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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 | 12 | 12.50% | 100.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 29:00 | 22:05 | 24:18 | 27:30 | 32:38 | 36:40 | 08:20 | 06:10 |
 | Blink Dagger | 28 | 29.17% | 98.0 | 82.14% | +46.85% | +17.86% | +3.57% | -1.58% | 30:49 | 18:45 | 24:57 | 28:53 | 34:00 | 50:24 | 09:03 | 06:42 |
 | Octarine Core | 8 | 8.33% | 96.1 | 100.00% | +55.68% | 0.00% | 0.00% | 0.00% | 34:29 | 27:09 | 31:44 | 33:41 | 37:02 | 39:04 | 05:18 | 03:55 |
 | Scythe of Vyse | 16 | 16.67% | 94.1 | 81.25% | +38.75% | -31.25% | +18.75% | 6.22% | 41:30 | 30:05 | 36:49 | 42:17 | 44:51 | 53:20 | 08:02 | 05:57 |
 | Void Stone | 40 | 41.67% | 92.2 | 70.00% | +36.07% | -40.00% | 0.00% | 2.27% | 27:42 | 09:19 | 19:02 | 25:56 | 36:40 | 45:47 | 17:38 | 13:03 |
 | Shiva's Guard | 30 | 31.25% | 90.2 | 66.67% | +25.76% | -4.17% | +4.76% | 1.38% | 33:55 | 21:25 | 29:20 | 32:49 | 35:47 | 53:57 | 06:27 | 04:46 |
 | Black King Bar | 63 | 65.63% | 88.2 | 60.32% | +33.05% | -16.57% | +2.18% | 2.72% | 24:40 | 15:54 | 20:47 | 23:18 | 27:40 | 55:37 | 06:53 | 05:05 |
 | Kaya | 32 | 33.33% | 86.3 | 65.63% | +25.00% | -3.13% | +34.37% | 4.03% | 18:12 | 08:41 | 12:16 | 15:58 | 21:34 | 32:35 | 09:18 | 06:53 |
 | Sange | 44 | 45.83% | 84.3 | 61.36% | +22.90% | -6.81% | +2.28% | 0.83% | 23:43 | 12:37 | 16:58 | 22:54 | 27:55 | 42:59 | 10:57 | 08:06 |
 | Guardian Greaves | 52 | 54.17% | 82.4 | 59.62% | +23.26% | +32.69% | -36.54% | -20.26% | 16:42 | 12:15 | 14:23 | 15:51 | 17:48 | 28:21 | 03:25 | 02:31 |
 | Ring of Protection | 54 | 56.25% | 80.4 | 59.26% | +23.55% | +19.31% | -20.80% | -9.51% | 13:09 | 02:56 | 10:52 | 12:41 | 15:05 | 25:14 | 04:13 | 03:07 |
 | Buckler | 53 | 55.21% | 78.4 | 58.49% | +21.28% | +18.43% | -20.03% | -10.83% | 13:59 | 09:44 | 11:35 | 13:27 | 15:08 | 26:14 | 03:33 | 02:37 |
 | Kaya and Sange | 27 | 28.13% | 76.5 | 62.96% | +19.48% | -5.82% | +8.47% | 1.53% | 21:54 | 12:53 | 16:03 | 20:59 | 25:23 | 41:13 | 09:20 | 06:54 |
 | Heaven's Halberd | 14 | 14.58% | 74.5 | 71.43% | +26.31% | +3.57% | +28.57% | 0.00% | 29:11 | 20:07 | 23:08 | 29:26 | 32:01 | 43:17 | 08:53 | 06:34 |
 | Mekansm | 56 | 58.33% | 72.5 | 55.36% | +15.36% | +23.21% | -33.93% | -26.17% | 11:51 | 09:07 | 10:36 | 11:19 | 12:47 | 16:58 | 02:11 | 01:37 |
 | Chainmail | 73 | 76.04% | 70.6 | 53.42% | +18.64% | +2.14% | -8.98% | -4.14% | 08:46 | 03:15 | 07:29 | 08:42 | 10:10 | 13:47 | 02:41 | 01:59 |
 | Headdress | 57 | 59.38% | 68.6 | 54.39% | +13.36% | +17.04% | -32.96% | -16.04% | 09:53 | 05:51 | 07:46 | 09:33 | 10:53 | 31:12 | 03:07 | 02:18 |
 | Arcane Boots | 58 | 60.42% | 66.7 | 53.45% | +11.34% | +19.88% | -24.88% | -27.69% | 07:01 | 04:16 | 05:53 | 06:40 | 07:30 | 13:33 | 01:37 | 01:11 |
 | Wraith Band | 48 | 50.00% | 64.7 | 54.17% | +10.42% | +20.83% | -4.17% | -15.79% | 03:31 | -01:29 | 01:33 | 01:54 | 03:08 | 28:50 | 01:35 | 01:10 |
 | Boots of Speed | 96 | 100.00% | 62.7 | 48.96% | +48.96% | +5.21% | -15.63% | -10.69% | 03:28 | -01:30 | 02:40 | 03:29 | 04:37 | 07:58 | 01:57 | 01:26 |
 | Magic Wand | 89 | 92.71% | 60.8 | 47.19% | -24.24% | +11.90% | +7.36% | -1.14% | 05:18 | -01:30 | 03:45 | 05:35 | 07:44 | 16:18 | 03:59 | 02:57 |
 | Wind Lace | 56 | 58.33% | 58.8 | 50.00% | +2.50% | -14.29% | -7.14% | 0.92% | 07:31 | -01:30 | 03:19 | 06:36 | 11:05 | 21:23 | 07:46 | 05:45 |
 | Magic Stick | 80 | 83.33% | 56.9 | 46.25% | -16.25% | -6.25% | +3.75% | 2.50% | 03:32 | -01:29 | 01:33 | 02:59 | 05:33 | 15:45 | 04:00 | 02:57 |
 | Quelling Blade | 22 | 22.92% | 54.9 | 54.55% | +7.25% | -21.22% | +25.45% | 5.09% | 06:21 | -01:30 | -01:29 | 07:01 | 10:39 | 18:25 | 12:08 | 08:59 |
 | Ring of Health | 21 | 21.88% | 52.9 | 52.38% | +4.38% | +7.62% | -52.38% | -5.16% | 24:09 | 12:25 | 15:49 | 22:10 | 27:26 | 44:04 | 11:37 | 08:36 |
 | Overwhelming Blink | 5 | 5.21% | 51.0 | 80.00% | +32.75% | +20.00% | +20.00% | 0.00% | 40:57 | 34:26 | 34:26 | 41:00 | 43:57 | 47:10 | 09:31 | 07:02 |
 | Aghanim's Shard | 25 | 26.04% | 49.0 | 48.00% | -1.30% | +18.67% | -31.33% | -5.08% | 34:27 | 18:50 | 29:17 | 34:38 | 39:08 | 45:59 | 09:51 | 07:17 |
 | Phase Boots | 18 | 18.75% | 47.1 | 50.00% | +1.28% | +10.00% | 0.00% | -6.32% | 08:34 | 05:39 | 06:39 | 07:16 | 08:14 | 29:00 | 01:35 | 01:10 |
 | Power Treads | 13 | 13.54% | 45.1 | 53.85% | +5.66% | +12.82% | +12.82% | 0.00% | 06:58 | 04:35 | 05:35 | 07:22 | 07:43 | 10:11 | 02:08 | 01:34 |
 | Bottle | 29 | 30.21% | 43.1 | 41.38% | -10.86% | +30.05% | -12.81% | -42.86% | 01:32 | 00:30 | 01:19 | 01:27 | 01:41 | 02:36 | 00:22 | 00:16 |
 | Pipe of Insight | 6 | 6.25% | 41.2 | 66.67% | +18.89% | +33.33% | -66.67% | 0.00% | 23:35 | 20:20 | 22:02 | 22:21 | 22:48 | 31:13 | 00:46 | 00:34 |
 | Hood of Defiance | 9 | 9.38% | 39.2 | 55.56% | +7.28% | -5.56% | -55.56% | 0.00% | 18:03 | 12:36 | 13:44 | 18:12 | 20:24 | 24:48 | 06:40 | 04:56 |
 | Ethereal Blade | 2 | 2.08% | 37.3 | 100.00% | +52.13% | 0.00% | 0.00% | 0.00% | 31:26 | 30:23 | 30:23 | 32:28 | 32:28 | 32:28 | 02:05 | 01:32 |
 | Lotus Orb | 10 | 10.42% | 35.3 | 50.00% | +1.16% | -16.67% | -50.00% | 0.00% | 27:49 | 15:34 | 22:10 | 25:05 | 29:48 | 44:08 | 07:38 | 05:39 |
 | Rod of Atos | 11 | 11.46% | 33.3 | 45.45% | -3.96% | +21.22% | -12.12% | 0.00% | 13:19 | 09:16 | 11:50 | 12:35 | 14:28 | 18:16 | 02:38 | 01:57 |
 | Crown | 12 | 12.50% | 31.4 | 41.67% | -8.33% | -41.67% | -8.34% | 0.00% | 10:30 | 03:53 | 07:17 | 09:39 | 11:35 | 22:41 | 04:18 | 03:11 |
 | Fluffy Hat | 14 | 14.58% | 29.4 | 35.71% | -15.51% | +14.29% | -2.38% | 0.00% | 11:02 | 01:10 | 04:46 | 06:07 | 15:38 | 35:49 | 10:52 | 08:02 |
 | Force Staff | 3 | 3.13% | 27.5 | 66.67% | +18.28% | -66.67% | 0.00% | 0.00% | 28:53 | 22:59 | 22:59 | 24:14 | 39:25 | 39:25 | 16:26 | 12:10 |
 | Ghost Scepter | 7 | 7.29% | 25.5 | 42.86% | -6.58% | +7.14% | -42.86% | 0.00% | 33:17 | 23:56 | 24:43 | 29:19 | 40:03 | 46:10 | 15:20 | 11:21 |
 | Null Talisman | 8 | 8.33% | 23.5 | 37.50% | -12.50% | +12.50% | -37.50% | 0.00% | 03:20 | 01:15 | 01:20 | 02:43 | 03:41 | 07:04 | 02:21 | 01:44 |
 | Falcon Blade | 9 | 9.38% | 21.6 | 33.33% | -17.24% | +66.67% | -33.33% | 0.00% | 05:39 | 03:34 | 03:35 | 05:42 | 06:07 | 08:48 | 02:32 | 01:52 |
 | Sange and Yasha | 1 | 1.04% | 19.6 | 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 |
 | Urn of Shadows | 1 | 1.04% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:35 | 03:35 | 03:35 | 03:35 | 03:35 | 03:35 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 7 | 7.29% | 15.7 | 28.57% | -21.99% | -28.57% | -28.57% | 0.00% | 14:04 | 10:09 | 12:48 | 14:34 | 14:36 | 18:43 | 01:48 | 01:20 |
 | Aeon Disk | 2 | 2.08% | 13.7 | 50.00% | +1.06% | -50.00% | 0.00% | 0.00% | 46:21 | 34:50 | 34:50 | 57:52 | 57:52 | 57:52 | 23:02 | 17:03 |
 | Boots of Travel 2 | 2 | 2.08% | 11.8 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 46:23 | 45:53 | 45:53 | 46:52 | 46:52 | 46:52 | 00:59 | 00:43 |
 | Linken's Sphere | 4 | 4.17% | 9.8 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 35:12 | 29:51 | 29:51 | 34:40 | 37:46 | 38:30 | 07:55 | 05:51 |
 | Boots of Travel | 5 | 5.21% | 7.8 | 20.00% | -30.55% | -20.00% | -20.00% | 0.00% | 35:19 | 21:32 | 21:32 | 32:48 | 36:43 | 53:16 | 15:11 | 11:14 |
 | Tranquil Boots | 1 | 1.04% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 2.08% | 3.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:04 | 22:21 | 22:21 | 23:46 | 23:46 | 23:46 | 01:25 | 01:02 |
 | Wind Waker | 1 | 1.04% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |