29 | 01:30 | 02:06 | 02:28 | 04:02 | 00:58 | 00:42 |
 | Holy Locket | 35 | 25.55% | 67.6 | 42.86% | +2.66% | +23.81% | -9.53% | -8.10% | 18:25 | 12:46 | 14:28 | 16:16 | 18:35 | 40:04 | 04:07 | 03:02 |
 | Desolator | 24 | 17.52% | 66.2 | 45.83% | +6.01% | +20.84% | -12.50% | -3.62% | 23:03 | 14:00 | 18:22 | 23:50 | 27:34 | 30:48 | 09:12 | 06:48 |
 | Morbid Mask | 22 | 16.06% | 64.7 | 45.45% | +5.45% | -28.78% | +14.55% | 2.99% | 27:33 | 13:39 | 20:44 | 23:26 | 35:13 | 46:17 | 14:29 | 10:43 |
 | Echo Sabre | 23 | 16.79% | 63.2 | 43.48% | +3.13% | +6.52% | -10.15% | -9.90% | 13:14 | 11:33 | 12:09 | 13:08 | 13:50 | 15:09 | 01:41 | 01:14 |
 | Vanguard | 6 | 4.38% | 61.8 | 66.67% | +26.98% | -16.67% | +33.33% | 0.00% | 36:28 | 32:12 | 32:36 | 32:57 | 34:22 | 52:22 | 01:46 | 01:18 |
 | Buckler | 28 | 20.44% | 60.3 | 39.29% | -1.99% | -10.72% | +32.14% | 3.00% | 26:53 | 10:24 | 19:39 | 24:49 | 33:56 | 46:17 | 14:17 | 10:34 |
 | Tranquil Boots | 9 | 6.57% | 58.8 | 55.56% | +15.72% | -55.56% | +44.44% | 12.68% | 18:05 | 10:07 | 10:28 | 17:21 | 18:21 | 39:00 | 07:53 | 05:50 |
 | Refresher Orb | 4 | 2.92% | 57.4 | 75.00% | +35.15% | +25.00% | +25.00% | 0.00% | 42:49 | 33:56 | 33:56 | 41:40 | 45:02 | 50:37 | 11:06 | 08:13 |
 | Orb of Corrosion | 7 | 5.11% | 55.9 | 57.14% | +17.14% | -57.14% | +42.86% | 0.00% | 07:45 | 03:13 | 05:25 | 07:54 | 09:03 | 11:20 | 03:38 | 02:41 |
 | Vladmir's Offering | 17 | 12.41% | 54.4 | 41.18% | +0.35% | -16.18% | +33.82% | 6.98% | 27:07 | 14:27 | 21:03 | 23:56 | 28:13 | 46:39 | 07:10 | 05:18 |
 | Ring of Basilius | 18 | 13.14% | 52.9 | 38.89% | -2.29% | -18.89% | +36.11% | 2.86% | 23:54 | 10:23 | 15:23 | 20:26 | 34:37 | 46:17 | 19:14 | 14:14 |
 | Satanic | 5 | 3.65% | 51.5 | 60.00% | +19.85% | +40.00% | -60.00% | 0.00% | 33:56 | 27:06 | 27:06 | 35:29 | 35:49 | 40:47 | 08:43 | 06:27 |
 | Hood of Defiance | 5 | 3.65% | 50.0 | 60.00% | +19.85% | -60.00% | +40.00% | 0.00% | 18:53 | 15:39 | 15:39 | 18:29 | 20:30 | 22:06 | 04:51 | 03:35 |
 | Wind Lace | 21 | 15.33% | 48.5 | 33.33% | -8.91% | +6.67% | +6.67% | 0.00% | 11:24 | -01:29 | 05:38 | 09:30 | 16:40 | 36:16 | 11:02 | 08:10 |
 | Wraith Pact | 13 | 9.49% | 47.1 | 38.46% | -2.67% | -5.13% | +28.21% | 6.80% | 29:21 | 21:38 | 24:41 | 29:03 | 29:35 | 48:11 | 04:54 | 03:37 |
 | Crimson Guard | 3 | 2.19% | 45.6 | 66.67% | +26.37% | +33.33% | 0.00% | 0.00% | 35:52 | 35:50 | 35:50 | 35:50 | 35:56 | 35:56 | 00:06 | 00:04 |
 | Abyssal Blade | 3 | 2.19% | 44.1 | 66.67% | +26.37% | +33.33% | 0.00% | 0.00% | 41:28 | 33:26 | 33:26 | 38:25 | 52:32 | 52:32 | 19:06 | 14:08 |
 | Helm of Iron Will | 3 | 2.19% | 42.6 | 66.67% | +26.37% | +33.33% | 0.00% | 0.00% | 35:36 | 35:19 | 35:19 | 35:34 | 35:56 | 35:56 | 00:37 | 00:27 |
 | Crystalys | 3 | 2.19% | 41.2 | 66.67% | +26.37% | +33.33% | 0.00% | 0.00% | 38:49 | 31:09 | 31:09 | 37:57 | 47:20 | 47:20 | 16:11 | 11:59 |
 | Pipe of Insight | 4 | 2.92% | 39.7 | 50.00% | +9.40% | -50.00% | +50.00% | 0.00% | 22:01 | 18:29 | 18:29 | 21:55 | 23:13 | 24:26 | 04:44 | 03:30 |
 | Lotus Orb | 4 | 2.92% | 38.2 | 50.00% | +9.40% | +50.00% | -50.00% | 0.00% | 33:36 | 19:03 | 19:03 | 27:04 | 41:11 | 47:06 | 22:08 | 16:23 |
 | Daedalus | 1 | 0.73% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.73% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 3.65% | 33.8 | 40.00% | -0.91% | +60.00% | +60.00% | 0.00% | 27:44 | 20:07 | 20:07 | 27:47 | 30:09 | 38:02 | 10:02 | 07:25 |
 | Overwhelming Blink | 5 | 3.65% | 32.4 | 40.00% | -0.91% | +60.00% | -40.00% | 0.00% | 37:40 | 29:21 | 29:21 | 37:33 | 38:19 | 49:16 | 08:58 | 06:38 |
 | Assault Cuirass | 7 | 5.11% | 30.9 | 28.57% | -12.97% | -28.57% | +21.43% | 0.00% | 32:35 | 27:44 | 29:14 | 32:44 | 34:27 | 39:37 | 05:13 | 03:51 |
 | Sange | 7 | 5.11% | 29.4 | 28.57% | -12.97% | +21.43% | +21.43% | 0.00% | 27:34 | 11:53 | 19:20 | 26:00 | 36:20 | 37:31 | 17:00 | 12:35 |
 | Drum of Endurance | 2 | 1.46% | 27.9 | 50.00% | +9.26% | -50.00% | 0.00% | 0.00% | 30:02 | 21:23 | 21:23 | 38:41 | 38:41 | 38:41 | 17:18 | 12:48 |
 | Aeon Disk | 2 | 1.46% | 26.5 | 50.00% | +9.26% | -50.00% | 0.00% | 0.00% | 38:17 | 36:32 | 36:32 | 40:02 | 40:02 | 40:02 | 03:30 | 02:35 |
 | Glimmer Cape | 3 | 2.19% | 25.0 | 33.33% | -7.71% | -33.33% | 0.00% | 0.00% | 25:01 | 16:50 | 16:50 | 20:05 | 38:08 | 38:08 | 21:18 | 15:46 |
 | Mekansm | 5 | 3.65% | 23.5 | 20.00% | -21.67% | +80.00% | -20.00% | 0.00% | 21:07 | 14:34 | 14:34 | 18:21 | 24:52 | 30:17 | 10:18 | 07:37 |
 | Spirit Vessel | 5 | 3.65% | 22.1 | 20.00% | -21.67% | -20.00% | -20.00% | 0.00% | 16:24 | 12:56 | 12:56 | 15:31 | 16:02 | 24:25 | 03:06 | 02:17 |
 | Urn of Shadows | 6 | 4.38% | 20.6 | 16.67% | -25.31% | -16.67% | -16.67% | 0.00% | 09:25 | 04:02 | 08:08 | 08:53 | 11:57 | 13:00 | 03:49 | 02:49 |
 | Mage Slayer | 3 | 2.19% | 19.1 | 0.00% | -41.79% | 0.00% | 0.00% | 0.00% | 27:50 | 13:00 | 13:00 | 28:20 | 42:09 | 42:09 | 29:09 | 21:35 |
 | Javelin | 1 | 0.73% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.73% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 00:00 | 00:00 |
 | Radiance | 1 | 0.73% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Crown | 2 | 1.46% | 13.2 | 0.00% | -41.48% | 0.00% | 0.00% | 0.00% | 28:41 | 21:06 | 21:06 | 36:16 | 36:16 | 36:16 | 15:10 | 11:14 |
 | Medallion of Courage | 2 | 1.46% | 11.8 | 0.00% | -41.48% | 0.00% | 0.00% | 0.00% | 24:35 | 12:46 | 12:46 | 36:24 | 36:24 | 36:24 | 23:38 | 17:30 |
 | Bloodthorn | 1 | 0.73% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.73% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.46% | 7.4 | 0.00% | -41.48% | 0.00% | 0.00% | 0.00% | 41:07 | 40:25 | 40:25 | 41:48 | 41:48 | 41:48 | 01:23 | 01:01 |
 | Orchid Malevolence | 1 | 0.73% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.46% | 4.4 | 0.00% | -41.48% | 0.00% | 0.00% | 0.00% | 29:17 | 22:10 | 22:10 | 36:24 | 36:24 | 36:24 | 14:14 | 10:32 |
 | Force Staff | 5 | 3.65% | 2.9 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 28:40 | 18:51 | 18:51 | 27:32 | 30:00 | 43:01 | 11:09 | 08:15 |
 | Shadow Blade | 1 | 0.73% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 00:00 | 00:00 |