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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 | |
 | Ghost Scepter | 8 | 12.31% | 100.0 | 100.00% | +54.39% | 0.00% | 0.00% | 0.00% | 32:47 | 22:54 | 29:18 | 31:45 | 36:04 | 39:31 | 06:46 | 05:00 |
 | Ethereal Blade | 6 | 9.23% | 97.4 | 100.00% | +52.54% | 0.00% | 0.00% | 0.00% | 36:14 | 28:23 | 29:37 | 30:54 | 39:48 | 51:56 | 10:11 | 07:32 |
 | Phase Boots | 14 | 21.54% | 94.9 | 71.43% | +24.37% | +28.57% | +28.57% | 0.00% | 08:23 | 05:16 | 07:02 | 08:04 | 10:01 | 11:26 | 02:59 | 02:12 |
 | Aghanim's Scepter | 49 | 75.38% | 92.3 | 57.14% | +19.64% | +17.86% | -15.47% | -5.92% | 25:35 | 16:54 | 22:51 | 25:12 | 28:29 | 36:53 | 05:38 | 04:10 |
 | Kaya and Sange | 39 | 60.00% | 89.7 | 58.97% | +16.66% | +11.03% | +1.03% | -1.00% | 24:09 | 16:00 | 18:26 | 23:26 | 28:27 | 42:07 | 10:01 | 07:25 |
 | Sange | 39 | 60.00% | 87.2 | 58.97% | +16.66% | +11.03% | +1.03% | -1.03% | 23:17 | 14:44 | 17:34 | 22:57 | 27:18 | 42:07 | 09:44 | 07:12 |
 | Magic Wand | 54 | 83.08% | 84.6 | 55.56% | +19.20% | -5.56% | -9.41% | -0.92% | 06:27 | 01:05 | 04:10 | 06:31 | 08:20 | 13:30 | 04:10 | 03:05 |
 | Void Stone | 46 | 70.77% | 82.1 | 56.52% | +14.41% | -14.85% | -1.97% | 2.39% | 15:12 | 06:46 | 10:45 | 13:32 | 16:08 | 44:49 | 05:23 | 03:59 |
 | Kaya | 42 | 64.62% | 79.5 | 57.14% | +13.66% | +6.50% | -7.14% | -0.96% | 20:04 | 10:19 | 13:26 | 17:39 | 27:40 | 42:07 | 14:14 | 10:32 |
 | Crown | 4 | 6.15% | 76.9 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 39:19 | 28:39 | 28:39 | 35:58 | 40:18 | 52:19 | 11:39 | 08:37 |
 | Dagon | 4 | 6.15% | 74.4 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 39:30 | 28:39 | 28:39 | 35:58 | 41:02 | 52:19 | 12:23 | 09:10 |
 | Magic Stick | 55 | 84.62% | 71.8 | 54.55% | +14.55% | +9.74% | +2.59% | -1.68% | 04:16 | -01:29 | 02:16 | 03:13 | 06:32 | 13:30 | 04:16 | 03:09 |
 | Boots of Speed | 65 | 100.00% | 69.2 | 52.31% | +52.31% | +16.44% | -8.56% | -8.93% | 05:17 | 01:50 | 03:43 | 05:10 | 06:31 | 11:02 | 02:48 | 02:04 |
 | Bottle | 63 | 96.92% | 66.7 | 52.38% | +2.38% | +16.37% | +3.87% | -12.50% | 01:42 | 00:47 | 01:23 | 01:36 | 01:44 | 04:38 | 00:21 | 00:15 |
 | Quelling Blade | 64 | 98.46% | 64.1 | 51.56% | -48.44% | +10.94% | +10.94% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:58 | 00:00 | 00:00 |
 | Chainmail | 15 | 23.08% | 61.5 | 66.67% | +18.67% | +33.33% | +33.33% | 0.00% | 07:50 | 04:50 | 06:22 | 08:04 | 08:37 | 11:01 | 02:15 | 01:40 |
 | Eul's Scepter of Divinity | 42 | 64.62% | 59.0 | 52.38% | +0.21% | +20.35% | +7.62% | -3.96% | 15:08 | 10:28 | 13:12 | 14:23 | 16:25 | 23:26 | 03:13 | 02:22 |
 | Wind Lace | 42 | 64.62% | 56.4 | 52.38% | +0.21% | +2.17% | +7.62% | 1.83% | 11:36 | 05:14 | 09:54 | 11:19 | 12:53 | 23:04 | 02:59 | 02:12 |
 | Aghanim's Shard | 33 | 50.77% | 53.8 | 54.55% | +4.55% | -29.55% | +7.95% | 4.91% | 32:08 | 22:55 | 26:20 | 32:04 | 33:58 | 50:31 | 07:38 | 05:39 |
 | Null Talisman | 53 | 81.54% | 51.3 | 49.06% | -17.61% | -2.91% | -10.60% | -3.85% | 04:48 | 02:50 | 03:42 | 04:37 | 05:42 | 08:20 | 02:00 | 01:28 |
 | Black King Bar | 13 | 20.00% | 48.7 | 61.54% | +11.54% | -61.54% | +5.13% | 17.62% | 34:21 | 26:33 | 31:34 | 34:13 | 35:21 | 41:35 | 03:47 | 02:48 |
 | Aeon Disk | 11 | 16.92% | 46.2 | 63.64% | +13.64% | +36.36% | +3.03% | -3.06% | 38:14 | 27:07 | 32:11 | 36:28 | 43:05 | 53:38 | 10:54 | 08:04 |
 | Linken's Sphere | 3 | 4.62% | 43.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:26 | 29:03 | 29:03 | 37:28 | 39:48 | 39:48 | 10:45 | 07:57 |
 | Octarine Core | 3 | 4.62% | 41.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 45:30 | 38:56 | 38:56 | 46:45 | 50:49 | 50:49 | 11:53 | 08:48 |
 | Ring of Health | 3 | 4.62% | 38.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:06 | 28:20 | 28:20 | 37:18 | 39:39 | 39:39 | 11:19 | 08:22 |
 | Aether Lens | 3 | 4.62% | 35.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:07 | 38:56 | 38:56 | 45:06 | 48:20 | 48:20 | 09:24 | 06:57 |
 | Scythe of Vyse | 4 | 6.15% | 33.3 | 75.00% | +24.18% | +25.00% | -75.00% | 0.00% | 46:50 | 37:58 | 37:58 | 44:40 | 51:39 | 53:02 | 13:41 | 10:08 |
 | Dagon (level 2) | 2 | 3.08% | 30.8 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 40:29 | 28:39 | 28:39 | 52:19 | 52:19 | 52:19 | 23:40 | 17:31 |
 | Dagon (level 3) | 2 | 3.08% | 28.2 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 41:52 | 29:48 | 29:48 | 53:56 | 53:56 | 53:56 | 24:08 | 17:52 |
 | Dagon (level 4) | 2 | 3.08% | 25.6 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 42:57 | 31:24 | 31:24 | 54:29 | 54:29 | 54:29 | 23:05 | 17:05 |
 | Dagon (level 5) | 2 | 3.08% | 23.1 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 44:34 | 32:54 | 32:54 | 56:13 | 56:13 | 56:13 | 23:19 | 17:16 |
 | Arcane Boots | 2 | 3.08% | 20.5 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 28:17 | 24:18 | 24:18 | 32:16 | 32:16 | 32:16 | 07:58 | 05:54 |
 | Shiva's Guard | 7 | 10.77% | 17.9 | 57.14% | +5.42% | +42.86% | -7.14% | 0.00% | 38:57 | 32:36 | 35:12 | 39:49 | 41:48 | 44:28 | 06:36 | 04:53 |
 | Blink Dagger | 4 | 6.15% | 15.4 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 40:28 | 30:15 | 30:15 | 34:35 | 48:10 | 48:50 | 17:55 | 13:16 |
 | Orb of Venom | 1 | 1.54% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Power Treads | 2 | 3.08% | 10.3 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 09:12 | 08:57 | 08:57 | 09:26 | 09:26 | 09:26 | 00:29 | 00:21 |
 | Urn of Shadows | 3 | 4.62% | 7.7 | 33.33% | -19.90% | -33.33% | 0.00% | 0.00% | 08:01 | 06:09 | 06:09 | 07:44 | 10:11 | 10:11 | 04:02 | 02:59 |
 | Spirit Vessel | 3 | 4.62% | 5.1 | 33.33% | -19.90% | +66.67% | 0.00% | 0.00% | 14:39 | 12:52 | 12:52 | 15:12 | 15:53 | 15:53 | 03:01 | 02:14 |
 | Ring of Protection | 3 | 4.62% | 2.6 | 33.33% | -19.90% | -33.33% | 0.00% | 0.00% | 07:20 | 05:16 | 05:16 | 07:17 | 09:26 | 09:26 | 04:10 | 03:05 |