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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 | 15 | 5.45% | 100.0 | 86.67% | +47.05% | +13.33% | -11.67% | -1.47% | 51:09 | 37:53 | 41:43 | 50:09 | 58:46 | 1:07:17 | 17:03 | 12:37 |
 | Linken's Sphere | 10 | 3.64% | 98.6 | 90.00% | +49.62% | +10.00% | -40.00% | 0.00% | 41:21 | 31:48 | 34:35 | 36:38 | 43:55 | 1:05:53 | 09:20 | 06:54 |
 | Void Stone | 128 | 46.55% | 97.2 | 57.03% | +27.78% | -0.78% | -10.15% | -0.90% | 28:44 | 04:44 | 24:03 | 30:33 | 34:31 | 55:03 | 10:28 | 07:45 |
 | Octarine Core | 9 | 3.27% | 95.8 | 88.89% | +48.29% | -38.89% | +11.11% | 0.00% | 39:15 | 27:41 | 30:44 | 37:34 | 41:59 | 60:16 | 11:15 | 08:20 |
 | Scythe of Vyse | 58 | 21.09% | 94.4 | 58.62% | +20.83% | +8.05% | -22.91% | -3.17% | 39:52 | 26:12 | 34:15 | 37:07 | 44:01 | 59:09 | 09:46 | 07:14 |
 | Assault Cuirass | 13 | 4.73% | 93.0 | 76.92% | +36.46% | +23.08% | -10.25% | -5.78% | 37:19 | 28:18 | 32:35 | 36:28 | 38:21 | 58:57 | 05:46 | 04:16 |
 | Ring of Health | 80 | 29.09% | 91.5 | 55.00% | +18.08% | 0.00% | -30.00% | -1.30% | 25:38 | 02:28 | 11:25 | 29:57 | 34:31 | 57:48 | 23:06 | 17:06 |
 | Refresher Orb | 82 | 29.82% | 90.1 | 53.66% | +16.35% | +27.29% | -18.66% | -6.89% | 37:41 | 27:12 | 33:13 | 35:41 | 39:53 | 58:10 | 06:40 | 04:56 |
 | Wind Lace | 36 | 13.09% | 88.7 | 58.33% | +18.58% | +8.34% | -2.77% | -2.12% | 09:36 | -01:29 | 05:03 | 07:55 | 10:18 | 32:35 | 05:15 | 03:53 |
 | Black King Bar | 228 | 82.91% | 87.3 | 45.18% | +17.52% | +10.96% | -11.85% | -5.63% | 23:35 | 15:32 | 21:31 | 23:15 | 25:34 | 34:35 | 04:03 | 03:00 |
 | Aghanim's Shard | 174 | 63.27% | 85.9 | 45.40% | +8.77% | -2.22% | -8.19% | -0.71% | 26:03 | 15:03 | 21:05 | 25:49 | 29:26 | 58:00 | 08:21 | 06:11 |
 | Blink Dagger | 272 | 98.91% | 84.5 | 42.65% | +42.65% | +11.76% | -11.77% | -9.11% | 14:41 | 09:32 | 12:49 | 14:02 | 15:24 | 30:40 | 02:35 | 01:54 |
 | Aether Lens | 19 | 6.91% | 83.1 | 63.16% | +22.53% | -23.16% | -3.16% | 1.99% | 34:20 | 19:54 | 25:24 | 30:39 | 35:28 | 1:03:02 | 10:04 | 07:27 |
 | Magic Wand | 217 | 78.91% | 81.7 | 43.32% | +5.39% | +10.38% | -2.58% | -2.15% | 06:31 | -01:29 | 03:07 | 05:46 | 09:09 | 20:23 | 06:02 | 04:28 |
 | Buckler | 17 | 6.18% | 80.3 | 64.71% | +24.01% | -14.71% | -14.71% | 0.00% | 33:14 | 15:08 | 25:28 | 34:04 | 37:26 | 58:39 | 11:58 | 08:51 |
 | Boots of Speed | 275 | 100.00% | 78.9 | 42.18% | +42.18% | -1.60% | -0.15% | 0.60% | 04:48 | -01:29 | 03:29 | 04:46 | 05:55 | 11:12 | 02:26 | 01:48 |
 | Eul's Scepter of Divinity | 13 | 4.73% | 77.5 | 69.23% | +28.39% | -2.56% | -35.90% | -4.88% | 22:43 | 15:45 | 19:10 | 22:17 | 26:00 | 28:45 | 06:50 | 05:03 |
 | Soul Ring | 185 | 67.27% | 76.1 | 43.24% | +3.24% | +4.59% | -12.81% | -5.58% | 08:39 | 02:47 | 06:41 | 08:27 | 09:48 | 37:42 | 03:07 | 02:18 |
 | Cornucopia | 35 | 12.73% | 74.6 | 54.29% | +13.87% | +34.60% | -9.85% | -6.15% | 35:50 | 25:10 | 31:04 | 34:45 | 38:18 | 53:46 | 07:14 | 05:21 |
 | Magic Stick | 239 | 86.91% | 73.2 | 41.84% | -2.60% | -0.17% | -3.51% | -2.18% | 02:19 | -01:29 | -01:29 | 01:55 | 03:01 | 17:56 | 04:30 | 03:20 |
 | Bottle | 52 | 18.91% | 71.8 | 50.00% | +9.64% | +3.85% | +3.85% | 0.00% | 02:11 | 00:38 | 01:18 | 01:26 | 01:41 | 25:17 | 00:23 | 00:17 |
 | Ring of Protection | 191 | 69.45% | 70.4 | 42.41% | +0.74% | +9.67% | -9.08% | -3.85% | 07:07 | -01:29 | 04:16 | 07:22 | 09:08 | 40:22 | 04:52 | 03:36 |
 | Chainmail | 231 | 84.00% | 69.0 | 41.56% | -3.89% | -8.80% | +10.16% | 6.08% | 07:55 | 02:29 | 05:56 | 07:32 | 09:03 | 26:46 | 03:07 | 02:18 |
 | Phase Boots | 229 | 83.27% | 67.6 | 41.48% | -4.17% | -2.88% | +5.89% | 3.44% | 08:50 | 04:41 | 07:08 | 08:23 | 09:41 | 27:01 | 02:33 | 01:53 |
 | Shiva's Guard | 4 | 1.45% | 66.2 | 100.00% | +58.67% | 0.00% | 0.00% | 0.00% | 29:37 | 23:06 | 23:06 | 30:48 | 31:00 | 33:33 | 07:54 | 05:51 |
 | Quelling Blade | 205 | 74.55% | 64.8 | 40.98% | -4.73% | -3.73% | +2.16% | 0.00% | -01:10 | -01:30 | -01:29 | -01:29 | -01:29 | 16:01 | 00:00 | 00:00 |
 | Tranquil Boots | 8 | 2.91% | 63.4 | 75.00% | +33.80% | +25.00% | +25.00% | 0.00% | 09:27 | 07:03 | 07:46 | 09:21 | 09:33 | 13:13 | 01:47 | 01:19 |
 | Bracer | 171 | 62.18% | 62.0 | 36.84% | -14.12% | -8.93% | +2.69% | 10.25% | 02:34 | -01:29 | 01:51 | 02:16 | 02:59 | 13:56 | 01:08 | 00:50 |
 | Nullifier | 9 | 3.27% | 60.6 | 66.67% | +25.32% | -16.67% | +33.33% | 0.00% | 34:21 | 26:02 | 29:59 | 32:36 | 34:43 | 45:05 | 04:44 | 03:30 |
 | Boots of Travel | 7 | 2.55% | 59.2 | 71.43% | +30.01% | -21.43% | -21.43% | 0.00% | 35:46 | 26:45 | 33:17 | 35:38 | 35:46 | 44:34 | 02:29 | 01:50 |
 | Blight Stone | 23 | 8.36% | 57.7 | 47.83% | +6.16% | -14.50% | -14.50% | 0.00% | 21:37 | 02:11 | 09:29 | 26:58 | 30:18 | 34:51 | 20:49 | 15:25 |
 | Lotus Orb | 11 | 4.00% | 56.3 | 54.55% | +12.88% | +12.12% | -21.22% | 0.00% | 32:01 | 15:55 | 28:59 | 32:33 | 35:22 | 40:04 | 06:23 | 04:43 |
 | Helm of Iron Will | 14 | 5.09% | 54.9 | 50.00% | +8.24% | -25.00% | +16.67% | 4.71% | 27:45 | 02:06 | 23:53 | 30:58 | 32:44 | 44:54 | 08:51 | 06:33 |
 | Arcane Boots | 28 | 10.18% | 53.5 | 39.29% | -3.22% | +32.14% | -10.72% | -13.68% | 09:24 | 04:00 | 06:03 | 07:54 | 09:11 | 28:51 | 03:08 | 02:19 |
 | Desolator | 18 | 6.55% | 52.1 | 44.44% | +2.42% | +15.56% | -19.44% | -6.27% | 30:57 | 25:46 | 28:21 | 30:18 | 33:56 | 35:37 | 05:35 | 04:08 |
 | Crown | 12 | 4.36% | 50.7 | 50.00% | +8.17% | -50.00% | -16.67% | 6.97% | 07:08 | 03:46 | 04:20 | 05:58 | 09:07 | 13:17 | 04:47 | 03:32 |
 | Morbid Mask | 9 | 3.27% | 49.3 | 55.56% | +13.83% | -5.56% | +44.44% | 0.00% | 31:42 | 14:25 | 24:10 | 32:06 | 36:09 | 42:38 | 11:59 | 08:52 |
 | Heaven's Halberd | 13 | 4.73% | 47.9 | 46.15% | +4.17% | +20.52% | -12.82% | -2.49% | 28:52 | 17:58 | 19:19 | 30:53 | 32:41 | 41:09 | 13:22 | 09:54 |
 | Fluffy Hat | 17 | 6.18% | 46.5 | 41.18% | -1.07% | -16.18% | +8.82% | 4.36% | 08:48 | 03:36 | 05:08 | 07:00 | 10:52 | 21:57 | 05:44 | 04:14 |
 | Sange | 21 | 7.64% | 45.1 | 38.10% | -4.42% | +21.90% | -18.10% | -3.24% | 29:41 | 16:00 | 22:04 | 31:04 | 34:24 | 41:00 | 12:20 | 09:08 |
 | Force Staff | 2 | 0.73% | 43.7 | 100.00% | +58.24% | 0.00% | 0.00% | 0.00% | 24:22 | 17:07 | 17:07 | 31:37 | 31:37 | 31:37 | 14:30 | 10:44 |
 | Aeon Disk | 11 | 4.00% | 42.3 | 45.45% | +3.40% | +21.22% | -12.12% | 0.00% | 49:57 | 35:39 | 42:50 | 46:15 | 56:33 | 1:09:58 | 13:43 | 10:09 |
 | Meteor Hammer | 11 | 4.00% | 40.8 | 45.45% | +3.40% | -12.12% | -45.45% | 0.00% | 08:45 | 06:52 | 07:19 | 07:42 | 08:36 | 13:45 | 01:17 | 00:57 |
 | Falcon Blade | 15 | 5.45% | 39.4 | 33.33% | -9.36% | -8.33% | -8.33% | 0.00% | 08:27 | 04:27 | 05:46 | 07:41 | 10:44 | 12:33 | 04:58 | 03:40 |
 | Boots of Travel 2 | 4 | 1.45% | 38.0 | 50.00% | +7.93% | -50.00% | +50.00% | 0.00% | 1:02:36 | 49:32 | 49:32 | 59:18 | 1:10:27 | 1:11:05 | 20:55 | 15:29 |
 | Vanguard | 4 | 1.45% | 36.6 | 50.00% | +7.93% | +50.00% | -50.00% | 0.00% | 20:05 | 05:53 | 05:53 | 22:04 | 25:28 | 26:56 | 19:35 | 14:30 |
 | Satanic | 4 | 1.45% | 35.2 | 50.00% | +7.93% | +50.00% | +50.00% | 0.00% | 33:56 | 32:02 | 32:02 | 32:31 | 34:48 | 36:23 | 02:46 | 02:02 |
 | Ring of Basilius | 4 | 1.45% | 33.8 | 50.00% | +7.93% | -50.00% | -50.00% | 0.00% | 24:39 | 15:29 | 15:29 | 19:35 | 24:10 | 39:21 | 08:41 | 06:25 |
 | Heart of Tarrasque | 1 | 0.36% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.36% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.36% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.36% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.36% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Radiance | 1 | 0.36% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.36% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:45 | 13:45 | 13:45 | 13:45 | 13:45 | 13:45 | 00:00 | 00:00 |
 | Wraith Band | 11 | 4.00% | 22.5 | 27.27% | -15.53% | -27.27% | -27.27% | 0.00% | 01:24 | -01:29 | 01:22 | 01:38 | 02:00 | 04:05 | 00:38 | 00:28 |
 | Maelstrom | 2 | 0.73% | 21.1 | 50.00% | +7.88% | -50.00% | 0.00% | 0.00% | 35:13 | 27:13 | 27:13 | 43:13 | 43:13 | 43:13 | 16:00 | 11:51 |
 | Headdress | 3 | 1.09% | 19.7 | 33.33% | -8.95% | -33.33% | 0.00% | 0.00% | 21:24 | 17:44 | 17:44 | 18:16 | 28:11 | 28:11 | 10:27 | 07:44 |
 | Crimson Guard | 3 | 1.09% | 18.3 | 33.33% | -8.95% | -33.33% | 0.00% | 0.00% | 26:31 | 22:32 | 22:32 | 24:23 | 32:38 | 32:38 | 10:06 | 07:28 |
 | Vladmir's Offering | 4 | 1.45% | 16.9 | 25.00% | -17.44% | -25.00% | -25.00% | 0.00% | 30:40 | 17:06 | 17:06 | 24:10 | 39:23 | 42:00 | 22:17 | 16:30 |
 | Blade Mail | 1 | 0.36% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.36% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.36% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.36% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Null Talisman | 2 | 0.73% | 9.9 | 0.00% | -42.49% | 0.00% | 0.00% | 0.00% | 38:41 | 36:06 | 36:06 | 41:16 | 41:16 | 41:16 | 05:10 | 03:49 |
 | Crystalys | 1 | 0.36% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:30 | 49:30 | 49:30 | 49:30 | 49:30 | 49:30 | 00:00 | 00:00 |
 | Shadow Blade | 3 | 1.09% | 7.0 | 0.00% | -42.65% | 0.00% | 0.00% | 0.00% | 36:27 | 33:08 | 33:08 | 34:49 | 41:25 | 41:25 | 08:17 | 06:08 |
 | Javelin | 1 | 0.36% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.36% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:54 | 56:54 | 56:54 | 56:54 | 56:54 | 56:54 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.36% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.36% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |