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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 | |
 | Aghanim's Shard | 28 | 20.44% | 100.0 | 71.43% | +30.15% | 0.00% | -14.29% | -1.90% | 26:32 | 20:00 | 21:29 | 23:29 | 29:01 | 56:52 | 07:32 | 05:34 |
 | Buckler | 17 | 12.41% | 98.4 | 76.47% | +33.14% | +23.53% | -51.47% | -9.34% | 34:59 | 26:41 | 30:05 | 33:21 | 38:07 | 47:20 | 08:02 | 05:57 |
 | Black King Bar | 57 | 41.61% | 96.8 | 63.16% | +26.91% | +8.27% | -6.02% | -2.80% | 27:38 | 21:27 | 24:33 | 27:27 | 29:39 | 39:31 | 05:06 | 03:46 |
 | Assault Cuirass | 16 | 11.68% | 95.2 | 75.00% | +31.20% | +25.00% | -50.00% | -9.11% | 36:12 | 26:54 | 31:23 | 35:23 | 39:37 | 48:03 | 08:14 | 06:05 |
 | Ring of Protection | 35 | 25.55% | 93.7 | 60.00% | +16.86% | -4.44% | +6.67% | 0.40% | 14:17 | -01:29 | 02:26 | 06:54 | 30:05 | 47:19 | 27:39 | 20:28 |
 | Echo Sabre | 85 | 62.04% | 92.1 | 52.94% | +14.48% | +13.73% | -19.61% | -10.75% | 19:39 | 15:18 | 17:56 | 19:17 | 21:02 | 30:55 | 03:06 | 02:17 |
 | Magic Wand | 95 | 69.34% | 90.5 | 51.58% | +13.48% | -5.75% | -9.91% | -0.74% | 07:35 | 01:22 | 04:34 | 06:13 | 10:10 | 23:15 | 05:36 | 04:08 |
 | Quelling Blade | 93 | 67.88% | 88.9 | 51.61% | +12.97% | +4.91% | -8.13% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:13 | 00:00 | 00:00 |
 | Power Treads | 34 | 24.82% | 87.3 | 58.82% | +15.13% | +7.85% | -33.82% | -8.42% | 09:42 | 05:31 | 06:31 | 07:45 | 11:28 | 39:10 | 04:57 | 03:40 |
 | Magic Stick | 129 | 94.16% | 85.7 | 48.06% | +10.56% | +8.19% | -10.56% | -4.05% | 04:27 | -01:29 | 02:10 | 04:11 | 06:48 | 14:16 | 04:38 | 03:25 |
 | Boots of Speed | 137 | 100.00% | 84.1 | 47.45% | +47.45% | -15.10% | -3.33% | 5.08% | 02:14 | -01:29 | -01:29 | 03:09 | 03:48 | 07:55 | 05:17 | 03:54 |
 | Blink Dagger | 133 | 97.08% | 82.5 | 46.62% | -28.38% | +10.96% | -13.29% | -5.55% | 13:51 | 08:36 | 11:18 | 12:56 | 15:40 | 23:43 | 04:22 | 03:14 |
 | Satanic | 4 | 2.92% | 81.0 | 100.00% | +54.14% | 0.00% | 0.00% | 0.00% | 38:24 | 32:20 | 32:20 | 34:33 | 37:25 | 49:19 | 05:05 | 03:45 |
 | Morbid Mask | 4 | 2.92% | 79.4 | 100.00% | +54.14% | 0.00% | 0.00% | 0.00% | 35:52 | 27:34 | 27:34 | 33:32 | 36:57 | 45:23 | 09:23 | 06:57 |
 | Bottle | 77 | 56.20% | 77.8 | 46.75% | -1.58% | +11.14% | -25.70% | -36.84% | 01:46 | 00:55 | 01:20 | 01:31 | 01:44 | 07:04 | 00:24 | 00:17 |
 | Chainmail | 58 | 42.34% | 76.2 | 48.28% | +1.44% | -1.61% | +8.86% | 2.06% | 08:34 | 01:54 | 05:48 | 07:09 | 10:53 | 25:49 | 05:05 | 03:45 |
 | Phase Boots | 57 | 41.61% | 74.6 | 47.37% | -0.13% | +9.77% | +9.77% | 0.00% | 09:02 | 05:22 | 06:46 | 07:57 | 10:55 | 17:09 | 04:09 | 03:04 |
 | Crystalys | 31 | 22.63% | 73.0 | 51.61% | +5.38% | -39.11% | -1.61% | 5.34% | 33:39 | 21:55 | 29:07 | 32:47 | 36:08 | 45:50 | 07:01 | 05:11 |
 | Wind Lace | 87 | 63.50% | 71.4 | 42.53% | -13.47% | +2.92% | +7.47% | 1.56% | 04:55 | -01:29 | 03:25 | 04:25 | 06:20 | 22:11 | 02:55 | 02:09 |
 | Soul Ring | 22 | 16.06% | 69.8 | 54.55% | +8.46% | +12.12% | -34.55% | -9.69% | 05:39 | 02:47 | 03:45 | 04:01 | 08:34 | 12:05 | 04:49 | 03:34 |
 | Void Stone | 16 | 11.68% | 68.3 | 56.25% | +9.97% | +18.75% | +18.75% | 0.00% | 27:31 | 20:44 | 22:48 | 25:58 | 30:11 | 38:24 | 07:23 | 05:28 |
 | Drum of Endurance | 3 | 2.19% | 66.7 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 22:38 | 16:17 | 16:17 | 20:56 | 30:40 | 30:40 | 14:23 | 10:39 |
 | Yasha | 5 | 3.65% | 65.1 | 80.00% | +33.79% | +20.00% | -80.00% | 0.00% | 24:46 | 10:22 | 10:22 | 13:53 | 22:33 | 1:05:54 | 12:11 | 09:01 |
 | Eul's Scepter of Divinity | 10 | 7.30% | 63.5 | 60.00% | +13.54% | +6.67% | -60.00% | -19.90% | 26:32 | 22:57 | 25:14 | 25:41 | 28:35 | 30:20 | 03:21 | 02:28 |
 | Tranquil Boots | 41 | 29.93% | 61.9 | 39.02% | -12.02% | -9.02% | +10.98% | 10.91% | 05:50 | 03:05 | 04:30 | 05:22 | 06:20 | 11:02 | 01:50 | 01:21 |
 | Moon Shard | 4 | 2.92% | 60.3 | 75.00% | +28.38% | +25.00% | -75.00% | 0.00% | 31:26 | 25:08 | 25:08 | 29:44 | 34:22 | 36:28 | 09:14 | 06:50 |
 | Ring of Health | 4 | 2.92% | 58.7 | 75.00% | +28.38% | +25.00% | +25.00% | 0.00% | 25:03 | 17:02 | 17:02 | 24:19 | 27:08 | 31:44 | 10:06 | 07:28 |
 | Daedalus | 16 | 11.68% | 57.1 | 43.75% | -4.18% | -43.75% | +6.25% | 11.24% | 38:13 | 27:36 | 34:55 | 36:53 | 39:22 | 46:29 | 04:27 | 03:17 |
 | Veil of Discord | 7 | 5.11% | 55.6 | 57.14% | +10.22% | -7.14% | -7.14% | 0.00% | 23:44 | 19:21 | 20:36 | 21:19 | 22:49 | 35:08 | 02:13 | 01:38 |
 | Manta Style | 2 | 1.46% | 54.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 19:50 | 15:33 | 15:33 | 24:07 | 24:07 | 24:07 | 08:34 | 06:20 |
 | Hood of Defiance | 2 | 1.46% | 52.4 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 20:44 | 17:02 | 17:02 | 24:26 | 24:26 | 24:26 | 07:24 | 05:28 |
 | Shadow Blade | 8 | 5.84% | 50.8 | 50.00% | +2.71% | +50.00% | 0.00% | -4.43% | 32:14 | 23:55 | 24:54 | 29:04 | 36:11 | 44:45 | 11:17 | 08:21 |
 | Crown | 8 | 5.84% | 49.2 | 50.00% | +2.71% | 0.00% | -50.00% | -11.15% | 23:39 | 15:37 | 17:50 | 20:06 | 22:19 | 37:37 | 04:29 | 03:19 |
 | Fluffy Hat | 24 | 17.52% | 47.6 | 33.33% | -17.11% | 0.00% | +16.67% | 1.85% | 21:59 | 05:13 | 17:38 | 21:53 | 26:39 | 31:01 | 09:01 | 06:40 |
 | Ring of Basilius | 13 | 9.49% | 46.0 | 38.46% | -9.93% | -5.13% | +28.21% | 2.64% | 13:06 | -01:29 | 05:40 | 09:13 | 18:19 | 35:08 | 12:39 | 09:22 |
 | Ethereal Blade | 6 | 4.38% | 44.4 | 50.00% | +2.67% | +50.00% | -50.00% | 0.00% | 32:13 | 20:49 | 31:10 | 33:04 | 36:14 | 38:16 | 05:04 | 03:45 |
 | Sange | 6 | 4.38% | 42.9 | 50.00% | +2.67% | +50.00% | -50.00% | 0.00% | 27:16 | 10:56 | 15:40 | 19:49 | 26:04 | 1:05:54 | 10:24 | 07:42 |
 | Silver Edge | 3 | 2.19% | 41.3 | 66.67% | +19.66% | +33.33% | 0.00% | 0.00% | 37:55 | 26:58 | 26:58 | 33:29 | 53:19 | 53:19 | 26:21 | 19:31 |
 | Lotus Orb | 3 | 2.19% | 39.7 | 66.67% | +19.66% | -66.67% | 0.00% | 0.00% | 34:34 | 30:55 | 30:55 | 31:45 | 41:02 | 41:02 | 10:07 | 07:29 |
 | Sange and Yasha | 3 | 2.19% | 38.1 | 66.67% | +19.66% | +33.33% | 0.00% | 0.00% | 31:56 | 14:14 | 14:14 | 15:40 | 1:05:54 | 1:05:54 | 51:40 | 38:16 |
 | Aghanim's Scepter | 7 | 5.11% | 36.5 | 42.86% | -4.83% | +7.14% | +57.14% | 10.68% | 33:04 | 26:55 | 29:34 | 33:28 | 34:15 | 37:43 | 04:41 | 03:28 |
 | Medallion of Courage | 1 | 0.73% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.73% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.73% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.73% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Force Staff | 18 | 13.14% | 28.6 | 22.22% | -29.04% | -2.22% | +27.78% | 7.89% | 27:51 | 19:02 | 26:48 | 27:54 | 30:36 | 32:10 | 03:48 | 02:48 |
 | Ghost Scepter | 15 | 10.95% | 27.0 | 20.00% | -30.82% | +55.00% | -20.00% | -10.37% | 29:42 | 20:41 | 24:32 | 26:58 | 31:46 | 43:05 | 07:14 | 05:21 |
 | Overwhelming Blink | 2 | 1.46% | 25.4 | 50.00% | +2.59% | +50.00% | 0.00% | 0.00% | 47:13 | 31:24 | 31:24 | 1:03:01 | 1:03:01 | 1:03:01 | 31:37 | 23:25 |
 | Glimmer Cape | 2 | 1.46% | 23.8 | 50.00% | +2.59% | -50.00% | 0.00% | 0.00% | 28:15 | 26:49 | 26:49 | 29:40 | 29:40 | 29:40 | 02:51 | 02:06 |
 | Aether Lens | 2 | 1.46% | 22.2 | 50.00% | +2.59% | -50.00% | 0.00% | 0.00% | 40:56 | 34:40 | 34:40 | 47:11 | 47:11 | 47:11 | 12:31 | 09:16 |
 | Octarine Core | 2 | 1.46% | 20.6 | 50.00% | +2.59% | -50.00% | 0.00% | 0.00% | 46:18 | 39:56 | 39:56 | 52:40 | 52:40 | 52:40 | 12:44 | 09:25 |
 | Kaya and Sange | 1 | 0.73% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Kaya | 2 | 1.46% | 17.5 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 39:38 | 29:26 | 29:26 | 49:49 | 49:49 | 49:49 | 20:23 | 15:05 |
 | Aeon Disk | 3 | 2.19% | 15.9 | 0.00% | -48.51% | 0.00% | 0.00% | 0.00% | 39:29 | 33:16 | 33:16 | 42:24 | 42:48 | 42:48 | 09:32 | 07:03 |
 | Dagon | 1 | 0.73% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Javelin | 1 | 0.73% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.73% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.73% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.73% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.73% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.73% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.73% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.73% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |