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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 | |
 | Overwhelming Blink | 8 | 10.13% | 100.0 | 87.50% | +48.06% | +12.50% | +12.50% | 0.00% | 45:28 | 33:40 | 34:42 | 46:10 | 52:10 | 55:15 | 17:28 | 12:56 |
 | Ring of Protection | 14 | 17.72% | 97.9 | 64.29% | +24.29% | -14.29% | +2.38% | 1.71% | 19:05 | 06:34 | 14:06 | 17:54 | 23:50 | 33:26 | 09:44 | 07:12 |
 | Magic Stick | 42 | 53.16% | 95.7 | 50.00% | +12.16% | -13.64% | +10.00% | 4.25% | 03:00 | -01:29 | -01:29 | -01:23 | 07:03 | 21:33 | 08:32 | 06:19 |
 | Magic Wand | 67 | 84.81% | 93.6 | 46.27% | +12.94% | +0.79% | +0.79% | 0.00% | 03:39 | -01:30 | -01:29 | -01:23 | 08:11 | 14:04 | 09:40 | 07:09 |
 | Headdress | 35 | 44.30% | 91.5 | 51.43% | +12.79% | +4.13% | -6.99% | -2.58% | 17:15 | 13:27 | 14:48 | 15:50 | 19:07 | 26:38 | 04:19 | 03:11 |
 | Blink Dagger | 76 | 96.20% | 89.4 | 44.74% | +11.41% | +13.15% | -2.63% | -3.02% | 22:51 | 14:26 | 19:41 | 22:16 | 24:55 | 33:17 | 05:14 | 03:52 |
 | Helm of Iron Will | 26 | 32.91% | 87.2 | 53.85% | +14.23% | -25.28% | +12.82% | 6.57% | 15:48 | 11:00 | 13:15 | 14:36 | 19:03 | 26:54 | 05:48 | 04:17 |
 | Boots of Speed | 79 | 100.00% | 85.1 | 44.30% | +44.30% | +15.70% | +15.70% | 0.00% | 05:38 | -01:29 | 04:01 | 06:30 | 07:10 | 10:47 | 03:09 | 02:20 |
 | Crimson Guard | 27 | 34.18% | 83.0 | 51.85% | +11.47% | -8.99% | +5.29% | 3.35% | 18:15 | 11:50 | 15:01 | 16:34 | 19:17 | 43:24 | 04:16 | 03:09 |
 | Pipe of Insight | 27 | 34.18% | 80.9 | 51.85% | +11.47% | +48.15% | -8.99% | -11.78% | 19:12 | 15:07 | 16:12 | 18:17 | 21:03 | 29:40 | 04:51 | 03:35 |
 | Ring of Health | 72 | 91.14% | 78.7 | 43.06% | -14.08% | +1.38% | +6.94% | 4.12% | 04:40 | 01:24 | 02:30 | 02:57 | 03:51 | 28:52 | 01:21 | 01:00 |
 | Hand of Midas | 74 | 93.67% | 76.6 | 41.89% | -38.11% | +0.22% | -8.56% | -3.87% | 12:21 | 08:35 | 10:51 | 12:16 | 13:07 | 23:14 | 02:16 | 01:40 |
 | Quelling Blade | 28 | 35.44% | 74.5 | 50.00% | +8.82% | -7.14% | +21.43% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Vanguard | 66 | 83.54% | 72.3 | 42.42% | -11.43% | -1.24% | +7.58% | 6.78% | 07:05 | 03:48 | 05:39 | 06:12 | 06:57 | 17:48 | 01:18 | 00:57 |
 | Boots of Bearing | 3 | 3.80% | 70.2 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 22:40 | 13:17 | 13:17 | 23:41 | 31:01 | 31:01 | 17:44 | 13:08 |
 | Void Stone | 47 | 59.49% | 68.1 | 44.68% | +0.93% | -19.68% | +30.32% | 4.29% | 22:26 | 11:50 | 14:46 | 19:28 | 26:25 | 44:20 | 11:39 | 08:37 |
 | Octarine Core | 47 | 59.49% | 66.0 | 44.68% | +0.93% | -19.68% | +30.32% | 4.13% | 23:25 | 12:43 | 15:42 | 19:59 | 27:48 | 44:31 | 12:06 | 08:57 |
 | Black King Bar | 56 | 70.89% | 63.8 | 42.86% | -4.97% | 0.00% | -7.15% | -0.75% | 27:16 | 15:49 | 21:18 | 25:28 | 30:48 | 47:24 | 09:30 | 07:02 |
 | Arcane Boots | 65 | 82.28% | 61.7 | 41.54% | -15.60% | +8.46% | +2.21% | -1.10% | 12:12 | 03:36 | 08:23 | 11:17 | 14:03 | 28:48 | 05:40 | 04:11 |
 | Tranquil Boots | 5 | 6.33% | 59.6 | 80.00% | +38.11% | +20.00% | +20.00% | 0.00% | 10:10 | 05:26 | 05:26 | 07:21 | 08:26 | 23:30 | 03:00 | 02:13 |
 | Drum of Endurance | 5 | 6.33% | 57.4 | 80.00% | +38.11% | +20.00% | +20.00% | 0.00% | 15:47 | 10:00 | 10:00 | 12:43 | 13:24 | 30:39 | 03:24 | 02:31 |
 | Aghanim's Scepter | 27 | 34.18% | 55.3 | 48.15% | +5.84% | +8.99% | -19.58% | -3.53% | 38:31 | 25:28 | 34:10 | 38:13 | 42:16 | 54:01 | 08:06 | 06:00 |
 | Aghanim's Shard | 30 | 37.97% | 53.2 | 46.67% | +3.81% | +28.33% | +10.47% | -2.29% | 35:42 | 27:07 | 29:59 | 32:07 | 37:47 | 54:50 | 07:48 | 05:46 |
 | Buckler | 12 | 15.19% | 51.1 | 58.33% | +16.54% | +8.34% | +8.34% | 0.00% | 22:26 | 16:05 | 16:33 | 21:39 | 25:50 | 33:26 | 09:17 | 06:52 |
 | Boots of Travel | 26 | 32.91% | 48.9 | 46.15% | +2.75% | -17.58% | +20.52% | 3.51% | 39:26 | 21:47 | 33:48 | 39:32 | 44:40 | 60:23 | 10:52 | 08:02 |
 | Refresher Orb | 10 | 12.66% | 46.8 | 60.00% | +17.97% | +6.67% | -10.00% | 0.00% | 43:46 | 35:58 | 38:08 | 43:14 | 48:01 | 54:24 | 09:53 | 07:19 |
 | Heaven's Halberd | 11 | 13.92% | 44.7 | 54.55% | +11.90% | +12.12% | -21.22% | 0.00% | 31:56 | 24:52 | 27:40 | 30:52 | 32:13 | 47:43 | 04:33 | 03:22 |
 | Guardian Greaves | 11 | 13.92% | 42.6 | 54.55% | +11.90% | +12.12% | -21.22% | 0.00% | 23:01 | 18:11 | 18:28 | 21:47 | 25:50 | 31:16 | 07:22 | 05:27 |
 | Boots of Travel 2 | 11 | 13.92% | 40.4 | 54.55% | +11.90% | +45.45% | -54.55% | 0.00% | 48:04 | 35:43 | 42:00 | 45:23 | 54:37 | 1:05:02 | 12:37 | 09:20 |
 | Mekansm | 11 | 13.92% | 38.3 | 54.55% | +11.90% | +12.12% | -21.22% | 0.00% | 19:11 | 15:12 | 15:48 | 18:06 | 20:22 | 24:26 | 04:34 | 03:22 |
 | Chainmail | 14 | 17.72% | 36.2 | 50.00% | +6.92% | +25.00% | -16.67% | -9.88% | 16:49 | 04:54 | 14:38 | 15:48 | 18:51 | 24:26 | 04:13 | 03:07 |
 | Shiva's Guard | 21 | 26.58% | 34.0 | 42.86% | -1.97% | +17.14% | -2.86% | -3.33% | 33:47 | 27:12 | 29:26 | 33:03 | 35:26 | 47:34 | 06:00 | 04:26 |
 | Cornucopia | 9 | 11.39% | 31.9 | 55.56% | +12.70% | -5.56% | -5.56% | 0.00% | 46:08 | 35:57 | 37:02 | 45:07 | 48:45 | 1:03:02 | 11:43 | 08:40 |
 | Wind Lace | 30 | 37.97% | 29.8 | 36.67% | -12.31% | +13.33% | -8.10% | -1.66% | 07:29 | -01:29 | -01:25 | 08:11 | 14:18 | 18:53 | 15:43 | 11:38 |
 | Sange | 13 | 16.46% | 27.7 | 46.15% | +2.21% | -12.82% | -46.15% | 0.00% | 30:51 | 20:49 | 25:18 | 29:35 | 32:44 | 47:27 | 07:26 | 05:30 |
 | Force Staff | 2 | 2.53% | 25.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 32:40 | 30:18 | 30:18 | 35:02 | 35:02 | 35:02 | 04:44 | 03:30 |
 | Fluffy Hat | 2 | 2.53% | 23.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 32:38 | 30:18 | 30:18 | 34:57 | 34:57 | 34:57 | 04:39 | 03:26 |
 | Aghanim's Blessing | 7 | 8.86% | 21.3 | 57.14% | +14.08% | -7.14% | -57.14% | 0.00% | 43:36 | 33:46 | 38:38 | 41:23 | 44:29 | 56:00 | 05:51 | 04:20 |
 | Soul Ring | 1 | 1.27% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.27% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.27% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.27% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.27% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.27% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.27% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Bracer | 2 | 2.53% | 4.3 | 50.00% | +5.84% | -50.00% | 0.00% | 0.00% | 07:37 | 02:22 | 02:22 | 12:51 | 12:51 | 12:51 | 10:29 | 07:45 |
 | Phase Boots | 3 | 3.80% | 2.1 | 33.33% | -11.41% | +66.67% | 0.00% | 0.00% | 11:33 | 04:54 | 04:54 | 13:15 | 16:29 | 16:29 | 11:35 | 08:34 |