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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 | |
 | Boots of Travel | 17 | 9.14% | 100.0 | 76.47% | +31.50% | -26.47% | -1.47% | 0.00% | 40:30 | 30:46 | 37:37 | 40:30 | 45:20 | 48:44 | 07:43 | 05:42 |
 | Void Stone | 80 | 43.01% | 98.5 | 60.00% | +21.32% | -5.00% | -25.00% | -1.30% | 30:15 | 10:41 | 21:28 | 30:33 | 36:50 | 56:19 | 15:22 | 11:22 |
 | Ring of Health | 70 | 37.63% | 96.9 | 60.00% | +19.48% | +1.11% | -7.06% | -0.52% | 28:47 | 01:47 | 20:53 | 28:32 | 36:41 | 1:01:31 | 15:48 | 11:42 |
 | Linken's Sphere | 32 | 17.20% | 95.4 | 65.63% | +21.47% | +9.37% | -3.13% | -1.12% | 31:15 | 14:53 | 25:31 | 30:40 | 36:41 | 47:20 | 11:10 | 08:16 |
 | Skull Basher | 111 | 59.68% | 93.8 | 54.05% | +15.38% | -4.05% | -11.19% | -0.86% | 31:40 | 23:20 | 26:35 | 30:22 | 34:54 | 1:05:03 | 08:19 | 06:09 |
 | Blink Dagger | 175 | 94.09% | 92.3 | 49.71% | +31.53% | +7.11% | -1.98% | -2.11% | 20:55 | 12:57 | 18:05 | 19:51 | 22:24 | 37:46 | 04:19 | 03:11 |
 | Bottle | 151 | 81.18% | 90.8 | 50.33% | +13.19% | -5.59% | +4.93% | 10.52% | 01:51 | 00:48 | 01:22 | 01:34 | 01:50 | 06:26 | 00:28 | 00:20 |
 | Diffusal Blade | 166 | 89.25% | 89.2 | 49.40% | +14.40% | +10.12% | -17.69% | -13.46% | 14:07 | 10:42 | 13:02 | 14:06 | 15:06 | 21:05 | 02:04 | 01:31 |
 | Aghanim's Shard | 164 | 88.17% | 87.7 | 49.39% | +13.03% | +11.59% | -7.93% | -3.01% | 21:11 | 15:00 | 17:07 | 19:43 | 23:36 | 42:02 | 06:29 | 04:48 |
 | Shiva's Guard | 12 | 6.45% | 86.2 | 75.00% | +29.02% | -8.33% | +25.00% | 0.00% | 35:00 | 22:25 | 29:11 | 31:11 | 36:48 | 1:02:46 | 07:37 | 05:38 |
 | Blight Stone | 163 | 87.63% | 84.6 | 48.47% | +4.99% | +2.75% | -2.13% | -2.44% | 03:52 | -00:12 | 02:28 | 03:00 | 04:28 | 12:23 | 02:00 | 01:28 |
 | Boots of Speed | 186 | 100.00% | 83.1 | 47.85% | +47.85% | +3.21% | -0.02% | -1.56% | 05:00 | 00:31 | 04:02 | 04:59 | 06:06 | 08:34 | 02:04 | 01:31 |
 | Arcane Boots | 177 | 95.16% | 81.5 | 48.02% | +3.58% | -2.57% | +1.98% | 2.01% | 08:19 | 04:32 | 06:57 | 08:07 | 09:13 | 21:51 | 02:16 | 01:40 |
 | Magic Wand | 159 | 85.48% | 80.0 | 48.43% | +3.99% | -5.93% | -0.93% | 1.03% | 07:11 | -01:29 | 04:32 | 06:11 | 09:24 | 23:18 | 04:52 | 03:36 |
 | Magic Stick | 171 | 91.94% | 78.5 | 47.95% | +1.28% | -3.76% | -6.09% | -0.58% | 03:47 | -01:29 | 02:10 | 03:10 | 06:11 | 17:42 | 04:01 | 02:58 |
 | Quelling Blade | 184 | 98.92% | 76.9 | 47.28% | -52.72% | -8.15% | +0.55% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Fluffy Hat | 121 | 65.05% | 75.4 | 48.76% | +2.61% | +7.91% | -15.43% | -4.97% | 08:37 | 02:44 | 04:44 | 07:34 | 09:26 | 35:40 | 04:42 | 03:28 |
 | Aghanim's Scepter | 81 | 43.55% | 73.8 | 50.62% | +4.91% | +14.38% | -15.62% | -3.73% | 30:49 | 20:50 | 25:59 | 29:12 | 34:02 | 56:04 | 08:03 | 05:57 |
 | Orb of Corrosion | 113 | 60.75% | 72.3 | 48.67% | +2.09% | +4.90% | -12.96% | -4.20% | 08:32 | 03:43 | 05:31 | 08:10 | 09:46 | 25:02 | 04:15 | 03:08 |
 | Orb of Venom | 116 | 62.37% | 70.8 | 48.28% | +1.14% | +13.79% | -13.80% | -6.90% | 07:44 | 01:49 | 04:45 | 07:14 | 08:45 | 25:02 | 04:00 | 02:57 |
 | Aeon Disk | 34 | 18.28% | 69.2 | 55.88% | +9.83% | +21.90% | -43.38% | -4.89% | 38:26 | 23:29 | 31:39 | 38:30 | 45:00 | 59:11 | 13:21 | 09:53 |
 | Lotus Orb | 22 | 11.83% | 67.7 | 59.09% | +12.75% | +7.58% | -19.09% | -2.37% | 26:10 | 19:05 | 20:52 | 24:17 | 32:07 | 37:16 | 11:15 | 08:20 |
 | Overwhelming Blink | 20 | 10.75% | 66.2 | 60.00% | +13.61% | +40.00% | 0.00% | -3.16% | 49:45 | 34:25 | 42:39 | 48:20 | 55:18 | 1:09:38 | 12:39 | 09:22 |
 | Aether Lens | 23 | 12.37% | 64.6 | 52.17% | +4.93% | +31.16% | -2.17% | -4.39% | 40:59 | 31:20 | 36:07 | 40:24 | 43:43 | 56:19 | 07:36 | 05:37 |
 | Eul's Scepter of Divinity | 11 | 5.91% | 63.1 | 63.64% | +16.78% | -30.31% | +3.03% | 0.00% | 29:33 | 16:39 | 18:19 | 24:25 | 36:19 | 56:22 | 18:00 | 13:20 |
 | Vanguard | 22 | 11.83% | 61.5 | 50.00% | +2.44% | +16.67% | +10.00% | -0.43% | 41:50 | 06:58 | 34:27 | 40:33 | 50:08 | 1:03:18 | 15:41 | 11:37 |
 | Wind Lace | 12 | 6.45% | 60.0 | 58.33% | +11.20% | -25.00% | +8.34% | 0.00% | 25:14 | 02:03 | 15:21 | 17:34 | 35:48 | 55:54 | 20:27 | 15:08 |
 | Abyssal Blade | 20 | 10.75% | 58.5 | 50.00% | +2.41% | +30.00% | -10.00% | -2.38% | 44:12 | 29:16 | 34:35 | 41:53 | 51:23 | 1:03:29 | 16:48 | 12:26 |
 | Octarine Core | 19 | 10.22% | 56.9 | 47.37% | -0.53% | +52.63% | -7.37% | -8.63% | 43:12 | 34:35 | 39:31 | 41:47 | 46:28 | 56:20 | 06:57 | 05:08 |
 | Ring of Protection | 22 | 11.83% | 55.4 | 40.91% | -7.87% | +9.09% | -20.91% | -4.04% | 15:02 | -01:29 | 12:40 | 14:49 | 20:05 | 25:26 | 07:25 | 05:29 |
 | Wraith Band | 20 | 10.75% | 53.8 | 40.00% | -8.80% | -20.00% | +40.00% | 60.00% | 02:06 | -01:29 | 01:33 | 01:49 | 02:29 | 08:11 | 00:56 | 00:41 |
 | Buckler | 20 | 10.75% | 52.3 | 40.00% | -8.80% | +20.00% | -20.00% | -4.89% | 18:03 | 12:31 | 13:10 | 15:29 | 21:21 | 30:00 | 08:11 | 06:03 |
 | Boots of Travel 2 | 7 | 3.76% | 50.8 | 57.14% | +9.65% | -7.14% | -7.14% | 0.00% | 57:43 | 39:30 | 45:44 | 54:42 | 1:03:30 | 1:14:40 | 17:46 | 13:09 |
 | Mekansm | 18 | 9.68% | 49.2 | 38.89% | -9.92% | +21.11% | -13.89% | -7.87% | 14:52 | 11:40 | 12:13 | 12:49 | 16:40 | 25:26 | 04:27 | 03:17 |
 | Guardian Greaves | 18 | 9.68% | 47.7 | 38.89% | -9.92% | +1.11% | -13.89% | -2.80% | 19:08 | 15:00 | 16:00 | 18:15 | 21:21 | 29:52 | 05:21 | 03:57 |
 | Chainmail | 19 | 10.22% | 46.2 | 36.84% | -12.26% | -16.84% | +3.16% | 4.90% | 13:56 | 09:19 | 10:51 | 13:04 | 14:56 | 25:26 | 04:05 | 03:01 |
 | Headdress | 19 | 10.22% | 44.6 | 36.84% | -12.26% | +3.16% | -16.84% | -2.29% | 12:18 | 03:08 | 07:55 | 12:13 | 16:39 | 25:26 | 08:44 | 06:28 |
 | Aghanim's Blessing | 9 | 4.84% | 43.1 | 44.44% | -3.58% | +55.56% | +5.56% | 0.00% | 54:29 | 43:31 | 45:45 | 56:34 | 1:02:08 | 1:04:42 | 16:23 | 12:08 |
 | Morbid Mask | 3 | 1.61% | 41.5 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 25:44 | 22:26 | 22:26 | 24:45 | 30:00 | 30:00 | 07:34 | 05:36 |
 | Vladmir's Offering | 3 | 1.61% | 40.0 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 27:16 | 23:11 | 23:11 | 28:36 | 30:00 | 30:00 | 06:49 | 05:02 |
 | Wind Waker | 3 | 1.61% | 38.5 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 51:52 | 45:02 | 45:02 | 51:38 | 58:57 | 58:57 | 13:55 | 10:18 |
 | Ring of Basilius | 4 | 2.15% | 36.9 | 50.00% | +2.20% | -50.00% | -50.00% | 0.00% | 19:35 | 02:02 | 02:02 | 21:33 | 24:44 | 30:00 | 22:42 | 16:48 |
 | Bracer | 1 | 0.54% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.54% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.54% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.54% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Force Staff | 10 | 5.38% | 29.2 | 30.00% | -18.86% | +3.33% | +20.00% | 0.00% | 32:13 | 29:34 | 30:46 | 31:18 | 33:30 | 36:27 | 02:44 | 02:01 |
 | Scythe of Vyse | 7 | 3.76% | 27.7 | 28.57% | -20.03% | +21.43% | -28.57% | 0.00% | 40:38 | 31:55 | 37:35 | 39:28 | 42:28 | 48:26 | 04:53 | 03:37 |
 | Refresher Orb | 2 | 1.08% | 26.2 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 53:52 | 48:15 | 48:15 | 59:29 | 59:29 | 59:29 | 11:14 | 08:19 |
 | Crown | 2 | 1.08% | 24.6 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 49:28 | 47:46 | 47:46 | 51:09 | 51:09 | 51:09 | 03:23 | 02:30 |
 | Gleipnir | 2 | 1.08% | 23.1 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 49:55 | 48:28 | 48:28 | 51:21 | 51:21 | 51:21 | 02:53 | 02:08 |
 | Rod of Atos | 2 | 1.08% | 21.5 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 49:28 | 47:47 | 47:47 | 51:09 | 51:09 | 51:09 | 03:22 | 02:29 |
 | Maelstrom | 10 | 5.38% | 20.0 | 20.00% | -29.43% | -20.00% | -20.00% | 0.00% | 39:00 | 18:22 | 22:01 | 45:35 | 48:48 | 1:06:42 | 26:47 | 19:50 |
 | Javelin | 12 | 6.45% | 18.5 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 35:19 | 15:05 | 18:47 | 33:49 | 47:22 | 1:01:34 | 28:35 | 21:10 |
 | Sange | 3 | 1.61% | 16.9 | 33.33% | -14.76% | -33.33% | 0.00% | 0.00% | 28:25 | 27:20 | 27:20 | 28:34 | 29:20 | 29:20 | 02:00 | 01:28 |
 | Heaven's Halberd | 3 | 1.61% | 15.4 | 33.33% | -14.76% | -33.33% | 0.00% | 0.00% | 29:44 | 28:35 | 28:35 | 28:45 | 31:51 | 31:51 | 03:16 | 02:25 |
 | Crimson Guard | 1 | 0.54% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Power Treads | 2 | 1.08% | 12.3 | 0.00% | -48.37% | 0.00% | 0.00% | 0.00% | 08:10 | 06:07 | 06:07 | 10:13 | 10:13 | 10:13 | 04:06 | 03:02 |
 | Spirit Vessel | 1 | 0.54% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.54% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.54% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.54% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.08% | 4.6 | 0.00% | -48.37% | 0.00% | 0.00% | 0.00% | 31:26 | 12:01 | 12:01 | 50:51 | 50:51 | 50:51 | 38:50 | 28:45 |
 | Black King Bar | 4 | 2.15% | 3.1 | 0.00% | -48.90% | 0.00% | 0.00% | 0.00% | 30:18 | 21:31 | 21:31 | 23:23 | 31:53 | 44:23 | 10:22 | 07:40 |
 | Mjollnir | 1 | 0.54% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 00:00 | 00:00 |