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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 | |
 | Aether Lens | 28 | 7.80% | 100.0 | 82.14% | +39.54% | +17.86% | -10.71% | -3.25% | 29:26 | 10:17 | 24:18 | 29:33 | 33:06 | 47:15 | 08:48 | 06:31 |
 | Octarine Core | 19 | 5.29% | 98.6 | 84.21% | +40.68% | -4.21% | -4.21% | 0.00% | 32:41 | 14:24 | 27:09 | 34:16 | 36:50 | 55:43 | 09:41 | 07:10 |
 | Scythe of Vyse | 57 | 15.88% | 97.2 | 70.18% | +29.12% | -5.89% | +1.25% | 0.72% | 40:43 | 30:05 | 34:52 | 40:52 | 44:51 | 1:03:39 | 09:59 | 07:23 |
 | Void Stone | 166 | 46.24% | 95.8 | 60.24% | +27.08% | -7.86% | +0.74% | 0.49% | 26:43 | 07:38 | 17:30 | 26:23 | 35:09 | 60:41 | 17:39 | 13:04 |
 | Heaven's Halberd | 70 | 19.50% | 94.4 | 64.29% | +23.11% | +7.93% | -11.35% | -1.73% | 27:35 | 14:26 | 21:26 | 26:51 | 32:34 | 43:17 | 11:08 | 08:14 |
 | Ring of Health | 94 | 26.18% | 93.0 | 61.70% | +21.70% | +9.13% | -13.87% | -2.01% | 25:34 | 02:44 | 18:19 | 23:44 | 29:45 | 60:41 | 11:26 | 08:28 |
 | Shiva's Guard | 87 | 24.23% | 91.5 | 62.07% | +21.63% | -2.98% | +1.57% | 0.72% | 33:21 | 21:25 | 28:59 | 32:49 | 35:19 | 53:57 | 06:20 | 04:41 |
 | Blink Dagger | 118 | 32.87% | 90.1 | 58.47% | +19.05% | -5.14% | +13.94% | 2.15% | 29:19 | 16:06 | 24:56 | 28:25 | 33:48 | 51:21 | 08:52 | 06:34 |
 | Ring of Basilius | 6 | 1.67% | 88.7 | 100.00% | +55.24% | 0.00% | 0.00% | 0.00% | 12:37 | 01:34 | 04:15 | 06:00 | 25:51 | 29:30 | 21:36 | 16:00 |
 | Buckler | 190 | 52.92% | 87.3 | 53.16% | +15.88% | +9.34% | +0.03% | -2.60% | 14:31 | 09:43 | 12:08 | 13:44 | 15:43 | 36:26 | 03:35 | 02:39 |
 | Hood of Defiance | 30 | 8.36% | 85.9 | 66.67% | +22.90% | +8.33% | -23.81% | -5.23% | 17:49 | 10:00 | 14:29 | 18:12 | 20:38 | 25:57 | 06:09 | 04:33 |
 | Guardian Greaves | 187 | 52.09% | 84.5 | 52.94% | +15.15% | +21.53% | -10.39% | -11.13% | 16:53 | 12:15 | 14:57 | 15:49 | 17:49 | 33:05 | 02:52 | 02:07 |
 | Ring of Protection | 195 | 54.32% | 83.1 | 52.31% | +14.51% | +6.87% | +4.83% | -0.55% | 13:31 | -01:29 | 11:33 | 13:18 | 15:14 | 36:26 | 03:41 | 02:43 |
 | Pipe of Insight | 27 | 7.52% | 81.7 | 66.67% | +22.69% | +19.04% | -9.53% | 0.00% | 22:54 | 14:22 | 20:20 | 22:43 | 25:36 | 31:13 | 05:16 | 03:54 |
 | Sange | 172 | 47.91% | 80.3 | 51.74% | +11.63% | -0.58% | -5.23% | -0.43% | 23:18 | 11:27 | 17:07 | 21:19 | 28:03 | 60:34 | 10:56 | 08:05 |
 | Headdress | 199 | 55.43% | 78.9 | 50.75% | +11.37% | +3.25% | -10.75% | -5.22% | 09:52 | -01:20 | 08:15 | 09:36 | 10:56 | 31:12 | 02:41 | 01:59 |
 | Mekansm | 197 | 54.87% | 77.5 | 50.76% | +11.25% | +14.55% | -16.07% | -12.85% | 12:10 | 08:32 | 10:41 | 11:39 | 13:04 | 24:22 | 02:23 | 01:45 |
 | Lotus Orb | 51 | 14.21% | 76.1 | 58.82% | +15.31% | -4.97% | -4.97% | 0.00% | 28:14 | 11:52 | 24:08 | 27:29 | 31:09 | 44:08 | 07:01 | 05:11 |
 | Wraith Band | 165 | 45.96% | 74.6 | 50.91% | +9.67% | +7.63% | -7.01% | -10.10% | 03:07 | -01:29 | 01:27 | 02:00 | 02:54 | 28:50 | 01:27 | 01:04 |
 | Chainmail | 264 | 73.54% | 73.2 | 48.86% | +12.02% | +2.66% | -4.92% | -2.66% | 09:18 | 03:15 | 07:36 | 08:54 | 10:27 | 21:09 | 02:51 | 02:06 |
 | Black King Bar | 215 | 59.89% | 71.8 | 49.30% | +9.02% | -6.71% | +6.26% | 1.88% | 24:38 | 14:25 | 20:32 | 23:33 | 27:27 | 55:37 | 06:55 | 05:07 |
 | Quelling Blade | 83 | 23.12% | 70.4 | 53.01% | +9.53% | +4.13% | -10.15% | -2.10% | 03:55 | -01:30 | -01:29 | -01:26 | 08:17 | 27:28 | 09:46 | 07:14 |
 | Arcane Boots | 210 | 58.50% | 69.0 | 48.10% | +5.82% | +12.28% | -17.33% | -14.68% | 07:10 | 03:45 | 05:52 | 06:45 | 07:53 | 23:56 | 02:01 | 01:29 |
 | Aghanim's Shard | 99 | 27.58% | 67.6 | 51.52% | +8.06% | +0.48% | +0.48% | 0.00% | 31:41 | 15:07 | 25:41 | 31:43 | 37:05 | 57:35 | 11:24 | 08:26 |
 | Boots of Speed | 359 | 100.00% | 66.2 | 45.68% | +45.68% | +8.76% | -10.12% | -10.69% | 03:48 | -01:30 | 02:53 | 03:40 | 04:39 | 09:59 | 01:46 | 01:18 |
 | Heart of Tarrasque | 5 | 1.39% | 64.8 | 100.00% | +55.08% | 0.00% | 0.00% | 0.00% | 37:12 | 32:58 | 32:58 | 34:03 | 38:35 | 46:46 | 05:37 | 04:09 |
 | Wind Lace | 210 | 58.50% | 63.4 | 46.67% | +2.37% | +0.50% | -6.29% | -1.34% | 07:35 | -01:30 | 04:31 | 06:51 | 09:36 | 26:50 | 05:05 | 03:45 |
 | Magic Wand | 335 | 93.31% | 62.0 | 44.48% | -18.02% | -0.43% | +0.76% | 0.27% | 05:38 | -01:30 | 03:41 | 06:03 | 08:09 | 16:57 | 04:28 | 03:18 |
 | Aeon Disk | 16 | 4.46% | 60.6 | 68.75% | +24.14% | +6.25% | +31.25% | 0.00% | 39:47 | 26:37 | 34:25 | 37:06 | 40:47 | 57:52 | 06:22 | 04:42 |
 | Magic Stick | 302 | 84.12% | 59.2 | 44.37% | -8.26% | -2.26% | +0.96% | 0.63% | 03:51 | -01:30 | 01:30 | 03:17 | 06:39 | 16:57 | 05:09 | 03:48 |
 | Kaya and Sange | 90 | 25.07% | 57.7 | 48.89% | +4.28% | +3.28% | +10.20% | 0.72% | 22:06 | 12:53 | 16:21 | 20:38 | 25:59 | 46:21 | 09:38 | 07:08 |
 | Kaya | 102 | 28.41% | 56.3 | 47.06% | +1.92% | -0.91% | +8.94% | 0.93% | 18:47 | 08:41 | 12:22 | 16:01 | 23:00 | 46:11 | 10:38 | 07:52 |
 | Overwhelming Blink | 13 | 3.62% | 54.9 | 69.23% | +24.43% | -2.56% | -2.56% | 0.00% | 48:06 | 29:56 | 38:10 | 46:22 | 58:44 | 1:04:05 | 20:34 | 15:14 |
 | Force Staff | 22 | 6.13% | 53.5 | 59.09% | +14.28% | -25.76% | +20.91% | 0.00% | 26:22 | 12:28 | 20:31 | 24:14 | 30:36 | 44:49 | 10:05 | 07:28 |
 | Fluffy Hat | 68 | 18.94% | 52.1 | 45.59% | -0.11% | +7.35% | +13.23% | 0.45% | 11:06 | 01:10 | 04:18 | 06:53 | 17:30 | 44:49 | 13:12 | 09:46 |
 | Boots of Travel | 23 | 6.41% | 50.7 | 56.52% | +11.58% | +26.81% | +10.15% | 0.00% | 37:00 | 12:40 | 30:31 | 35:06 | 41:59 | 1:02:48 | 11:28 | 08:29 |
 | Eul's Scepter of Divinity | 46 | 12.81% | 49.3 | 47.83% | +2.46% | +2.17% | -11.47% | -1.76% | 17:09 | 10:09 | 12:29 | 14:34 | 20:14 | 35:41 | 07:45 | 05:44 |
 | Power Treads | 57 | 15.88% | 47.9 | 45.61% | -0.09% | +18.68% | -2.75% | -13.53% | 07:06 | 03:14 | 06:08 | 07:03 | 07:43 | 12:07 | 01:35 | 01:10 |
 | Phase Boots | 61 | 16.99% | 46.5 | 44.26% | -1.71% | +2.41% | +2.41% | 0.00% | 08:31 | 05:39 | 06:55 | 07:34 | 08:48 | 29:00 | 01:53 | 01:23 |
 | Bottle | 107 | 29.81% | 45.1 | 40.19% | -7.83% | +11.66% | -6.86% | -18.52% | 01:48 | 00:14 | 01:17 | 01:27 | 01:41 | 20:26 | 00:24 | 00:17 |
 | Null Talisman | 42 | 11.70% | 43.7 | 45.24% | -0.50% | +9.31% | -15.24% | -16.55% | 02:04 | 00:20 | 01:11 | 01:50 | 02:40 | 07:04 | 01:29 | 01:05 |
 | Falcon Blade | 39 | 10.86% | 42.3 | 43.59% | -2.35% | +16.41% | -23.59% | -14.12% | 05:54 | 02:52 | 04:25 | 05:38 | 07:15 | 09:36 | 02:50 | 02:05 |
 | Linken's Sphere | 17 | 4.74% | 40.8 | 52.94% | +7.62% | +22.06% | +22.06% | 0.00% | 37:12 | 23:22 | 29:51 | 37:46 | 42:29 | 51:49 | 12:38 | 09:21 |
 | Assault Cuirass | 3 | 0.84% | 39.4 | 100.00% | +54.78% | 0.00% | 0.00% | 0.00% | 47:09 | 37:12 | 37:12 | 41:26 | 1:02:48 | 1:02:48 | 25:36 | 18:57 |
 | Rod of Atos | 32 | 8.91% | 38.0 | 40.63% | -5.55% | -3.13% | -3.13% | 0.00% | 13:16 | 09:16 | 11:35 | 12:38 | 14:11 | 22:49 | 02:36 | 01:55 |
 | Refresher Orb | 8 | 2.23% | 36.6 | 62.50% | +17.20% | +37.50% | -62.50% | 0.00% | 54:44 | 35:34 | 41:22 | 54:39 | 59:56 | 1:13:53 | 18:34 | 13:45 |
 | Crown | 27 | 7.52% | 35.2 | 40.74% | -5.34% | -26.45% | +2.12% | 0.00% | 09:53 | 03:53 | 07:17 | 09:02 | 10:33 | 22:41 | 03:16 | 02:25 |
 | Boots of Travel 2 | 4 | 1.11% | 33.8 | 75.00% | +29.65% | +25.00% | +25.00% | 0.00% | 47:57 | 34:26 | 34:26 | 45:53 | 46:52 | 1:04:38 | 12:26 | 09:12 |
 | Helm of Iron Will | 2 | 0.56% | 32.4 | 100.00% | +54.62% | 0.00% | 0.00% | 0.00% | 17:03 | 15:50 | 15:50 | 18:15 | 18:15 | 18:15 | 02:25 | 01:47 |
 | Crimson Guard | 2 | 0.56% | 31.0 | 100.00% | +54.62% | 0.00% | 0.00% | 0.00% | 19:24 | 16:10 | 16:10 | 22:38 | 22:38 | 22:38 | 06:28 | 04:47 |
 | Witch Blade | 11 | 3.06% | 29.6 | 45.45% | -0.24% | +21.22% | +21.22% | 0.00% | 14:56 | 08:43 | 11:42 | 14:08 | 19:39 | 20:20 | 07:57 | 05:53 |
 | Ghost Scepter | 24 | 6.69% | 28.2 | 29.17% | -17.70% | -12.50% | -29.17% | 0.00% | 30:32 | 18:19 | 23:56 | 29:19 | 34:29 | 52:11 | 10:33 | 07:48 |
 | Vanguard | 3 | 0.84% | 26.8 | 66.67% | +21.16% | -66.67% | 0.00% | 0.00% | 12:35 | 05:38 | 05:38 | 13:49 | 18:18 | 18:18 | 12:40 | 09:22 |
 | Ethereal Blade | 3 | 0.84% | 25.4 | 66.67% | +21.16% | +33.33% | 0.00% | 0.00% | 32:21 | 30:23 | 30:23 | 32:28 | 34:12 | 34:12 | 03:49 | 02:49 |
 | Wind Waker | 4 | 1.11% | 23.9 | 50.00% | +4.37% | -50.00% | +50.00% | 0.00% | 51:24 | 44:14 | 44:14 | 45:24 | 52:47 | 1:03:10 | 08:33 | 06:20 |
 | Sange and Yasha | 1 | 0.28% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.28% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.28% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Cornucopia | 2 | 0.56% | 18.3 | 50.00% | +4.34% | -50.00% | 0.00% | 0.00% | 21:31 | 19:35 | 19:35 | 23:26 | 23:26 | 23:26 | 03:51 | 02:51 |
 | Urn of Shadows | 9 | 2.51% | 16.9 | 22.22% | -24.07% | -22.22% | -22.22% | 0.00% | 04:15 | 02:32 | 03:13 | 04:10 | 04:36 | 06:48 | 01:23 | 01:01 |
 | Spirit Vessel | 3 | 0.84% | 15.5 | 33.33% | -12.46% | -33.33% | 0.00% | 0.00% | 11:49 | 10:50 | 10:50 | 11:36 | 13:00 | 13:00 | 02:10 | 01:36 |
 | Tranquil Boots | 4 | 1.11% | 14.1 | 25.00% | -20.92% | -25.00% | -25.00% | 0.00% | 09:50 | 05:12 | 05:12 | 10:17 | 11:03 | 12:48 | 05:51 | 04:20 |
 | Bracer | 9 | 2.51% | 12.7 | 11.11% | -35.46% | +38.89% | -11.11% | 0.00% | 04:48 | 00:05 | 00:45 | 03:50 | 05:30 | 16:23 | 04:45 | 03:31 |
 | Drum of Endurance | 2 | 0.56% | 11.3 | 0.00% | -45.94% | 0.00% | 0.00% | 0.00% | 23:04 | 22:21 | 22:21 | 23:46 | 23:46 | 23:46 | 01:25 | 01:02 |
 | Orb of Venom | 1 | 0.28% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.28% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.28% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.28% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 0.56% | 4.2 | 0.00% | -45.94% | 0.00% | 0.00% | 0.00% | 19:05 | 17:09 | 17:09 | 21:01 | 21:01 | 21:01 | 03:52 | 02:51 |
 | Phylactery | 1 | 0.28% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 |
 | Diadem | 1 | 0.28% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:10 | 07:10 | 07:10 | 07:10 | 07:10 | 07:10 | 00:00 | 00:00 |