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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 | |
 | Wraith Band | 16 | 5.35% | 100.0 | 81.25% | +33.19% | +18.75% | +18.75% | 0.00% | 04:58 | 01:23 | 01:48 | 02:53 | 05:12 | 25:35 | 03:24 | 02:31 |
 | Buckler | 127 | 42.47% | 98.6 | 59.84% | +17.40% | -0.46% | +2.66% | 0.40% | 18:23 | 08:50 | 13:42 | 16:20 | 21:29 | 45:33 | 07:47 | 05:45 |
 | Pipe of Insight | 169 | 56.52% | 97.3 | 56.80% | +16.03% | +2.72% | -2.04% | -0.96% | 18:14 | 11:21 | 15:20 | 17:14 | 20:17 | 38:30 | 04:57 | 03:40 |
 | Hood of Defiance | 94 | 31.44% | 95.9 | 59.57% | +14.20% | +7.10% | +5.65% | -0.40% | 11:41 | 05:28 | 09:17 | 11:00 | 12:53 | 22:47 | 03:36 | 02:40 |
 | Vladmir's Offering | 22 | 7.36% | 94.6 | 72.73% | +24.72% | -6.06% | +7.27% | 1.01% | 19:55 | 11:31 | 13:31 | 15:42 | 26:44 | 33:05 | 13:13 | 09:47 |
 | Guardian Greaves | 104 | 34.78% | 93.2 | 57.69% | +12.05% | 0.00% | 0.00% | 0.00% | 20:30 | 11:01 | 16:39 | 18:17 | 24:08 | 40:58 | 07:29 | 05:32 |
 | Mekansm | 120 | 40.13% | 91.9 | 56.67% | +11.42% | -6.67% | -13.34% | -1.65% | 14:33 | 08:02 | 11:29 | 13:38 | 15:31 | 34:07 | 04:02 | 02:59 |
 | Octarine Core | 9 | 3.01% | 90.5 | 88.89% | +40.27% | +11.11% | +11.11% | 0.00% | 33:31 | 23:18 | 30:40 | 34:26 | 36:04 | 42:22 | 05:24 | 04:00 |
 | Arcane Boots | 204 | 68.23% | 89.2 | 53.92% | +12.87% | +0.98% | -2.94% | -1.06% | 09:28 | 04:24 | 06:53 | 09:03 | 10:35 | 38:28 | 03:42 | 02:44 |
 | Chainmail | 198 | 66.22% | 87.8 | 53.54% | +10.97% | +0.46% | +5.64% | 1.01% | 11:00 | 03:09 | 07:45 | 10:38 | 12:54 | 29:21 | 05:09 | 03:48 |
 | Wind Lace | 91 | 30.43% | 86.5 | 57.14% | +10.51% | -0.62% | +3.73% | 0.81% | 10:15 | -01:29 | 07:19 | 09:35 | 12:42 | 33:19 | 05:23 | 03:59 |
 | Morbid Mask | 21 | 7.02% | 85.1 | 71.43% | +23.23% | -11.43% | +8.57% | 1.37% | 18:11 | 08:45 | 10:40 | 14:52 | 25:19 | 32:41 | 14:39 | 10:51 |
 | Ring of Health | 271 | 90.64% | 83.8 | 52.03% | +23.46% | -4.97% | +3.85% | 3.25% | 05:42 | 01:25 | 02:49 | 03:27 | 05:32 | 49:46 | 02:43 | 02:00 |
 | Headdress | 239 | 79.93% | 82.4 | 52.30% | +12.30% | -7.30% | -10.63% | -0.75% | 13:45 | 01:53 | 11:10 | 13:13 | 15:36 | 33:23 | 04:26 | 03:17 |
 | Quelling Blade | 173 | 57.86% | 81.1 | 52.02% | +5.19% | +3.79% | -7.83% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 10:16 | 00:00 | 00:00 |
 | Boots of Speed | 299 | 100.00% | 79.7 | 49.83% | +49.83% | +0.84% | -5.83% | -1.49% | 05:50 | -01:29 | 03:40 | 05:21 | 08:09 | 13:14 | 04:29 | 03:19 |
 | Ring of Protection | 216 | 72.24% | 78.4 | 50.93% | +3.94% | -6.49% | +4.63% | 0.76% | 10:31 | -01:30 | -01:18 | 10:47 | 15:55 | 45:32 | 17:13 | 12:45 |
 | Magic Wand | 251 | 83.95% | 77.0 | 50.20% | +2.28% | -2.58% | +0.59% | 0.45% | 07:11 | -01:29 | 03:49 | 08:15 | 10:51 | 35:29 | 07:02 | 05:12 |
 | Shiva's Guard | 39 | 13.04% | 75.7 | 61.54% | +13.46% | +8.46% | -11.54% | -2.84% | 34:45 | 24:01 | 30:37 | 34:13 | 37:39 | 49:51 | 07:02 | 05:12 |
 | Aghanim's Scepter | 41 | 13.71% | 74.3 | 60.98% | +12.92% | +9.02% | -0.98% | -0.77% | 27:03 | 16:17 | 20:09 | 25:23 | 33:11 | 45:13 | 13:02 | 09:39 |
 | Blink Dagger | 260 | 86.96% | 73.0 | 49.62% | -1.66% | -8.08% | -0.39% | 1.03% | 22:35 | 12:24 | 18:23 | 21:59 | 25:49 | 39:11 | 07:26 | 05:30 |
 | Magic Stick | 233 | 77.93% | 71.6 | 49.79% | -0.21% | -3.24% | +7.11% | 1.62% | 03:15 | -01:30 | -01:29 | 01:34 | 07:53 | 19:55 | 09:22 | 06:56 |
 | Void Stone | 193 | 64.55% | 70.3 | 50.26% | +1.20% | +1.82% | +1.82% | 0.00% | 13:32 | 03:06 | 05:17 | 07:33 | 19:18 | 58:59 | 14:01 | 10:22 |
 | Aghanim's Shard | 151 | 50.50% | 68.9 | 49.67% | -0.33% | -4.93% | +0.33% | 0.56% | 27:08 | 15:01 | 21:57 | 26:13 | 31:19 | 51:06 | 09:22 | 06:56 |
 | Crown | 139 | 46.49% | 67.6 | 48.92% | -1.71% | -8.92% | -8.92% | 0.00% | 06:47 | 03:03 | 05:12 | 06:12 | 07:11 | 30:45 | 01:59 | 01:28 |
 | Meteor Hammer | 134 | 44.82% | 66.2 | 48.51% | -2.40% | -1.45% | -6.09% | -2.14% | 08:28 | 06:05 | 07:22 | 08:07 | 09:32 | 15:15 | 02:10 | 01:36 |
 | Ring of Basilius | 24 | 8.03% | 64.9 | 62.50% | +13.77% | +4.17% | +20.83% | 1.10% | 16:19 | 02:36 | 08:39 | 11:36 | 23:51 | 32:41 | 15:12 | 11:15 |
 | Black King Bar | 16 | 5.35% | 63.5 | 68.75% | +19.99% | -43.75% | +6.25% | 0.00% | 35:43 | 24:13 | 29:50 | 35:24 | 37:56 | 56:41 | 08:06 | 06:00 |
 | Heaven's Halberd | 68 | 22.74% | 62.2 | 51.47% | +2.12% | +19.12% | -22.06% | -5.19% | 27:08 | 15:19 | 22:47 | 26:23 | 30:43 | 43:01 | 07:56 | 05:52 |
 | Sange | 73 | 24.41% | 60.8 | 50.68% | +1.12% | +10.43% | -6.24% | -2.17% | 24:18 | 14:28 | 19:41 | 24:13 | 27:22 | 41:15 | 07:41 | 05:41 |
 | Scythe of Vyse | 44 | 14.72% | 59.5 | 54.55% | +5.53% | +18.18% | -18.19% | -4.31% | 36:41 | 24:22 | 31:40 | 35:44 | 40:06 | 52:59 | 08:26 | 06:14 |
 | Aether Lens | 7 | 2.34% | 58.1 | 85.71% | +36.74% | +14.29% | +14.29% | 0.00% | 32:53 | 24:57 | 25:26 | 28:41 | 34:04 | 54:40 | 08:38 | 06:23 |
 | Bracer | 52 | 17.39% | 56.8 | 51.92% | +2.53% | +1.93% | +1.93% | 0.00% | 02:59 | -01:29 | 01:52 | 02:20 | 03:11 | 08:56 | 01:19 | 00:58 |
 | Phase Boots | 76 | 25.42% | 55.4 | 48.68% | -1.54% | +3.95% | +3.95% | 0.00% | 09:43 | 04:54 | 07:17 | 09:04 | 11:48 | 21:33 | 04:31 | 03:20 |
 | Soul Ring | 88 | 29.43% | 54.1 | 44.32% | -7.81% | -3.41% | -3.41% | 0.00% | 10:30 | 02:29 | 08:30 | 09:44 | 11:48 | 22:31 | 03:18 | 02:26 |
 | Blight Stone | 26 | 8.70% | 52.7 | 53.85% | +4.40% | +3.29% | +12.82% | 0.90% | 08:26 | -01:29 | 03:02 | 08:10 | 13:38 | 23:10 | 10:36 | 07:51 |
 | Medallion of Courage | 6 | 2.01% | 51.4 | 83.33% | +34.18% | -33.33% | +16.67% | 0.00% | 16:03 | 11:07 | 12:12 | 14:49 | 18:09 | 23:10 | 05:57 | 04:24 |
 | Wraith Pact | 8 | 2.68% | 50.0 | 75.00% | +25.86% | -25.00% | -25.00% | 0.00% | 24:38 | 13:31 | 15:26 | 23:23 | 30:29 | 35:16 | 15:03 | 11:08 |
 | Refresher Orb | 47 | 15.72% | 48.6 | 46.81% | -3.59% | +19.86% | -13.48% | -3.07% | 45:14 | 29:49 | 39:15 | 44:29 | 50:06 | 1:18:25 | 10:51 | 08:02 |
 | Boots of Travel | 13 | 4.35% | 47.3 | 61.54% | +12.24% | +5.13% | -61.54% | 0.00% | 40:36 | 26:26 | 33:18 | 42:04 | 43:24 | 59:49 | 10:06 | 07:28 |
 | Lotus Orb | 32 | 10.70% | 45.9 | 46.88% | -3.31% | +15.62% | -9.38% | -2.67% | 28:51 | 14:34 | 23:51 | 28:46 | 33:12 | 41:25 | 09:21 | 06:55 |
 | Fluffy Hat | 30 | 10.03% | 44.6 | 46.67% | -3.52% | +15.83% | -3.81% | -1.69% | 25:08 | 11:55 | 17:54 | 25:56 | 29:31 | 39:46 | 11:37 | 08:36 |
 | Cornucopia | 33 | 11.04% | 43.2 | 45.45% | -4.93% | +4.55% | +4.55% | 0.00% | 43:34 | 28:32 | 36:45 | 41:34 | 47:27 | 1:01:33 | 10:42 | 07:55 |
 | Force Staff | 28 | 9.36% | 41.9 | 46.43% | -3.75% | +10.71% | -3.57% | -1.31% | 26:59 | 14:24 | 21:02 | 26:14 | 31:55 | 46:39 | 10:53 | 08:03 |
 | Solar Crest | 5 | 1.67% | 40.5 | 80.00% | +30.68% | +20.00% | +20.00% | 0.00% | 23:16 | 18:49 | 18:49 | 20:32 | 26:41 | 31:10 | 07:52 | 05:49 |
 | Arcane Blink | 5 | 1.67% | 39.2 | 80.00% | +30.68% | +20.00% | -80.00% | 0.00% | 54:57 | 42:39 | 42:39 | 49:09 | 50:43 | 1:24:15 | 08:04 | 05:58 |
 | Aeon Disk | 8 | 2.68% | 37.8 | 62.50% | +13.02% | +37.50% | -12.50% | 0.00% | 45:56 | 36:21 | 38:26 | 48:07 | 50:15 | 53:06 | 11:49 | 08:45 |
 | Assault Cuirass | 4 | 1.34% | 36.5 | 75.00% | +25.51% | +25.00% | +25.00% | 0.00% | 38:52 | 33:26 | 33:26 | 36:39 | 39:14 | 46:08 | 05:48 | 04:17 |
 | Eul's Scepter of Divinity | 10 | 3.34% | 35.1 | 50.00% | +0.17% | +16.67% | -50.00% | 0.00% | 20:01 | 13:16 | 15:33 | 16:34 | 21:49 | 37:34 | 06:16 | 04:38 |
 | Ghost Scepter | 15 | 5.02% | 33.8 | 33.33% | -17.37% | +41.67% | -8.33% | 0.00% | 35:31 | 22:18 | 30:04 | 34:42 | 37:10 | 53:37 | 07:06 | 05:15 |
 | Tranquil Boots | 3 | 1.00% | 32.4 | 66.67% | +17.01% | +33.33% | 0.00% | 0.00% | 23:54 | 12:31 | 12:31 | 18:33 | 40:38 | 40:38 | 28:07 | 20:49 |
 | Helm of Iron Will | 9 | 3.01% | 31.1 | 33.33% | -17.01% | -33.33% | -33.33% | 0.00% | 27:54 | 01:58 | 03:03 | 25:39 | 35:34 | 1:09:19 | 32:31 | 24:05 |
 | Desolator | 1 | 0.33% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.33% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.33% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.33% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.33% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.33% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.33% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.33% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Nullifier | 5 | 1.67% | 18.9 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 43:38 | 25:39 | 25:39 | 38:16 | 49:18 | 1:10:19 | 23:39 | 17:31 |
 | Heart of Tarrasque | 2 | 0.67% | 17.6 | 50.00% | +0.17% | -50.00% | 0.00% | 0.00% | 25:38 | 19:15 | 19:15 | 32:00 | 32:00 | 32:00 | 12:45 | 09:26 |
 | Null Talisman | 2 | 0.67% | 16.2 | 50.00% | +0.17% | +50.00% | 0.00% | 0.00% | 39:16 | 36:58 | 36:58 | 41:34 | 41:34 | 41:34 | 04:36 | 03:24 |
 | Crimson Guard | 2 | 0.67% | 14.9 | 50.00% | +0.17% | +50.00% | 0.00% | 0.00% | 18:20 | 13:53 | 13:53 | 22:46 | 22:46 | 22:46 | 08:53 | 06:34 |
 | Boots of Travel 2 | 3 | 1.00% | 13.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 52:34 | 36:59 | 36:59 | 45:14 | 1:15:29 | 1:15:29 | 38:30 | 28:31 |
 | Linken's Sphere | 4 | 1.34% | 12.2 | 25.00% | -25.17% | -25.00% | -25.00% | 0.00% | 1:01:20 | 47:03 | 47:03 | 58:21 | 1:01:33 | 1:18:21 | 14:30 | 10:44 |
 | Vanguard | 5 | 1.67% | 10.8 | 20.00% | -30.34% | -20.00% | +80.00% | 0.00% | 07:16 | 04:45 | 04:45 | 08:09 | 08:27 | 08:30 | 03:42 | 02:44 |
 | Blade Mail | 2 | 0.67% | 9.5 | 0.00% | -50.17% | 0.00% | 0.00% | 0.00% | 20:45 | 11:14 | 11:14 | 30:16 | 30:16 | 30:16 | 19:02 | 14:05 |
 | Falcon Blade | 1 | 0.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Radiance | 1 | 0.33% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Helm of the Dominator | 2 | 0.67% | 5.4 | 0.00% | -50.17% | 0.00% | 0.00% | 0.00% | 08:18 | 06:57 | 06:57 | 09:38 | 09:38 | 09:38 | 02:41 | 01:59 |
 | Wind Waker | 1 | 0.33% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Diadem | 1 | 0.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.33% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |