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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 | |
 | Overwhelming Blink | 24 | 11.76% | 100.0 | 83.33% | +32.77% | +16.67% | 0.00% | -1.69% | 46:50 | 35:01 | 42:11 | 44:46 | 52:04 | 60:02 | 09:53 | 07:19 |
 | Aether Lens | 33 | 16.18% | 98.5 | 75.76% | +25.47% | -0.76% | +24.24% | 4.60% | 40:55 | 29:51 | 37:07 | 39:11 | 42:33 | 58:13 | 05:26 | 04:01 |
 | Aghanim's Scepter | 105 | 51.47% | 97.0 | 64.76% | +21.33% | +8.32% | -7.07% | -2.08% | 27:47 | 18:42 | 23:50 | 28:09 | 31:13 | 40:43 | 07:23 | 05:28 |
 | Octarine Core | 39 | 19.12% | 95.5 | 71.79% | +21.49% | -1.79% | +18.21% | 3.30% | 41:15 | 24:53 | 37:30 | 39:41 | 43:34 | 58:13 | 06:04 | 04:29 |
 | Void Stone | 92 | 45.10% | 94.0 | 65.22% | +19.68% | -4.35% | +4.35% | 0.66% | 32:20 | 05:48 | 25:07 | 32:44 | 38:15 | 58:13 | 13:08 | 09:43 |
 | Skull Basher | 136 | 66.67% | 92.5 | 61.03% | +19.85% | -5.15% | +3.68% | 1.26% | 32:25 | 21:33 | 28:07 | 31:52 | 35:07 | 58:47 | 07:00 | 05:11 |
 | Blink Dagger | 183 | 89.71% | 91.0 | 58.47% | +39.42% | +6.75% | +0.23% | -0.94% | 22:16 | 12:27 | 18:05 | 20:39 | 25:02 | 47:12 | 06:57 | 05:08 |
 | Ring of Health | 77 | 37.75% | 89.6 | 62.34% | +12.73% | -20.23% | -9.71% | 0.70% | 29:39 | 02:19 | 22:04 | 28:44 | 37:09 | 1:14:08 | 15:05 | 11:10 |
 | Black King Bar | 32 | 15.69% | 88.1 | 68.75% | +17.01% | +18.75% | +6.25% | -0.93% | 30:01 | 18:13 | 22:51 | 27:41 | 36:16 | 52:20 | 13:25 | 09:56 |
 | Magic Wand | 185 | 90.69% | 86.6 | 56.22% | +19.38% | -4.05% | -6.22% | -0.42% | 08:01 | -01:24 | 05:01 | 07:29 | 10:11 | 24:23 | 05:10 | 03:49 |
 | Magic Stick | 195 | 95.59% | 85.1 | 55.38% | +22.05% | -4.36% | +5.84% | 2.46% | 04:22 | -01:29 | 02:12 | 03:09 | 06:21 | 18:45 | 04:09 | 03:04 |
 | Diffusal Blade | 178 | 87.25% | 83.6 | 55.06% | +5.06% | +7.16% | -20.97% | -13.29% | 14:17 | 09:29 | 13:15 | 14:12 | 15:22 | 20:20 | 02:07 | 01:34 |
 | Boots of Speed | 203 | 99.51% | 82.1 | 54.19% | -45.81% | +4.63% | -3.21% | -3.22% | 05:04 | -01:29 | 04:01 | 05:11 | 06:27 | 12:25 | 02:26 | 01:48 |
 | Quelling Blade | 202 | 99.02% | 80.6 | 53.96% | -46.04% | +8.79% | -3.96% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 06:33 | 00:00 | 00:00 |
 | Blight Stone | 188 | 92.16% | 79.1 | 54.26% | -1.99% | +11.70% | +1.06% | -5.65% | 04:01 | -01:28 | 02:35 | 03:08 | 04:28 | 13:14 | 01:53 | 01:23 |
 | Bottle | 175 | 85.78% | 77.6 | 54.29% | -0.88% | +7.07% | -6.56% | -13.63% | 01:42 | 00:18 | 01:22 | 01:35 | 01:43 | 09:07 | 00:21 | 00:15 |
 | Arcane Boots | 178 | 87.25% | 76.1 | 53.93% | -3.76% | +3.85% | -10.75% | -7.30% | 08:25 | 04:01 | 07:10 | 08:16 | 09:10 | 24:08 | 02:00 | 01:28 |
 | Fluffy Hat | 156 | 76.47% | 74.6 | 53.85% | -2.40% | +2.56% | -5.13% | -1.68% | 07:35 | 02:58 | 04:45 | 06:37 | 09:19 | 25:22 | 04:34 | 03:22 |
 | Orb of Venom | 154 | 75.49% | 73.1 | 53.90% | -2.10% | -2.62% | -3.90% | -0.29% | 07:10 | 01:25 | 04:37 | 06:16 | 09:02 | 21:31 | 04:25 | 03:16 |
 | Abyssal Blade | 25 | 12.25% | 71.6 | 68.00% | +15.49% | -1.33% | -1.33% | 0.00% | 47:58 | 32:30 | 40:31 | 46:25 | 52:12 | 1:14:14 | 11:41 | 08:39 |
 | Ring of Protection | 25 | 12.25% | 70.1 | 68.00% | +15.49% | -1.33% | -1.33% | 0.00% | 16:45 | -01:30 | 06:39 | 18:06 | 21:36 | 50:43 | 14:57 | 11:04 |
 | Orb of Corrosion | 153 | 75.00% | 68.7 | 53.59% | -3.27% | +6.94% | -3.59% | -2.58% | 08:04 | 03:29 | 05:31 | 07:15 | 09:36 | 22:08 | 04:05 | 03:01 |
 | Vanguard | 27 | 13.24% | 67.2 | 66.67% | +14.13% | -9.53% | +4.76% | 0.87% | 39:16 | 05:18 | 32:23 | 43:21 | 48:51 | 1:14:08 | 16:28 | 12:11 |
 | Sange | 18 | 8.82% | 65.7 | 72.22% | +19.53% | +27.78% | +27.78% | 0.00% | 26:53 | 17:08 | 20:55 | 24:04 | 32:38 | 43:15 | 11:43 | 08:40 |
 | Heaven's Halberd | 18 | 8.82% | 64.2 | 72.22% | +19.53% | +27.78% | +2.78% | 0.00% | 28:23 | 19:29 | 22:13 | 27:09 | 33:21 | 43:41 | 11:08 | 08:14 |
 | Buckler | 20 | 9.80% | 62.7 | 70.00% | +17.28% | +30.00% | -10.00% | -6.38% | 21:30 | 12:39 | 16:46 | 18:18 | 23:02 | 50:43 | 06:16 | 04:38 |
 | Linken's Sphere | 36 | 17.65% | 61.2 | 61.11% | +8.13% | -16.67% | -5.55% | 0.93% | 32:36 | 22:20 | 25:19 | 30:30 | 37:16 | 1:17:30 | 11:57 | 08:51 |
 | Aghanim's Shard | 140 | 68.63% | 59.7 | 51.43% | -9.51% | +11.43% | -2.86% | -1.54% | 24:01 | 15:01 | 18:23 | 22:16 | 27:41 | 54:58 | 09:18 | 06:53 |
 | Lotus Orb | 19 | 9.31% | 58.2 | 68.42% | +15.45% | -8.42% | +11.58% | 2.75% | 27:12 | 16:04 | 22:05 | 25:56 | 29:21 | 44:48 | 07:16 | 05:22 |
 | Shiva's Guard | 12 | 5.88% | 56.7 | 75.00% | +21.87% | +25.00% | -8.33% | 0.00% | 42:20 | 28:23 | 31:19 | 40:07 | 45:02 | 1:06:20 | 13:43 | 10:09 |
 | Guardian Greaves | 18 | 8.82% | 55.2 | 66.67% | +13.44% | +33.33% | -16.67% | 0.00% | 21:39 | 15:44 | 17:24 | 18:48 | 24:07 | 35:14 | 06:43 | 04:58 |
 | Mekansm | 21 | 10.29% | 53.7 | 61.90% | +8.35% | +18.10% | +18.10% | 0.00% | 17:04 | 09:53 | 12:10 | 13:56 | 16:45 | 50:43 | 04:35 | 03:23 |
 | Chainmail | 21 | 10.29% | 52.2 | 61.90% | +8.35% | -21.90% | +18.10% | 6.58% | 16:05 | 06:48 | 10:04 | 13:56 | 16:09 | 50:43 | 06:05 | 04:30 |
 | Headdress | 22 | 10.78% | 50.7 | 59.09% | +5.24% | -9.09% | +0.91% | 1.37% | 15:01 | 01:34 | 09:29 | 13:56 | 16:46 | 50:43 | 07:17 | 05:23 |
 | Power Treads | 18 | 8.82% | 49.3 | 61.11% | +7.35% | -1.11% | -11.11% | 0.00% | 13:20 | 06:44 | 08:52 | 10:01 | 15:16 | 48:07 | 06:24 | 04:44 |
 | Javelin | 19 | 9.31% | 47.8 | 57.89% | +3.84% | +2.11% | +2.11% | 0.00% | 38:18 | 08:26 | 32:28 | 34:10 | 46:56 | 1:13:29 | 14:28 | 10:42 |
 | Maelstrom | 17 | 8.33% | 46.3 | 58.82% | +4.81% | -8.82% | +16.18% | 0.00% | 38:54 | 11:25 | 32:28 | 36:46 | 46:56 | 1:13:29 | 14:28 | 10:42 |
 | Boots of Travel 2 | 7 | 3.43% | 44.8 | 71.43% | +17.62% | +28.57% | -21.43% | 0.00% | 53:07 | 44:46 | 46:47 | 51:06 | 51:32 | 1:09:54 | 04:45 | 03:31 |
 | Boots of Travel | 20 | 9.80% | 43.3 | 50.00% | -4.89% | +10.00% | -10.00% | -2.02% | 40:49 | 32:25 | 35:19 | 39:38 | 45:14 | 50:53 | 09:55 | 07:20 |
 | Aeon Disk | 24 | 11.76% | 41.8 | 45.83% | -9.73% | +20.84% | +4.17% | -1.68% | 41:29 | 25:32 | 35:00 | 41:43 | 44:54 | 1:04:54 | 09:54 | 07:20 |
 | Aghanim's Blessing | 6 | 2.94% | 40.3 | 66.67% | +12.63% | -16.67% | -66.67% | 0.00% | 52:11 | 42:44 | 44:17 | 50:21 | 59:09 | 1:04:39 | 14:52 | 11:00 |
 | Wraith Band | 7 | 3.43% | 38.8 | 57.14% | +2.83% | -7.14% | -7.14% | 0.00% | 02:59 | 01:46 | 02:12 | 02:27 | 03:01 | 05:42 | 00:49 | 00:36 |
 | Mjollnir | 2 | 0.98% | 37.3 | 100.00% | +46.04% | 0.00% | 0.00% | 0.00% | 43:29 | 37:06 | 37:06 | 49:52 | 49:52 | 49:52 | 12:46 | 09:27 |
 | Spirit Vessel | 2 | 0.98% | 35.8 | 100.00% | +46.04% | 0.00% | 0.00% | 0.00% | 15:13 | 14:56 | 14:56 | 15:30 | 15:30 | 15:30 | 00:34 | 00:25 |
 | Crown | 6 | 2.94% | 34.3 | 50.00% | -4.55% | 0.00% | +50.00% | 0.00% | 46:13 | 07:03 | 43:25 | 44:12 | 54:39 | 1:14:53 | 11:14 | 08:19 |
 | Force Staff | 6 | 2.94% | 32.8 | 50.00% | -4.55% | -50.00% | -50.00% | 0.00% | 24:20 | 17:59 | 19:12 | 23:34 | 27:25 | 33:08 | 08:13 | 06:05 |
 | Urn of Shadows | 3 | 1.47% | 31.3 | 66.67% | +12.44% | +33.33% | 0.00% | 0.00% | 08:07 | 06:23 | 06:23 | 07:13 | 10:44 | 10:44 | 04:21 | 03:13 |
 | Pipe of Insight | 3 | 1.47% | 29.9 | 66.67% | +12.44% | -66.67% | 0.00% | 0.00% | 26:13 | 22:14 | 22:14 | 27:46 | 28:38 | 28:38 | 06:24 | 04:44 |
 | Monkey King Bar | 4 | 1.96% | 28.4 | 50.00% | -4.50% | +50.00% | +50.00% | 0.00% | 45:31 | 30:57 | 30:57 | 37:44 | 49:21 | 1:04:03 | 18:24 | 13:37 |
 | Meteor Hammer | 1 | 0.49% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.49% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |
 | Desolator | 1 | 0.49% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.49% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Satanic | 1 | 0.49% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.49% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.49% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 00:00 | 00:00 |
 | Bracer | 1 | 0.49% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 2.45% | 14.9 | 40.00% | -14.77% | +60.00% | -40.00% | 0.00% | 31:08 | 24:49 | 24:49 | 31:19 | 32:02 | 40:36 | 07:13 | 05:20 |
 | Wind Lace | 5 | 2.45% | 13.4 | 40.00% | -14.77% | +60.00% | -40.00% | 0.00% | 29:54 | 21:06 | 21:06 | 30:31 | 31:40 | 40:32 | 10:34 | 07:49 |
 | Rod of Atos | 5 | 2.45% | 11.9 | 40.00% | -14.77% | -40.00% | +60.00% | 0.00% | 54:15 | 43:25 | 43:25 | 53:07 | 54:40 | 1:15:49 | 11:15 | 08:20 |
 | Gleipnir | 5 | 2.45% | 10.4 | 40.00% | -14.77% | -40.00% | +60.00% | 0.00% | 54:19 | 43:25 | 43:25 | 53:18 | 54:42 | 1:15:49 | 11:17 | 08:21 |
 | Orchid Malevolence | 2 | 0.98% | 9.0 | 50.00% | -4.46% | +50.00% | 0.00% | 0.00% | 33:50 | 31:38 | 31:38 | 36:01 | 36:01 | 36:01 | 04:23 | 03:14 |
 | Hood of Defiance | 2 | 0.98% | 7.5 | 50.00% | -4.46% | -50.00% | 0.00% | 0.00% | 18:16 | 11:39 | 11:39 | 24:53 | 24:53 | 24:53 | 13:14 | 09:48 |
 | Scythe of Vyse | 3 | 1.47% | 6.0 | 33.33% | -21.40% | +66.67% | 0.00% | 0.00% | 40:20 | 35:45 | 35:45 | 37:32 | 47:42 | 47:42 | 11:57 | 08:51 |
 | Mage Slayer | 1 | 0.49% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.49% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.49% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 00:00 | 00:00 |