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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 | |
 | Swift Blink | 78 | 25.57% | 100.0 | 75.64% | +37.75% | +19.36% | -17.75% | -4.82% | 41:12 | 26:58 | 37:15 | 41:11 | 44:57 | 56:04 | 07:42 | 05:42 |
 | Abyssal Blade | 150 | 49.18% | 98.2 | 66.67% | +37.64% | +9.65% | -23.43% | -5.32% | 32:56 | 21:57 | 29:25 | 31:35 | 35:38 | 58:11 | 06:13 | 04:36 |
 | Satanic | 19 | 6.23% | 96.5 | 84.21% | +39.11% | +15.79% | -4.21% | 0.00% | 36:19 | 19:09 | 28:57 | 35:04 | 36:32 | 1:07:48 | 07:35 | 05:37 |
 | Vanguard | 151 | 49.51% | 94.7 | 66.23% | +37.01% | +15.35% | -16.23% | -5.21% | 32:11 | 12:05 | 28:45 | 31:18 | 34:49 | 58:11 | 06:04 | 04:29 |
 | Eye of Skadi | 8 | 2.62% | 93.0 | 100.00% | +53.87% | 0.00% | 0.00% | 0.00% | 37:14 | 29:01 | 30:50 | 32:07 | 36:08 | 1:06:07 | 05:18 | 03:55 |
 | Skull Basher | 256 | 83.93% | 91.2 | 53.91% | +39.62% | +28.90% | -25.78% | -13.45% | 26:24 | 17:23 | 24:20 | 26:00 | 28:24 | 47:06 | 04:04 | 03:00 |
 | Ring of Health | 244 | 80.00% | 89.5 | 53.69% | +30.74% | -1.23% | +2.05% | 0.65% | 09:10 | 01:49 | 03:35 | 05:56 | 08:40 | 48:11 | 05:05 | 03:45 |
 | Void Stone | 212 | 69.51% | 87.7 | 52.83% | +17.35% | 0.00% | -13.21% | -3.92% | 11:50 | 05:24 | 10:02 | 11:43 | 13:24 | 45:38 | 03:22 | 02:29 |
 | Blink Dagger | 295 | 96.72% | 86.0 | 49.15% | +49.15% | +21.12% | -16.72% | -6.27% | 19:37 | 13:22 | 16:31 | 18:25 | 22:33 | 33:46 | 06:02 | 04:28 |
 | Battle Fury | 291 | 95.41% | 84.2 | 48.45% | +19.88% | +17.30% | -15.57% | -16.03% | 14:13 | 09:46 | 13:10 | 14:07 | 15:13 | 18:33 | 02:03 | 01:31 |
 | Black King Bar | 283 | 92.79% | 82.5 | 48.41% | +12.05% | +7.93% | -7.56% | -4.97% | 22:08 | 16:18 | 20:20 | 21:45 | 23:27 | 37:45 | 03:07 | 02:18 |
 | Quelling Blade | 305 | 100.00% | 80.7 | 47.54% | +47.54% | -12.01% | +3.78% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 09:55 | 00:00 | 00:00 |
 | Boots of Speed | 305 | 100.00% | 78.9 | 47.54% | +47.54% | +3.78% | -1.49% | -2.15% | 03:13 | 00:24 | 01:58 | 02:52 | 04:25 | 07:34 | 02:27 | 01:48 |
 | Magic Stick | 258 | 84.59% | 77.2 | 47.67% | +0.86% | -3.05% | -5.48% | 0.00% | -00:04 | -01:30 | -01:29 | -01:29 | -01:29 | 23:43 | 00:00 | 00:00 |
 | Morbid Mask | 31 | 10.16% | 75.4 | 61.29% | +15.30% | -23.79% | +1.21% | 1.08% | 27:00 | 04:31 | 11:29 | 29:47 | 34:44 | 1:07:35 | 23:15 | 17:13 |
 | Magic Wand | 197 | 64.59% | 73.7 | 47.72% | +0.50% | -10.99% | -8.94% | 0.17% | 09:44 | -01:30 | 03:49 | 08:35 | 15:42 | 25:05 | 11:53 | 08:48 |
 | Phase Boots | 234 | 76.72% | 71.9 | 47.01% | -2.29% | +8.92% | -2.18% | -4.19% | 07:54 | 03:29 | 06:03 | 07:11 | 08:42 | 26:26 | 02:39 | 01:57 |
 | Chainmail | 235 | 77.05% | 70.2 | 46.81% | -3.19% | +0.65% | -2.74% | -1.17% | 06:43 | 01:58 | 04:45 | 06:05 | 07:39 | 26:21 | 02:54 | 02:08 |
 | Wraith Band | 81 | 26.56% | 68.4 | 51.85% | +5.87% | +3.15% | +8.15% | 2.97% | 04:28 | 00:26 | 01:48 | 02:20 | 03:29 | 31:22 | 01:41 | 01:14 |
 | Wind Lace | 131 | 42.95% | 66.7 | 48.85% | +2.30% | +5.70% | -15.52% | -6.06% | 13:14 | 02:34 | 11:37 | 13:38 | 15:07 | 33:56 | 03:30 | 02:35 |
 | Aghanim's Scepter | 26 | 8.52% | 64.9 | 61.54% | +15.30% | +9.89% | -11.54% | -2.60% | 35:50 | 20:29 | 30:11 | 32:56 | 38:26 | 1:02:57 | 08:15 | 06:06 |
 | Power Treads | 67 | 21.97% | 63.2 | 50.75% | +4.11% | +19.84% | -15.46% | -18.58% | 07:36 | 04:33 | 06:12 | 07:05 | 08:06 | 16:51 | 01:54 | 01:24 |
 | Orb of Venom | 38 | 12.46% | 61.4 | 55.26% | +8.82% | +4.74% | +11.41% | 2.41% | 02:42 | -01:29 | 01:21 | 02:13 | 04:07 | 09:45 | 02:46 | 02:02 |
 | Nullifier | 42 | 13.77% | 59.6 | 52.38% | +5.61% | +20.35% | -2.38% | -2.19% | 37:37 | 19:58 | 30:58 | 34:57 | 41:20 | 1:08:37 | 10:22 | 07:40 |
 | Helm of Iron Will | 43 | 14.10% | 57.9 | 51.16% | +4.21% | +21.57% | -5.71% | -3.04% | 36:06 | 19:38 | 30:35 | 33:46 | 39:34 | 1:08:37 | 08:59 | 06:39 |
 | Monkey King Bar | 61 | 20.00% | 56.1 | 47.54% | 0.00% | +12.46% | -7.54% | -2.63% | 35:56 | 25:37 | 31:22 | 35:26 | 38:59 | 1:11:14 | 07:37 | 05:38 |
 | Crystalys | 10 | 3.28% | 54.4 | 70.00% | +23.22% | +30.00% | -70.00% | 0.00% | 33:56 | 29:41 | 30:42 | 33:58 | 36:43 | 37:54 | 06:01 | 04:27 |
 | Boots of Travel 2 | 8 | 2.62% | 52.6 | 75.00% | +28.20% | +25.00% | +25.00% | 0.00% | 50:31 | 37:07 | 39:40 | 47:43 | 1:01:13 | 1:04:58 | 21:33 | 15:57 |
 | Javelin | 66 | 21.64% | 50.9 | 43.94% | -4.60% | +3.12% | +6.06% | 0.34% | 33:28 | 22:08 | 29:18 | 32:54 | 37:53 | 46:33 | 08:35 | 06:21 |
 | Cornucopia | 80 | 26.23% | 49.1 | 37.50% | -13.61% | +2.50% | -7.50% | -3.16% | 08:27 | 02:52 | 06:35 | 08:30 | 09:45 | 16:06 | 03:10 | 02:20 |
 | Moon Shard | 3 | 0.98% | 47.4 | 100.00% | +52.98% | 0.00% | 0.00% | 0.00% | 60:43 | 58:48 | 58:48 | 60:05 | 1:03:17 | 1:03:17 | 04:29 | 03:19 |
 | Ghost Scepter | 3 | 0.98% | 45.6 | 100.00% | +52.98% | 0.00% | 0.00% | 0.00% | 33:12 | 27:32 | 27:32 | 30:06 | 41:58 | 41:58 | 14:26 | 10:41 |
 | Fluffy Hat | 10 | 3.28% | 43.9 | 60.00% | +12.88% | +6.67% | -10.00% | 0.00% | 07:55 | 03:10 | 06:04 | 07:49 | 09:43 | 14:11 | 03:39 | 02:42 |
 | Orb of Corrosion | 10 | 3.28% | 42.1 | 60.00% | +12.88% | +6.67% | -10.00% | 0.00% | 08:32 | 04:28 | 06:40 | 08:38 | 09:45 | 14:51 | 03:05 | 02:17 |
 | Aghanim's Shard | 92 | 30.16% | 40.4 | 33.70% | -19.82% | +9.78% | +14.13% | 0.59% | 30:49 | 17:00 | 26:36 | 30:30 | 34:02 | 49:30 | 07:26 | 05:30 |
 | Refresher Orb | 13 | 4.26% | 38.6 | 53.85% | +6.59% | +12.82% | +46.15% | 0.00% | 46:23 | 32:28 | 36:22 | 49:58 | 54:05 | 58:02 | 17:43 | 13:07 |
 | Blight Stone | 11 | 3.61% | 36.8 | 54.55% | +7.27% | +12.12% | -21.22% | 0.00% | 06:54 | 01:39 | 03:32 | 07:00 | 08:52 | 14:10 | 05:20 | 03:57 |
 | Linken's Sphere | 24 | 7.87% | 35.1 | 41.67% | -6.37% | +25.00% | -25.00% | -8.72% | 37:28 | 30:09 | 34:13 | 36:19 | 39:57 | 49:44 | 05:44 | 04:14 |
 | Aghanim's Blessing | 6 | 1.97% | 33.3 | 66.67% | +19.51% | +33.33% | +33.33% | 0.00% | 47:15 | 34:20 | 40:05 | 42:50 | 56:01 | 60:22 | 15:56 | 11:48 |
 | Sange | 12 | 3.93% | 31.6 | 50.00% | +2.56% | -16.67% | -16.67% | 0.00% | 25:26 | 18:24 | 20:39 | 24:03 | 29:21 | 32:27 | 08:42 | 06:26 |
 | Diffusal Blade | 16 | 5.25% | 29.8 | 43.75% | -4.00% | +6.25% | -18.75% | 0.00% | 13:54 | 10:12 | 10:54 | 12:09 | 15:20 | 23:39 | 04:26 | 03:17 |
 | Shadow Blade | 4 | 1.31% | 28.1 | 75.00% | +27.82% | +25.00% | -75.00% | 0.00% | 34:25 | 26:56 | 26:56 | 33:23 | 35:40 | 41:39 | 08:44 | 06:28 |
 | Silver Edge | 4 | 1.31% | 26.3 | 75.00% | +27.82% | +25.00% | -75.00% | 0.00% | 36:24 | 29:58 | 29:58 | 36:41 | 37:14 | 41:42 | 07:16 | 05:22 |
 | Boots of Travel | 4 | 1.31% | 24.6 | 75.00% | +27.82% | +25.00% | +25.00% | 0.00% | 36:18 | 19:23 | 19:23 | 33:57 | 42:31 | 49:20 | 23:08 | 17:08 |
 | Daedalus | 4 | 1.31% | 22.8 | 75.00% | +27.82% | +25.00% | +25.00% | 0.00% | 37:25 | 33:32 | 33:32 | 37:31 | 37:43 | 40:54 | 04:11 | 03:05 |
 | Yasha | 10 | 3.28% | 21.1 | 50.00% | +2.54% | -16.67% | 0.00% | 0.00% | 24:14 | 15:40 | 19:56 | 23:54 | 27:48 | 32:59 | 07:52 | 05:49 |
 | Sange and Yasha | 10 | 3.28% | 19.3 | 50.00% | +2.54% | -16.67% | -50.00% | 0.00% | 26:26 | 18:52 | 22:42 | 25:17 | 30:19 | 32:59 | 07:37 | 05:38 |
 | Scythe of Vyse | 1 | 0.33% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.33% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Desolator | 1 | 0.33% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.33% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.33% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 0.66% | 8.8 | 50.00% | +2.48% | +50.00% | 0.00% | 0.00% | 34:21 | 28:25 | 28:25 | 40:16 | 40:16 | 40:16 | 11:51 | 08:46 |
 | Heaven's Halberd | 2 | 0.66% | 7.0 | 50.00% | +2.48% | +50.00% | 0.00% | 0.00% | 27:04 | 23:52 | 23:52 | 30:15 | 30:15 | 30:15 | 06:23 | 04:43 |
 | Mage Slayer | 2 | 0.66% | 5.3 | 50.00% | +2.48% | +50.00% | 0.00% | 0.00% | 36:26 | 30:14 | 30:14 | 42:38 | 42:38 | 42:38 | 12:24 | 09:11 |
 | Divine Rapier | 3 | 0.98% | 3.5 | 0.00% | -48.01% | 0.00% | 0.00% | 0.00% | 52:52 | 38:37 | 38:37 | 49:50 | 1:10:10 | 1:10:10 | 31:33 | 23:22 |
 | Disperser | 1 | 0.33% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |