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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 | |
 | Buckler | 136 | 33.58% | 100.0 | 68.38% | +20.05% | +8.09% | -0.73% | -0.97% | 24:11 | 13:12 | 19:02 | 22:51 | 28:06 | 49:55 | 09:04 | 06:42 |
 | Guardian Greaves | 125 | 30.86% | 98.7 | 68.00% | +18.71% | +6.19% | -6.71% | -1.73% | 26:38 | 17:47 | 22:08 | 25:27 | 29:35 | 46:42 | 07:27 | 05:31 |
 | Ring of Health | 115 | 28.40% | 97.5 | 67.83% | +17.83% | -2.31% | -5.76% | -0.30% | 29:46 | 14:39 | 23:19 | 28:40 | 34:51 | 1:06:09 | 11:32 | 08:32 |
 | Boots of Travel | 22 | 5.43% | 96.2 | 81.82% | +28.30% | +1.51% | -21.82% | -2.52% | 45:24 | 29:14 | 40:50 | 47:14 | 50:05 | 59:01 | 09:15 | 06:51 |
 | Ring of Protection | 202 | 49.88% | 94.9 | 62.87% | +15.58% | -15.81% | +3.13% | 1.84% | 18:38 | -01:29 | 12:57 | 17:28 | 23:15 | 49:55 | 10:18 | 07:37 |
 | Wind Lace | 214 | 52.84% | 93.7 | 62.62% | +16.02% | +7.75% | +3.42% | -0.38% | 17:08 | -01:29 | 10:10 | 16:18 | 21:41 | 48:20 | 11:31 | 08:31 |
 | Headdress | 171 | 42.22% | 92.4 | 63.16% | +14.01% | -5.02% | -2.69% | 0.38% | 16:41 | 02:28 | 12:35 | 14:52 | 18:39 | 40:19 | 06:04 | 04:29 |
 | Eul's Scepter of Divinity | 43 | 10.62% | 91.1 | 72.09% | +19.05% | +9.73% | +0.64% | -0.96% | 28:46 | 18:38 | 21:34 | 25:52 | 31:02 | 59:12 | 09:28 | 07:00 |
 | Chainmail | 272 | 67.16% | 89.9 | 61.03% | +18.17% | +2.21% | +0.73% | -0.27% | 16:57 | 08:13 | 13:16 | 15:33 | 18:44 | 44:04 | 05:28 | 04:02 |
 | Void Stone | 212 | 52.35% | 88.6 | 61.79% | +14.12% | -10.85% | +6.13% | 0.98% | 24:04 | 07:55 | 14:47 | 21:31 | 32:10 | 53:16 | 17:23 | 12:52 |
 | Mekansm | 161 | 39.75% | 87.3 | 62.73% | +12.73% | +7.27% | -7.73% | -2.74% | 19:30 | 11:50 | 15:50 | 17:46 | 21:19 | 44:10 | 05:29 | 04:03 |
 | Lotus Orb | 66 | 16.30% | 86.1 | 66.67% | +13.87% | -1.96% | -10.42% | -0.75% | 33:21 | 20:22 | 27:30 | 33:21 | 38:44 | 52:56 | 11:14 | 08:19 |
 | Pipe of Insight | 33 | 8.15% | 84.8 | 72.73% | +19.24% | +14.77% | -35.23% | -6.93% | 26:43 | 14:51 | 23:08 | 26:30 | 30:21 | 37:51 | 07:13 | 05:20 |
 | Magic Wand | 387 | 95.56% | 83.5 | 56.33% | +28.55% | -2.72% | -2.72% | 0.00% | 06:56 | -01:22 | 03:44 | 06:24 | 09:27 | 22:21 | 05:43 | 04:14 |
 | Magic Stick | 392 | 96.79% | 82.3 | 55.87% | +25.10% | -0.77% | -3.83% | -0.63% | 03:13 | -01:30 | 00:19 | 02:24 | 05:10 | 16:41 | 04:51 | 03:35 |
 | Crown | 140 | 34.57% | 81.0 | 59.29% | +6.46% | +6.42% | +0.71% | -0.74% | 20:20 | 00:02 | 15:55 | 18:46 | 23:41 | 46:57 | 07:46 | 05:45 |
 | Arcane Boots | 342 | 84.44% | 79.7 | 55.85% | +5.06% | +6.94% | -7.61% | -4.24% | 13:14 | 05:26 | 10:40 | 12:02 | 14:06 | 34:26 | 03:26 | 02:32 |
 | Solar Crest | 133 | 32.84% | 78.5 | 59.40% | +6.46% | +7.27% | -1.82% | -1.29% | 22:54 | 12:57 | 18:30 | 21:16 | 25:34 | 48:45 | 07:04 | 05:14 |
 | Boots of Speed | 405 | 100.00% | 77.2 | 55.06% | +55.06% | -0.60% | -6.55% | -2.08% | 06:36 | -01:29 | 05:03 | 06:21 | 07:55 | 18:38 | 02:52 | 02:07 |
 | Blight Stone | 141 | 34.81% | 75.9 | 58.16% | +4.75% | -1.02% | +7.55% | 1.17% | 18:49 | -01:29 | 14:35 | 17:15 | 21:53 | 56:53 | 07:18 | 05:24 |
 | Medallion of Courage | 138 | 34.07% | 74.7 | 57.97% | +4.41% | +4.89% | +6.74% | 0.26% | 19:15 | 09:40 | 14:52 | 17:25 | 21:56 | 46:54 | 07:04 | 05:14 |
 | Bracer | 83 | 20.49% | 73.4 | 59.04% | +5.00% | +7.63% | +2.86% | -0.82% | 06:52 | -01:29 | 02:55 | 04:46 | 08:44 | 25:40 | 05:49 | 04:18 |
 | Tranquil Boots | 51 | 12.59% | 72.2 | 62.75% | +8.80% | +6.48% | -8.90% | -1.16% | 20:51 | 07:46 | 12:04 | 19:43 | 25:18 | 47:57 | 13:14 | 09:48 |
 | Aether Lens | 39 | 9.63% | 70.9 | 64.10% | +10.00% | +15.90% | -14.10% | -2.93% | 29:09 | 18:08 | 22:18 | 27:38 | 32:33 | 50:47 | 10:15 | 07:35 |
 | Fluffy Hat | 191 | 47.16% | 69.6 | 52.36% | -5.12% | -4.44% | +1.81% | 0.50% | 19:08 | 02:30 | 12:33 | 16:16 | 25:05 | 51:45 | 12:32 | 09:17 |
 | Glimmer Cape | 99 | 24.44% | 68.4 | 53.54% | -2.02% | -9.54% | +2.46% | 1.41% | 25:56 | 13:41 | 20:51 | 24:16 | 29:20 | 51:52 | 08:29 | 06:17 |
 | Force Staff | 123 | 30.37% | 67.1 | 52.03% | -4.35% | +9.26% | -3.64% | -1.03% | 28:59 | 15:22 | 22:28 | 27:11 | 35:02 | 56:15 | 12:34 | 09:18 |
 | Kaya | 13 | 3.21% | 65.8 | 76.92% | +22.58% | +23.08% | -10.25% | -1.82% | 37:40 | 16:57 | 24:34 | 37:07 | 42:55 | 57:46 | 18:21 | 13:35 |
 | Scythe of Vyse | 28 | 6.91% | 64.6 | 64.29% | +9.91% | +7.14% | -7.15% | -1.74% | 44:04 | 30:00 | 39:44 | 41:38 | 47:56 | 1:08:53 | 08:12 | 06:04 |
 | Cornucopia | 15 | 3.70% | 63.3 | 73.33% | +18.97% | +1.67% | +1.67% | 0.00% | 44:23 | 32:24 | 36:51 | 41:13 | 48:03 | 1:01:11 | 11:12 | 08:17 |
 | Sange | 25 | 6.17% | 62.0 | 64.00% | +9.53% | -14.00% | +19.33% | 3.75% | 33:52 | 21:36 | 27:54 | 34:08 | 36:47 | 55:12 | 08:53 | 06:34 |
 | Pavise | 74 | 18.27% | 60.8 | 52.70% | -2.89% | -15.86% | +2.86% | 5.59% | 15:30 | 10:06 | 13:35 | 15:19 | 16:56 | 23:55 | 03:21 | 02:28 |
 | Linken's Sphere | 12 | 2.96% | 59.5 | 75.00% | +20.55% | +25.00% | -8.33% | 0.00% | 46:08 | 35:53 | 40:24 | 45:11 | 49:27 | 1:01:25 | 09:03 | 06:42 |
 | Aghanim's Scepter | 48 | 11.85% | 58.2 | 54.17% | -1.01% | -29.17% | -12.50% | 1.35% | 36:13 | 20:42 | 29:25 | 36:05 | 41:46 | 55:44 | 12:21 | 09:08 |
 | Drum of Endurance | 31 | 7.65% | 57.0 | 58.06% | +3.25% | -8.06% | -20.56% | -1.47% | 25:51 | 14:22 | 19:20 | 24:13 | 27:49 | 47:22 | 08:29 | 06:17 |
 | Crimson Guard | 7 | 1.73% | 55.7 | 85.71% | +31.19% | -35.71% | +14.29% | 0.00% | 30:33 | 21:50 | 23:20 | 31:09 | 32:58 | 45:23 | 09:38 | 07:08 |
 | Helm of Iron Will | 7 | 1.73% | 54.4 | 85.71% | +31.19% | -35.71% | +14.29% | 0.00% | 29:00 | 16:39 | 19:57 | 29:51 | 32:45 | 49:21 | 12:48 | 09:28 |
 | Ghost Scepter | 21 | 5.19% | 53.2 | 61.90% | +7.21% | +18.10% | -1.90% | -1.57% | 35:46 | 23:32 | 27:29 | 36:07 | 40:15 | 57:46 | 12:46 | 09:27 |
 | Heaven's Halberd | 21 | 5.19% | 51.9 | 61.90% | +7.21% | -1.90% | -1.90% | 0.00% | 37:07 | 29:28 | 32:05 | 35:49 | 39:24 | 55:26 | 07:19 | 05:25 |
 | Boots of Bearing | 17 | 4.20% | 50.6 | 64.71% | +10.07% | +10.29% | -14.71% | -2.32% | 35:41 | 19:45 | 28:19 | 35:59 | 39:06 | 56:11 | 10:47 | 07:59 |
 | Octarine Core | 15 | 3.70% | 49.4 | 66.67% | +12.05% | -16.67% | +8.33% | 2.81% | 44:36 | 30:52 | 37:59 | 45:01 | 46:52 | 1:06:46 | 08:53 | 06:34 |
 | Diadem | 4 | 0.99% | 48.1 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 35:48 | 15:47 | 15:47 | 29:37 | 35:38 | 1:02:08 | 19:51 | 14:42 |
 | Desolator | 4 | 0.99% | 46.8 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 44:33 | 31:39 | 31:39 | 41:44 | 47:55 | 56:53 | 16:16 | 12:02 |
 | Morbid Mask | 4 | 0.99% | 45.6 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 34:31 | 22:38 | 22:38 | 31:52 | 33:40 | 49:55 | 11:02 | 08:10 |
 | Vladmir's Offering | 4 | 0.99% | 44.3 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 34:50 | 23:51 | 23:51 | 31:52 | 33:41 | 49:55 | 09:50 | 07:17 |
 | Dagon | 4 | 0.99% | 43.0 | 100.00% | +45.39% | 0.00% | 0.00% | 0.00% | 38:03 | 20:14 | 20:14 | 32:01 | 37:48 | 1:02:08 | 17:34 | 13:00 |
 | Aeon Disk | 6 | 1.48% | 41.8 | 83.33% | +28.69% | +16.67% | -83.33% | 0.00% | 43:43 | 36:32 | 41:55 | 43:56 | 46:56 | 48:48 | 05:01 | 03:42 |
 | Spirit Vessel | 8 | 1.98% | 40.5 | 75.00% | +20.34% | -25.00% | -25.00% | 0.00% | 18:04 | 14:55 | 17:06 | 18:03 | 18:19 | 21:16 | 01:13 | 00:54 |
 | Aghanim's Shard | 46 | 11.36% | 39.2 | 45.65% | -10.62% | +21.02% | -0.20% | -1.82% | 30:08 | 17:52 | 24:00 | 29:18 | 35:39 | 49:26 | 11:39 | 08:37 |
 | Urn of Shadows | 11 | 2.72% | 38.0 | 63.64% | +8.82% | -30.31% | -30.31% | 0.00% | 10:43 | 04:25 | 07:32 | 11:11 | 12:02 | 15:13 | 04:30 | 03:20 |
 | Ethereal Blade | 9 | 2.22% | 36.7 | 66.67% | +11.87% | +33.33% | -16.67% | 0.00% | 41:13 | 25:29 | 28:54 | 40:38 | 53:31 | 57:46 | 24:37 | 18:14 |
 | Vanguard | 7 | 1.73% | 35.4 | 71.43% | +16.66% | -21.43% | +28.57% | 0.00% | 27:59 | 17:05 | 17:53 | 29:14 | 29:19 | 49:21 | 11:26 | 08:28 |
 | Ring of Basilius | 7 | 1.73% | 34.2 | 71.43% | +16.66% | -21.43% | +28.57% | 0.00% | 24:58 | 09:59 | 14:08 | 20:12 | 31:52 | 49:55 | 17:44 | 13:08 |
 | Mask of Madness | 3 | 0.74% | 32.9 | 100.00% | +45.27% | 0.00% | 0.00% | 0.00% | 42:34 | 31:45 | 31:45 | 41:44 | 54:14 | 54:14 | 22:29 | 16:39 |
 | Blink Dagger | 5 | 1.23% | 31.6 | 80.00% | +25.25% | +20.00% | +20.00% | 0.00% | 36:54 | 25:40 | 25:40 | 36:56 | 43:00 | 48:34 | 17:20 | 12:50 |
 | Boots of Travel 2 | 2 | 0.49% | 30.4 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 53:23 | 46:22 | 46:22 | 60:23 | 60:23 | 60:23 | 14:01 | 10:22 |
 | Dragon Lance | 2 | 0.49% | 29.1 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 37:36 | 23:22 | 23:22 | 51:49 | 51:49 | 51:49 | 28:27 | 21:04 |
 | Black King Bar | 6 | 1.48% | 27.8 | 50.00% | -5.14% | 0.00% | -50.00% | 0.00% | 43:49 | 32:17 | 33:06 | 35:34 | 44:22 | 1:16:07 | 11:16 | 08:20 |
 | Rod of Atos | 3 | 0.74% | 26.6 | 66.67% | +11.69% | +33.33% | 0.00% | 0.00% | 19:00 | 14:53 | 14:53 | 16:04 | 26:03 | 26:03 | 11:10 | 08:16 |
 | Wind Waker | 3 | 0.74% | 25.3 | 66.67% | +11.69% | +33.33% | 0.00% | 0.00% | 47:42 | 39:25 | 39:25 | 48:14 | 55:27 | 55:27 | 16:02 | 11:52 |
 | Wraith Band | 4 | 0.99% | 24.1 | 50.00% | -5.11% | +50.00% | -50.00% | 0.00% | 10:00 | 02:15 | 02:15 | 05:29 | 06:57 | 25:19 | 04:42 | 03:28 |
 | Disperser | 1 | 0.25% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 00:00 | 00:00 |
 | Bottle | 1 | 0.25% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.25% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.25% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.25% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.25% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.25% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.25% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.25% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.25% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 00:00 | 00:00 |
 | Yasha | 1 | 0.25% | 10.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 0.49% | 8.9 | 50.00% | -5.09% | +50.00% | 0.00% | 0.00% | 23:08 | 09:06 | 09:06 | 37:09 | 37:09 | 37:09 | 28:03 | 20:46 |
 | Null Talisman | 2 | 0.49% | 7.6 | 50.00% | -5.09% | -50.00% | 0.00% | 0.00% | 11:17 | 09:43 | 09:43 | 12:50 | 12:50 | 12:50 | 03:07 | 02:18 |
 | Veil of Discord | 3 | 0.74% | 6.3 | 33.33% | -21.89% | -33.33% | 0.00% | 0.00% | 15:42 | 15:11 | 15:11 | 15:55 | 16:01 | 16:01 | 00:50 | 00:37 |
 | Shiva's Guard | 1 | 0.25% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.25% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 00:00 | 00:00 |
 | Javelin | 1 | 0.25% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.25% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |