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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 | |
 | Linken's Sphere | 17 | 26.15% | 100.0 | 76.47% | +36.89% | -1.47% | -1.47% | 0.00% | 29:49 | 20:28 | 26:24 | 30:15 | 33:59 | 37:00 | 07:35 | 05:37 |
 | Ring of Health | 17 | 26.15% | 97.8 | 76.47% | +36.89% | -1.47% | -1.47% | 0.00% | 29:13 | 18:35 | 26:08 | 29:39 | 32:26 | 37:00 | 06:18 | 04:40 |
 | Void Stone | 36 | 55.38% | 95.7 | 63.89% | +32.86% | +2.78% | +13.89% | 1.08% | 23:24 | 08:57 | 18:22 | 21:44 | 28:37 | 38:38 | 10:15 | 07:35 |
 | Kaya | 27 | 41.54% | 93.5 | 62.96% | +23.49% | +8.47% | -5.82% | -3.73% | 23:01 | 14:18 | 20:12 | 21:26 | 24:02 | 35:22 | 03:50 | 02:50 |
 | Kaya and Sange | 27 | 41.54% | 91.3 | 62.96% | +23.49% | +8.47% | +8.47% | 0.00% | 26:18 | 18:09 | 22:37 | 24:32 | 26:34 | 45:45 | 03:57 | 02:55 |
 | Sange | 28 | 43.08% | 89.1 | 60.71% | +20.17% | +25.00% | +10.72% | -2.80% | 25:16 | 17:41 | 21:28 | 23:56 | 26:34 | 45:25 | 05:06 | 03:46 |
 | Blink Dagger | 64 | 98.46% | 87.0 | 50.00% | +50.00% | +6.25% | +12.50% | 1.92% | 18:26 | 10:12 | 16:02 | 17:33 | 19:17 | 31:36 | 03:15 | 02:24 |
 | Null Talisman | 65 | 100.00% | 84.8 | 49.23% | +49.23% | -11.73% | +0.77% | 12.50% | 03:30 | 00:40 | 03:07 | 03:33 | 03:48 | 05:02 | 00:41 | 00:30 |
 | Boots of Speed | 65 | 100.00% | 82.6 | 49.23% | +49.23% | +13.27% | +13.27% | 0.00% | 06:49 | 04:42 | 05:33 | 06:19 | 06:59 | 15:05 | 01:26 | 01:03 |
 | Bottle | 65 | 100.00% | 80.4 | 49.23% | +49.23% | +7.02% | +0.77% | -6.25% | 01:35 | 01:02 | 01:18 | 01:33 | 01:46 | 03:39 | 00:28 | 00:20 |
 | Aether Lens | 6 | 9.23% | 78.3 | 83.33% | +37.57% | +16.67% | -83.33% | 0.00% | 36:43 | 28:32 | 32:06 | 35:22 | 42:16 | 43:25 | 10:10 | 07:31 |
 | Octarine Core | 6 | 9.23% | 76.1 | 83.33% | +37.57% | +16.67% | -83.33% | 0.00% | 37:51 | 32:06 | 33:56 | 35:23 | 43:21 | 43:25 | 09:25 | 06:58 |
 | Wind Lace | 22 | 33.85% | 73.9 | 59.09% | +14.90% | -9.09% | +0.91% | 1.41% | 17:54 | 09:50 | 13:22 | 18:32 | 20:29 | 28:37 | 07:07 | 05:16 |
 | Eul's Scepter of Divinity | 21 | 32.31% | 71.7 | 57.14% | +11.69% | +2.86% | +2.86% | 0.00% | 19:41 | 12:51 | 15:43 | 19:49 | 21:48 | 29:19 | 06:05 | 04:30 |
 | Chainmail | 52 | 80.00% | 69.6 | 48.08% | -5.77% | -1.93% | +5.77% | 3.82% | 11:42 | 09:14 | 10:28 | 11:26 | 12:29 | 17:26 | 02:01 | 01:29 |
 | Witch Blade | 52 | 80.00% | 67.4 | 48.08% | -5.77% | +13.46% | -1.93% | -8.10% | 12:51 | 10:37 | 11:48 | 12:39 | 13:42 | 19:25 | 01:54 | 01:24 |
 | Power Treads | 11 | 16.92% | 65.2 | 63.64% | +17.34% | +3.03% | +36.36% | 33.33% | 08:54 | 08:01 | 08:10 | 08:46 | 09:02 | 10:18 | 00:52 | 00:38 |
 | Magic Wand | 32 | 49.23% | 63.0 | 46.88% | -4.64% | -21.88% | +3.12% | 9.04% | 07:25 | 02:49 | 04:56 | 06:36 | 07:42 | 25:32 | 02:46 | 02:02 |
 | Magic Stick | 33 | 50.77% | 60.9 | 45.45% | -7.68% | -20.45% | +4.55% | 5.70% | 05:34 | 02:09 | 02:48 | 05:36 | 07:11 | 13:42 | 04:23 | 03:14 |
 | Aghanim's Scepter | 28 | 43.08% | 58.7 | 46.43% | -4.92% | +25.00% | -17.86% | -6.82% | 33:17 | 22:24 | 28:33 | 32:00 | 34:50 | 57:15 | 06:17 | 04:39 |
 | Aeon Disk | 14 | 21.54% | 56.5 | 50.00% | +0.98% | -25.00% | +50.00% | 7.09% | 32:57 | 24:50 | 27:50 | 30:35 | 38:25 | 51:18 | 10:35 | 07:50 |
 | Overwhelming Blink | 6 | 9.23% | 54.3 | 66.67% | +19.21% | +33.33% | +33.33% | 0.00% | 48:40 | 41:00 | 46:21 | 49:08 | 51:37 | 53:20 | 05:16 | 03:54 |
 | Shiva's Guard | 2 | 3.08% | 52.2 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 27:33 | 26:15 | 26:15 | 28:51 | 28:51 | 28:51 | 02:36 | 01:55 |
 | Aghanim's Blessing | 5 | 7.69% | 50.0 | 60.00% | +11.67% | -60.00% | -60.00% | 0.00% | 48:37 | 37:12 | 37:12 | 48:49 | 53:57 | 58:21 | 16:45 | 12:24 |
 | Ethereal Blade | 5 | 7.69% | 47.8 | 60.00% | +11.67% | +40.00% | -60.00% | 0.00% | 33:29 | 29:05 | 29:05 | 31:39 | 37:37 | 38:44 | 08:32 | 06:19 |
 | Crown | 12 | 18.46% | 45.7 | 41.67% | -9.27% | -8.34% | -41.67% | -1.37% | 23:34 | 05:47 | 08:17 | 26:55 | 32:41 | 36:20 | 24:24 | 18:04 |
 | Ghost Scepter | 6 | 9.23% | 43.5 | 50.00% | +0.85% | 0.00% | -50.00% | 0.00% | 30:52 | 26:55 | 27:08 | 27:54 | 33:44 | 38:22 | 06:36 | 04:53 |
 | Dagon (level 2) | 6 | 9.23% | 41.3 | 50.00% | +0.85% | -50.00% | +50.00% | 0.00% | 32:29 | 26:03 | 27:52 | 28:07 | 34:09 | 45:53 | 06:17 | 04:39 |
 | Dagon (level 3) | 6 | 9.23% | 39.1 | 50.00% | +0.85% | -50.00% | +50.00% | 0.00% | 34:26 | 29:00 | 30:31 | 31:01 | 34:30 | 47:12 | 03:59 | 02:57 |
 | Aghanim's Shard | 10 | 15.38% | 37.0 | 40.00% | -10.91% | -6.67% | -40.00% | -7.97% | 35:12 | 27:21 | 32:14 | 34:34 | 36:25 | 45:33 | 04:11 | 03:05 |
 | Dagon (level 4) | 3 | 4.62% | 34.8 | 66.67% | +18.28% | +33.33% | 0.00% | 0.00% | 38:37 | 31:01 | 31:01 | 37:38 | 47:12 | 47:12 | 16:11 | 11:59 |
 | Dagon (level 5) | 3 | 4.62% | 32.6 | 66.67% | +18.28% | +33.33% | 0.00% | 0.00% | 39:08 | 32:30 | 32:30 | 37:42 | 47:12 | 47:12 | 14:42 | 10:53 |
 | Dagon | 8 | 12.31% | 30.4 | 37.50% | -13.38% | -37.50% | +12.50% | 7.26% | 31:49 | 24:02 | 26:51 | 32:41 | 33:44 | 43:29 | 06:53 | 05:05 |
 | Ring of Basilius | 4 | 6.15% | 28.3 | 50.00% | +0.82% | +50.00% | +50.00% | 0.00% | 07:34 | 06:37 | 06:37 | 07:45 | 07:51 | 08:02 | 01:14 | 00:54 |
 | Veil of Discord | 4 | 6.15% | 26.1 | 50.00% | +0.82% | +50.00% | +50.00% | 0.00% | 09:50 | 09:26 | 09:26 | 09:30 | 10:11 | 10:14 | 00:45 | 00:33 |
 | Gleipnir | 2 | 3.08% | 23.9 | 50.00% | +0.79% | +50.00% | 0.00% | 0.00% | 34:04 | 31:39 | 31:39 | 36:29 | 36:29 | 36:29 | 04:50 | 03:34 |
 | Rod of Atos | 2 | 3.08% | 21.7 | 50.00% | +0.79% | +50.00% | 0.00% | 0.00% | 34:00 | 31:39 | 31:39 | 36:20 | 36:20 | 36:20 | 04:41 | 03:28 |
 | Javelin | 3 | 4.62% | 19.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:26 | 26:37 | 26:37 | 28:41 | 33:01 | 33:01 | 06:24 | 04:44 |
 | Maelstrom | 3 | 4.62% | 17.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:26 | 26:37 | 26:37 | 28:41 | 33:01 | 33:01 | 06:24 | 04:44 |
 | Black King Bar | 8 | 12.31% | 15.2 | 12.50% | -41.89% | -12.50% | -12.50% | 0.00% | 32:45 | 24:01 | 26:28 | 29:07 | 35:06 | 45:19 | 08:38 | 06:23 |
 | Blight Stone | 1 | 1.54% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 3.08% | 10.9 | 0.00% | -50.79% | 0.00% | 0.00% | 0.00% | 29:01 | 21:06 | 21:06 | 36:56 | 36:56 | 36:56 | 15:50 | 11:43 |
 | Desolator | 1 | 1.54% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.54% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.54% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |