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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 | 80 | 14.93% | 100.0 | 85.00% | +38.95% | +10.00% | -15.00% | -3.04% | 43:14 | 30:44 | 37:31 | 41:12 | 45:44 | 1:15:03 | 08:13 | 06:05 |
 | Boots of Travel 2 | 75 | 13.99% | 98.9 | 84.00% | +37.36% | +5.47% | -15.58% | -1.42% | 47:37 | 25:02 | 39:55 | 44:46 | 54:45 | 1:27:09 | 14:50 | 10:59 |
 | Aghanim's Blessing | 41 | 7.65% | 97.7 | 85.37% | +36.28% | +14.63% | -15.37% | -2.72% | 47:49 | 32:49 | 41:31 | 46:59 | 52:32 | 1:07:10 | 11:01 | 08:09 |
 | Refresher Orb | 122 | 22.76% | 96.6 | 69.67% | +23.05% | +4.52% | -3.00% | -0.76% | 42:10 | 28:46 | 36:01 | 39:46 | 45:58 | 1:10:31 | 09:57 | 07:22 |
 | Cornucopia | 76 | 14.18% | 95.4 | 69.74% | +20.83% | -1.32% | +3.94% | 0.50% | 40:37 | 26:40 | 34:26 | 38:55 | 44:53 | 1:10:30 | 10:27 | 07:44 |
 | Shiva's Guard | 142 | 26.49% | 94.3 | 65.49% | +18.54% | -1.60% | +3.08% | 0.75% | 33:09 | 22:02 | 29:55 | 32:38 | 36:07 | 48:17 | 06:12 | 04:35 |
 | Octarine Core | 312 | 58.21% | 93.1 | 61.54% | +23.15% | +5.13% | -1.28% | -0.51% | 24:22 | 09:59 | 17:07 | 24:31 | 29:42 | 54:45 | 12:35 | 09:19 |
 | Aghanim's Shard | 272 | 50.75% | 92.0 | 61.03% | +18.61% | -2.21% | -8.09% | -0.73% | 28:50 | 16:57 | 23:53 | 27:35 | 31:57 | 1:07:24 | 08:04 | 05:58 |
 | Aeon Disk | 32 | 5.97% | 90.8 | 75.00% | +24.60% | -12.50% | 0.00% | 0.96% | 44:45 | 28:54 | 37:30 | 44:49 | 50:31 | 1:13:44 | 13:01 | 09:38 |
 | Void Stone | 359 | 66.98% | 89.7 | 58.22% | +19.24% | +2.89% | -4.89% | -0.76% | 21:29 | 04:21 | 15:29 | 21:18 | 25:43 | 50:27 | 10:14 | 07:34 |
 | Boots of Travel | 181 | 33.77% | 88.5 | 60.22% | +12.61% | +2.00% | -0.22% | -0.24% | 36:04 | 15:27 | 30:42 | 35:06 | 40:07 | 1:02:37 | 09:25 | 06:58 |
 | Boots of Bearing | 24 | 4.48% | 87.4 | 75.00% | +24.22% | -8.33% | -8.33% | 0.00% | 27:42 | 17:24 | 22:47 | 25:45 | 30:52 | 37:43 | 08:05 | 05:59 |
 | Ring of Protection | 111 | 20.71% | 86.2 | 60.36% | +10.71% | -6.79% | +0.35% | 0.73% | 14:17 | -01:29 | 09:10 | 14:04 | 19:00 | 1:18:48 | 09:50 | 07:17 |
 | Buckler | 91 | 16.98% | 85.1 | 61.54% | +11.65% | +12.37% | -0.67% | -1.93% | 18:21 | 06:57 | 13:04 | 15:22 | 19:49 | 1:18:48 | 06:45 | 05:00 |
 | Ring of Health | 379 | 70.71% | 83.9 | 55.15% | +11.20% | +3.80% | +0.64% | -0.76% | 09:17 | 01:00 | 02:47 | 03:23 | 06:56 | 1:04:12 | 04:09 | 03:04 |
 | Blink Dagger | 501 | 93.47% | 82.8 | 54.29% | +37.15% | +12.91% | -7.89% | -3.90% | 21:02 | 11:22 | 18:06 | 20:32 | 23:26 | 37:05 | 05:20 | 03:57 |
 | Black King Bar | 417 | 77.80% | 81.6 | 54.20% | +10.50% | -0.35% | +0.61% | 0.10% | 22:58 | 12:32 | 17:32 | 22:05 | 26:45 | 1:12:05 | 09:13 | 06:49 |
 | Aghanim's Scepter | 115 | 21.46% | 80.5 | 59.13% | +9.25% | -0.51% | -0.51% | 0.00% | 38:26 | 24:46 | 33:03 | 36:32 | 42:56 | 1:01:23 | 09:53 | 07:19 |
 | Aether Lens | 136 | 25.37% | 79.3 | 58.09% | +8.34% | +3.67% | -2.21% | -1.08% | 26:08 | 12:59 | 22:37 | 24:23 | 28:05 | 49:29 | 05:28 | 04:02 |
 | Mekansm | 82 | 15.30% | 78.2 | 60.98% | +10.76% | +5.69% | -15.98% | -4.48% | 13:33 | 07:52 | 10:48 | 13:01 | 15:38 | 33:30 | 04:50 | 03:34 |
 | Arcane Boots | 392 | 73.13% | 77.0 | 53.83% | +7.30% | +2.29% | -1.79% | -0.68% | 10:04 | 02:58 | 06:26 | 08:52 | 12:25 | 37:18 | 05:59 | 04:25 |
 | Vanguard | 274 | 51.12% | 75.9 | 54.74% | +5.89% | +1.78% | +1.14% | -0.29% | 07:23 | 04:05 | 05:39 | 06:17 | 07:52 | 27:07 | 02:13 | 01:38 |
 | Wind Lace | 290 | 54.10% | 74.7 | 54.48% | +5.70% | -5.16% | -1.70% | 0.46% | 07:47 | -01:29 | 03:20 | 07:17 | 10:52 | 1:04:16 | 07:32 | 05:34 |
 | Guardian Greaves | 79 | 14.74% | 73.6 | 60.76% | +10.43% | +14.24% | -5.76% | -4.11% | 17:27 | 12:04 | 14:50 | 16:21 | 19:42 | 33:39 | 04:52 | 03:36 |
 | Magic Wand | 379 | 70.71% | 72.4 | 53.30% | +4.89% | -2.77% | -3.83% | -0.16% | 04:04 | -01:29 | -01:29 | 03:12 | 08:12 | 23:35 | 09:41 | 07:10 |
 | Boots of Speed | 536 | 100.00% | 71.3 | 51.87% | +51.87% | +4.85% | -4.86% | -2.52% | 04:28 | -01:29 | 02:41 | 04:11 | 06:32 | 10:54 | 03:51 | 02:51 |
 | Headdress | 162 | 30.22% | 70.1 | 54.94% | +4.41% | +8.47% | +0.06% | -1.43% | 13:34 | 01:46 | 10:45 | 13:37 | 16:38 | 33:30 | 05:53 | 04:21 |
 | Crown | 28 | 5.22% | 69.0 | 67.86% | +16.88% | -10.72% | +32.14% | 12.92% | 07:58 | 01:31 | 04:37 | 06:34 | 07:56 | 29:40 | 03:19 | 02:27 |
 | Moon Shard | 9 | 1.68% | 67.8 | 88.89% | +37.66% | +11.11% | -38.89% | 0.00% | 1:03:44 | 48:11 | 52:21 | 1:09:12 | 1:11:59 | 1:15:47 | 19:38 | 14:32 |
 | Hand of Midas | 421 | 78.54% | 66.7 | 49.17% | -12.57% | -3.46% | -9.17% | -2.28% | 11:38 | 06:11 | 10:15 | 11:30 | 12:45 | 28:29 | 02:30 | 01:51 |
 | Tranquil Boots | 44 | 8.21% | 65.5 | 61.36% | +10.34% | -6.81% | +11.37% | 2.39% | 11:11 | 03:47 | 06:34 | 08:03 | 14:10 | 30:30 | 07:36 | 05:37 |
 | Chainmail | 121 | 22.57% | 64.4 | 53.72% | +2.39% | -7.05% | -0.39% | 1.03% | 10:58 | 02:28 | 07:03 | 10:17 | 13:30 | 33:30 | 06:27 | 04:46 |
 | Magic Stick | 283 | 52.80% | 63.2 | 49.82% | -4.33% | +6.52% | +0.88% | -1.63% | 02:15 | -01:30 | -01:29 | 00:02 | 04:57 | 19:18 | 06:26 | 04:45 |
 | Pipe of Insight | 100 | 18.66% | 62.1 | 53.00% | +1.39% | +3.00% | +3.00% | 0.00% | 18:16 | 12:24 | 16:04 | 17:38 | 20:00 | 30:17 | 03:56 | 02:54 |
 | Drum of Endurance | 30 | 5.60% | 60.9 | 63.33% | +12.14% | +24.17% | +8.10% | -3.47% | 14:12 | 07:12 | 11:32 | 12:48 | 16:10 | 28:05 | 04:38 | 03:25 |
 | Sange | 49 | 9.14% | 59.8 | 57.14% | +5.81% | -15.47% | +17.86% | 4.95% | 27:12 | 15:41 | 23:42 | 27:11 | 30:26 | 48:58 | 06:44 | 04:59 |
 | Quelling Blade | 223 | 41.60% | 58.6 | 47.53% | -7.42% | -4.67% | +7.83% | 0.00% | -00:43 | -01:30 | -01:29 | -01:29 | -01:29 | 22:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 48 | 8.96% | 57.5 | 56.25% | +4.82% | -14.58% | +10.42% | 3.74% | 28:14 | 17:23 | 25:22 | 27:38 | 32:03 | 41:09 | 06:41 | 04:57 |
 | Nullifier | 5 | 0.93% | 56.3 | 100.00% | +48.59% | 0.00% | 0.00% | 0.00% | 46:17 | 29:02 | 29:02 | 43:52 | 57:23 | 1:07:04 | 28:21 | 21:00 |
 | Linken's Sphere | 18 | 3.36% | 55.2 | 66.67% | +15.32% | +13.33% | -16.67% | 0.00% | 38:49 | 20:56 | 35:49 | 38:01 | 44:47 | 50:26 | 08:58 | 06:38 |
 | Helm of Iron Will | 103 | 19.22% | 54.0 | 47.57% | -5.32% | +6.28% | +2.43% | -0.49% | 19:04 | 09:04 | 13:34 | 16:35 | 21:21 | 1:23:25 | 07:47 | 05:45 |
 | Meteor Hammer | 23 | 4.29% | 52.9 | 60.87% | +9.41% | +5.80% | -27.54% | -28.17% | 07:46 | 05:52 | 06:59 | 07:16 | 08:10 | 10:06 | 01:11 | 00:52 |
 | Wraith Band | 94 | 17.54% | 51.7 | 45.74% | -7.43% | +12.59% | -6.61% | -14.05% | 02:39 | -01:29 | -01:06 | 01:55 | 02:28 | 30:34 | 03:34 | 02:38 |
 | Crimson Guard | 97 | 18.10% | 50.6 | 45.36% | -7.94% | +8.81% | -7.86% | -2.18% | 18:41 | 10:47 | 15:08 | 16:51 | 22:47 | 29:34 | 07:39 | 05:40 |
 | Assault Cuirass | 11 | 2.05% | 49.4 | 72.73% | +21.30% | -6.06% | -6.06% | 0.00% | 39:24 | 26:56 | 33:57 | 35:45 | 43:00 | 1:02:05 | 09:03 | 06:42 |
 | Solar Crest | 4 | 0.75% | 48.3 | 100.00% | +48.50% | 0.00% | 0.00% | 0.00% | 20:11 | 14:09 | 14:09 | 17:54 | 18:38 | 30:03 | 04:29 | 03:19 |
 | Blight Stone | 4 | 0.75% | 47.1 | 100.00% | +48.50% | 0.00% | 0.00% | 0.00% | 17:37 | 06:55 | 06:55 | 17:24 | 18:12 | 27:55 | 11:17 | 08:21 |
 | Medallion of Courage | 4 | 0.75% | 46.0 | 100.00% | +48.50% | 0.00% | 0.00% | 0.00% | 17:37 | 06:55 | 06:55 | 17:24 | 18:12 | 27:55 | 11:17 | 08:21 |
 | Arcane Blink | 3 | 0.56% | 44.8 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 39:42 | 33:02 | 33:02 | 42:47 | 43:16 | 43:16 | 10:14 | 07:34 |
 | Ghost Scepter | 3 | 0.56% | 43.7 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 32:44 | 30:48 | 30:48 | 31:59 | 35:25 | 35:25 | 04:37 | 03:25 |
 | Scythe of Vyse | 3 | 0.56% | 42.5 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 43:55 | 35:04 | 35:04 | 37:38 | 59:03 | 59:03 | 23:59 | 17:45 |
 | Bracer | 15 | 2.80% | 41.4 | 53.33% | +1.51% | -3.33% | +21.67% | 0.00% | 04:46 | 01:03 | 02:03 | 02:58 | 05:21 | 16:40 | 03:18 | 02:26 |
 | Ring of Basilius | 5 | 0.93% | 40.2 | 80.00% | +28.40% | +20.00% | +20.00% | 0.00% | 35:20 | 19:29 | 19:29 | 26:19 | 30:38 | 1:18:49 | 11:09 | 08:15 |
 | Morbid Mask | 5 | 0.93% | 39.1 | 80.00% | +28.40% | +20.00% | +20.00% | 0.00% | 35:59 | 19:30 | 19:30 | 26:19 | 31:13 | 1:18:49 | 11:43 | 08:40 |
 | Vladmir's Offering | 5 | 0.93% | 37.9 | 80.00% | +28.40% | +20.00% | +20.00% | 0.00% | 36:31 | 20:50 | 20:50 | 26:19 | 32:12 | 1:18:49 | 11:22 | 08:25 |
 | Lotus Orb | 18 | 3.36% | 36.8 | 44.44% | -7.68% | +35.56% | -19.44% | 0.00% | 28:09 | 19:40 | 24:11 | 26:25 | 32:04 | 36:50 | 07:53 | 05:50 |
 | Hood of Defiance | 12 | 2.24% | 35.6 | 50.00% | -1.91% | +16.67% | +16.67% | 0.00% | 16:40 | 12:17 | 13:17 | 16:29 | 17:17 | 23:15 | 04:00 | 02:57 |
 | Bottle | 9 | 1.68% | 34.5 | 55.56% | +3.76% | -5.56% | -5.56% | 0.00% | 05:44 | 01:09 | 01:24 | 01:29 | 01:57 | 36:15 | 00:33 | 00:24 |
 | Shadow Blade | 4 | 0.75% | 33.3 | 75.00% | +23.31% | +25.00% | +25.00% | 0.00% | 37:17 | 23:27 | 23:27 | 34:17 | 45:05 | 46:17 | 21:38 | 16:01 |
 | Force Staff | 7 | 1.31% | 32.2 | 57.14% | +5.34% | -7.14% | -7.14% | 0.00% | 32:09 | 22:09 | 24:59 | 34:00 | 36:30 | 43:11 | 11:31 | 08:31 |
 | Kaya | 2 | 0.37% | 31.0 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 40:08 | 26:14 | 26:14 | 54:02 | 54:02 | 54:02 | 27:48 | 20:35 |
 | Soul Ring | 2 | 0.37% | 29.9 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 05:40 | 04:55 | 04:55 | 06:24 | 06:24 | 06:24 | 01:29 | 01:05 |
 | Yasha | 2 | 0.37% | 28.7 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 46:30 | 33:51 | 33:51 | 59:08 | 59:08 | 59:08 | 25:17 | 18:43 |
 | Wraith Pact | 2 | 0.37% | 27.6 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 31:14 | 24:55 | 24:55 | 37:33 | 37:33 | 37:33 | 12:38 | 09:21 |
 | Manta Style | 2 | 0.37% | 26.4 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 49:03 | 38:34 | 38:34 | 59:32 | 59:32 | 59:32 | 20:58 | 15:31 |
 | Phase Boots | 33 | 6.16% | 25.3 | 30.30% | -22.98% | +19.70% | -30.30% | -16.39% | 08:00 | 03:50 | 06:04 | 06:39 | 09:07 | 27:35 | 03:03 | 02:15 |
 | Fluffy Hat | 10 | 1.87% | 24.1 | 40.00% | -12.09% | -40.00% | +10.00% | 0.00% | 21:29 | 02:12 | 11:26 | 20:33 | 34:00 | 36:30 | 22:34 | 16:42 |
 | Diadem | 3 | 0.56% | 23.0 | 66.67% | +14.89% | +33.33% | 0.00% | 0.00% | 1:02:03 | 23:56 | 23:56 | 1:18:48 | 1:23:25 | 1:23:25 | 59:29 | 44:03 |
 | Wind Waker | 4 | 0.75% | 21.8 | 50.00% | -1.88% | +50.00% | -50.00% | 0.00% | 1:06:26 | 57:52 | 57:52 | 1:04:33 | 1:05:16 | 1:18:04 | 07:24 | 05:28 |
 | Helm of the Overlord | 1 | 0.19% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 1:18:49 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.19% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.19% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.19% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.19% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.19% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.19% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.19% | 12.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.19% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 0.93% | 10.3 | 40.00% | -11.98% | -40.00% | -40.00% | 0.00% | 1:02:59 | 50:32 | 50:32 | 1:04:22 | 1:04:46 | 1:18:04 | 14:14 | 10:32 |
 | Glimmer Cape | 6 | 1.12% | 9.2 | 33.33% | -18.75% | -33.33% | -33.33% | 0.00% | 15:01 | 12:06 | 12:52 | 14:09 | 15:47 | 20:18 | 02:55 | 02:09 |
 | Helm of the Dominator | 2 | 0.37% | 8.0 | 50.00% | -1.87% | +50.00% | 0.00% | 0.00% | 1:21:08 | 1:18:48 | 1:18:48 | 1:23:27 | 1:23:27 | 1:23:27 | 04:39 | 03:26 |
 | Radiance | 2 | 0.37% | 6.9 | 50.00% | -1.87% | -50.00% | 0.00% | 0.00% | 28:19 | 22:39 | 22:39 | 33:58 | 33:58 | 33:58 | 11:19 | 08:22 |
 | Urn of Shadows | 2 | 0.37% | 5.7 | 50.00% | -1.87% | -50.00% | 0.00% | 0.00% | 09:14 | 06:41 | 06:41 | 11:47 | 11:47 | 11:47 | 05:06 | 03:46 |
 | Abyssal Blade | 1 | 0.19% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.19% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.19% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Pavise | 1 | 0.19% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |