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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 | |
 | Scythe of Vyse | 20 | 6.41% | 100.0 | 90.00% | +41.37% | +10.00% | -30.00% | -4.47% | 41:02 | 27:44 | 36:48 | 38:42 | 45:45 | 53:51 | 08:57 | 06:37 |
 | Boots of Travel | 12 | 3.85% | 98.5 | 91.67% | +42.00% | +8.33% | -25.00% | 0.00% | 45:27 | 24:24 | 37:34 | 47:01 | 48:10 | 1:05:51 | 10:36 | 07:51 |
 | Void Stone | 142 | 45.51% | 96.9 | 63.38% | +22.20% | -13.38% | +10.91% | 1.49% | 23:21 | 03:53 | 15:15 | 20:30 | 31:36 | 53:55 | 16:21 | 12:06 |
 | Blink Dagger | 67 | 21.47% | 95.4 | 67.16% | +20.22% | -2.45% | +21.08% | 2.03% | 32:21 | 17:10 | 26:36 | 31:25 | 38:13 | 48:31 | 11:37 | 08:36 |
 | Arcane Boots | 197 | 63.14% | 93.8 | 59.39% | +22.00% | +3.88% | -10.41% | -3.62% | 13:21 | 05:28 | 10:17 | 12:27 | 14:14 | 40:03 | 03:57 | 02:55 |
 | Aether Lens | 65 | 20.83% | 92.3 | 63.08% | +14.90% | -0.58% | -13.08% | -1.01% | 26:16 | 14:05 | 20:37 | 24:27 | 33:01 | 50:04 | 12:24 | 09:11 |
 | Lotus Orb | 12 | 3.85% | 90.8 | 83.33% | +33.33% | +16.67% | -16.66% | 0.00% | 38:34 | 25:47 | 34:05 | 37:57 | 41:39 | 48:49 | 07:34 | 05:36 |
 | Magic Wand | 268 | 85.90% | 89.2 | 52.99% | +12.08% | +2.23% | -3.74% | -0.99% | 07:48 | 00:01 | 04:12 | 06:49 | 10:14 | 29:13 | 06:02 | 04:28 |
 | Glimmer Cape | 69 | 22.12% | 87.7 | 59.42% | +10.45% | -6.48% | -0.60% | 0.51% | 26:25 | 13:28 | 20:02 | 25:58 | 31:35 | 46:13 | 11:33 | 08:33 |
 | Magic Stick | 289 | 92.63% | 86.2 | 52.25% | +13.12% | -0.86% | +4.69% | 1.24% | 03:16 | -01:29 | -01:29 | 02:03 | 05:58 | 29:13 | 07:27 | 05:31 |
 | Wind Lace | 142 | 45.51% | 84.6 | 54.93% | +6.69% | +3.40% | -9.22% | -1.03% | 13:49 | -01:29 | 07:14 | 12:46 | 19:27 | 35:35 | 12:13 | 09:02 |
 | Ring of Health | 14 | 4.49% | 83.1 | 78.57% | +28.57% | +21.43% | -11.90% | -3.52% | 36:59 | 25:19 | 31:44 | 37:06 | 41:12 | 48:36 | 09:28 | 07:00 |
 | Boots of Speed | 303 | 97.12% | 81.5 | 51.82% | +18.49% | -0.50% | -7.08% | -1.84% | 07:15 | -01:29 | 05:04 | 06:48 | 08:39 | 31:15 | 03:35 | 02:39 |
 | Force Staff | 121 | 38.78% | 80.0 | 55.37% | +6.68% | +1.30% | -2.04% | -0.38% | 26:58 | 16:27 | 22:23 | 26:06 | 31:04 | 43:46 | 08:41 | 06:25 |
 | Chainmail | 81 | 25.96% | 78.5 | 56.79% | +7.44% | +13.21% | +8.21% | -0.76% | 16:44 | 08:36 | 12:44 | 16:01 | 19:20 | 31:20 | 06:36 | 04:53 |
 | Eul's Scepter of Divinity | 11 | 3.53% | 76.9 | 81.82% | +31.65% | -15.15% | +18.18% | 0.00% | 24:13 | 16:20 | 20:05 | 24:28 | 25:16 | 33:30 | 05:11 | 03:50 |
 | Rod of Atos | 37 | 11.86% | 75.4 | 62.16% | +12.34% | +4.51% | -6.60% | -2.40% | 19:06 | 11:35 | 16:41 | 19:01 | 21:19 | 26:45 | 04:38 | 03:25 |
 | Crown | 118 | 37.82% | 73.8 | 53.39% | +3.39% | -0.06% | -5.11% | -0.63% | 15:51 | -01:28 | 11:51 | 15:30 | 19:49 | 35:11 | 07:58 | 05:54 |
 | Ghost Scepter | 53 | 16.99% | 72.3 | 58.49% | +8.68% | +10.74% | -12.34% | -2.53% | 28:20 | 16:21 | 23:02 | 26:26 | 32:10 | 1:01:47 | 09:08 | 06:45 |
 | Drum of Endurance | 13 | 4.17% | 70.8 | 76.92% | +26.75% | -10.25% | +23.08% | 3.16% | 24:37 | 14:27 | 18:47 | 25:07 | 29:20 | 36:48 | 10:33 | 07:48 |
 | Blight Stone | 80 | 25.64% | 69.2 | 55.00% | +5.00% | +15.00% | +5.00% | -1.28% | 17:01 | -01:29 | 12:51 | 16:26 | 20:39 | 1:05:02 | 07:48 | 05:46 |
 | Null Talisman | 66 | 21.15% | 67.7 | 56.06% | +6.06% | +8.65% | +0.19% | -2.55% | 05:36 | -01:29 | 02:23 | 03:51 | 05:42 | 25:50 | 03:19 | 02:27 |
 | Medallion of Courage | 77 | 24.68% | 66.2 | 54.55% | +4.34% | +8.61% | +3.34% | -0.77% | 17:22 | 09:47 | 13:47 | 17:02 | 20:39 | 31:20 | 06:52 | 05:05 |
 | Solar Crest | 75 | 24.04% | 64.6 | 54.67% | +4.46% | +13.75% | +3.22% | -1.62% | 22:27 | 13:03 | 18:36 | 22:33 | 25:05 | 35:36 | 06:29 | 04:48 |
 | Tranquil Boots | 33 | 10.58% | 63.1 | 60.61% | +10.43% | -23.11% | +1.89% | 1.97% | 24:26 | 07:45 | 16:25 | 24:51 | 29:08 | 46:21 | 12:43 | 09:25 |
 | Buckler | 5 | 1.60% | 61.5 | 100.00% | +49.51% | 0.00% | 0.00% | 0.00% | 29:33 | 12:48 | 12:48 | 27:53 | 40:36 | 47:48 | 27:48 | 20:35 |
 | Headdress | 5 | 1.60% | 60.0 | 100.00% | +49.51% | 0.00% | 0.00% | 0.00% | 22:57 | 12:04 | 12:04 | 20:13 | 28:27 | 40:34 | 16:23 | 12:08 |
 | Mekansm | 5 | 1.60% | 58.5 | 100.00% | +49.51% | 0.00% | 0.00% | 0.00% | 25:58 | 16:15 | 16:15 | 27:18 | 28:27 | 40:35 | 12:12 | 09:02 |
 | Black King Bar | 5 | 1.60% | 56.9 | 100.00% | +49.51% | 0.00% | 0.00% | 0.00% | 38:51 | 30:29 | 30:29 | 35:01 | 44:49 | 49:40 | 14:20 | 10:37 |
 | Boots of Bearing | 5 | 1.60% | 55.4 | 100.00% | +49.51% | 0.00% | 0.00% | 0.00% | 29:22 | 21:48 | 21:48 | 29:15 | 35:05 | 35:32 | 13:17 | 09:50 |
 | Aeon Disk | 10 | 3.21% | 53.8 | 80.00% | +29.67% | +20.00% | +20.00% | 0.00% | 44:18 | 33:02 | 36:45 | 41:46 | 48:47 | 60:22 | 12:02 | 08:54 |
 | Aghanim's Scepter | 44 | 14.10% | 52.3 | 56.82% | +6.45% | +6.82% | -38.64% | -3.84% | 37:25 | 22:23 | 31:29 | 36:18 | 43:20 | 1:05:45 | 11:51 | 08:46 |
 | Fluffy Hat | 173 | 55.45% | 50.8 | 47.98% | -7.42% | -10.77% | -3.79% | 0.68% | 18:09 | -01:29 | 12:39 | 17:26 | 22:59 | 41:31 | 10:20 | 07:39 |
 | Ring of Protection | 55 | 17.63% | 49.2 | 49.09% | -2.66% | -27.66% | +15.20% | 7.10% | 14:02 | -01:29 | 09:55 | 13:24 | 15:57 | 47:47 | 06:02 | 04:28 |
 | Pavise | 45 | 14.42% | 47.7 | 48.89% | -2.80% | -21.62% | +14.75% | 6.31% | 15:51 | 06:18 | 12:24 | 16:09 | 18:10 | 27:21 | 05:46 | 04:16 |
 | Octarine Core | 6 | 1.92% | 46.2 | 83.33% | +32.68% | +16.67% | +16.67% | 0.00% | 47:50 | 43:50 | 45:40 | 46:12 | 49:18 | 54:12 | 03:38 | 02:41 |
 | Ring of Basilius | 31 | 9.94% | 44.6 | 48.39% | -3.21% | +14.11% | +14.11% | 0.00% | 12:53 | 05:08 | 09:25 | 11:32 | 15:49 | 27:33 | 06:24 | 04:44 |
 | Veil of Discord | 31 | 9.94% | 43.1 | 48.39% | -3.21% | +14.11% | -10.89% | -5.45% | 16:36 | 09:23 | 13:59 | 16:34 | 18:34 | 28:00 | 04:35 | 03:23 |
 | Kaya | 7 | 2.24% | 41.5 | 71.43% | +20.61% | -21.43% | +28.57% | 0.00% | 34:25 | 13:18 | 25:59 | 32:01 | 36:02 | 59:48 | 10:03 | 07:26 |
 | Guardian Greaves | 3 | 0.96% | 40.0 | 100.00% | +49.19% | 0.00% | 0.00% | 0.00% | 26:09 | 23:10 | 23:10 | 25:19 | 29:57 | 29:57 | 06:47 | 05:01 |
 | Linken's Sphere | 5 | 1.60% | 38.5 | 80.00% | +29.19% | +20.00% | +20.00% | 0.00% | 57:28 | 42:19 | 42:19 | 1:02:17 | 1:05:35 | 1:10:42 | 23:16 | 17:14 |
 | Aghanim's Shard | 5 | 1.60% | 36.9 | 80.00% | +29.19% | +20.00% | +20.00% | 0.00% | 45:22 | 40:11 | 40:11 | 41:37 | 50:06 | 53:42 | 09:55 | 07:20 |
 | Cornucopia | 5 | 1.60% | 35.4 | 80.00% | +29.19% | +20.00% | +20.00% | 0.00% | 56:41 | 42:03 | 42:03 | 1:01:56 | 1:05:13 | 1:10:42 | 23:10 | 17:09 |
 | Ethereal Blade | 6 | 1.92% | 33.8 | 66.67% | +15.69% | -16.67% | +33.33% | 0.00% | 39:40 | 19:59 | 27:48 | 32:29 | 58:03 | 1:02:08 | 30:15 | 22:24 |
 | Quelling Blade | 18 | 5.77% | 32.3 | 44.44% | -7.26% | -4.44% | +5.56% | 0.84% | 05:51 | -01:30 | -01:29 | -01:28 | 13:21 | 26:08 | 14:50 | 10:59 |
 | Phylactery | 15 | 4.81% | 30.8 | 46.67% | -4.85% | -21.67% | -21.67% | 0.00% | 18:27 | 13:38 | 14:46 | 17:35 | 18:53 | 34:21 | 04:07 | 03:02 |
 | Wraith Band | 12 | 3.85% | 29.2 | 50.00% | -1.33% | -16.67% | -16.67% | 0.00% | 28:27 | 10:07 | 23:01 | 26:49 | 33:56 | 48:23 | 10:55 | 08:05 |
 | Heaven's Halberd | 4 | 1.28% | 27.7 | 75.00% | +24.03% | +25.00% | -75.00% | 0.00% | 36:31 | 31:06 | 31:06 | 33:42 | 39:45 | 41:31 | 08:39 | 06:24 |
 | Sange | 4 | 1.28% | 26.2 | 75.00% | +24.03% | +25.00% | -75.00% | 0.00% | 33:13 | 25:28 | 25:28 | 30:47 | 35:37 | 41:00 | 10:09 | 07:31 |
 | Phase Boots | 2 | 0.64% | 24.6 | 100.00% | +49.03% | 0.00% | 0.00% | 0.00% | 25:28 | 19:44 | 19:44 | 31:12 | 31:12 | 31:12 | 11:28 | 08:29 |
 | Diadem | 18 | 5.77% | 23.1 | 38.89% | -13.15% | +1.11% | -38.89% | -3.77% | 18:04 | 08:17 | 11:10 | 13:48 | 21:47 | 1:04:36 | 10:37 | 07:51 |
 | Bracer | 5 | 1.60% | 21.5 | 60.00% | +8.86% | +40.00% | -60.00% | 0.00% | 26:57 | 14:08 | 14:08 | 28:34 | 33:30 | 37:53 | 19:22 | 14:20 |
 | Boots of Travel 2 | 3 | 0.96% | 20.0 | 66.67% | +15.54% | -66.67% | 0.00% | 0.00% | 43:52 | 32:56 | 32:56 | 41:24 | 57:17 | 57:17 | 24:21 | 18:02 |
 | Hand of Midas | 4 | 1.28% | 18.5 | 50.00% | -1.30% | +50.00% | -50.00% | 0.00% | 23:43 | 20:57 | 20:57 | 23:03 | 25:06 | 25:47 | 04:09 | 03:04 |
 | Mask of Madness | 1 | 0.32% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.32% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.32% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 00:00 | 00:00 |
 | Desolator | 1 | 0.32% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:02 | 1:05:02 | 1:05:02 | 1:05:02 | 1:05:02 | 1:05:02 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 0.64% | 10.8 | 50.00% | -1.29% | +50.00% | 0.00% | 0.00% | 46:43 | 36:26 | 36:26 | 57:00 | 57:00 | 57:00 | 20:34 | 15:14 |
 | Urn of Shadows | 2 | 0.64% | 9.2 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 08:35 | 04:22 | 04:22 | 12:47 | 12:47 | 12:47 | 08:25 | 06:14 |
 | Dagon | 3 | 0.96% | 7.7 | 0.00% | -51.78% | 0.00% | 0.00% | 0.00% | 37:10 | 17:32 | 17:32 | 29:21 | 1:04:36 | 1:04:36 | 47:04 | 34:51 |
 | Bottle | 1 | 0.32% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.32% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.32% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.32% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |