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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 | |
 | Refresher Orb | 38 | 18.81% | 100.0 | 68.42% | +25.74% | +1.58% | +20.47% | 2.88% | 41:43 | 32:48 | 38:39 | 41:15 | 45:12 | 53:56 | 06:33 | 04:51 |
 | Ring of Health | 46 | 22.77% | 97.8 | 63.04% | +20.09% | -4.71% | +9.69% | 1.62% | 38:50 | 23:35 | 34:25 | 38:13 | 43:19 | 53:56 | 08:54 | 06:35 |
 | Aghanim's Scepter | 123 | 60.89% | 95.7 | 55.28% | +19.84% | -0.44% | -13.34% | -1.94% | 28:38 | 17:17 | 25:00 | 27:45 | 31:40 | 45:05 | 06:40 | 04:56 |
 | Aether Lens | 121 | 59.90% | 93.5 | 54.55% | +17.51% | +8.78% | +8.78% | 0.00% | 24:50 | 11:48 | 17:59 | 23:53 | 29:40 | 53:56 | 11:41 | 08:39 |
 | Octarine Core | 48 | 23.76% | 91.3 | 60.42% | +16.91% | +6.25% | -2.09% | -0.66% | 36:20 | 18:52 | 29:25 | 35:41 | 41:58 | 58:03 | 12:33 | 09:17 |
 | Void Stone | 143 | 70.79% | 89.1 | 52.45% | +16.86% | +8.66% | +3.11% | -0.46% | 24:08 | 07:49 | 17:43 | 23:38 | 29:41 | 45:13 | 11:58 | 08:51 |
 | Aeon Disk | 21 | 10.40% | 87.0 | 66.67% | +21.37% | +13.33% | -6.67% | -1.87% | 36:41 | 24:36 | 30:16 | 36:39 | 40:59 | 51:27 | 10:43 | 07:56 |
 | Aghanim's Shard | 198 | 98.02% | 84.8 | 47.98% | +22.98% | -5.98% | +5.08% | 3.90% | 17:11 | 15:00 | 15:18 | 16:32 | 18:08 | 29:33 | 02:50 | 02:05 |
 | Arcane Boots | 197 | 97.52% | 82.6 | 47.72% | +7.72% | -10.99% | -4.86% | 1.40% | 08:39 | 04:27 | 06:17 | 07:23 | 10:39 | 26:41 | 04:22 | 03:14 |
 | Boots of Speed | 202 | 100.00% | 80.4 | 47.52% | +47.52% | +1.50% | +4.48% | 1.18% | 05:04 | -01:29 | 03:42 | 04:35 | 06:13 | 12:28 | 02:31 | 01:51 |
 | Ghost Scepter | 62 | 30.69% | 78.3 | 53.23% | +8.23% | -3.23% | +13.44% | 1.41% | 26:35 | 12:35 | 20:17 | 25:41 | 32:05 | 49:44 | 11:48 | 08:44 |
 | Sange | 65 | 32.18% | 76.1 | 52.31% | +7.05% | +3.94% | -8.56% | -2.16% | 19:58 | 11:59 | 15:50 | 18:58 | 21:37 | 44:57 | 05:47 | 04:17 |
 | Kaya and Sange | 65 | 32.18% | 73.9 | 52.31% | +7.05% | +3.94% | -8.56% | -2.26% | 20:11 | 11:59 | 16:05 | 19:05 | 21:37 | 45:21 | 05:32 | 04:05 |
 | Null Talisman | 90 | 44.55% | 71.7 | 50.00% | +4.46% | -6.52% | -9.09% | -1.24% | 04:31 | -01:29 | 02:52 | 03:38 | 04:56 | 31:32 | 02:04 | 01:31 |
 | Magic Wand | 139 | 68.81% | 69.6 | 47.48% | -0.14% | -7.48% | +3.95% | 2.12% | 07:12 | -01:29 | 03:20 | 06:27 | 08:43 | 29:54 | 05:23 | 03:59 |
 | Magic Stick | 157 | 77.72% | 67.4 | 46.50% | -4.61% | +9.91% | -10.60% | -3.49% | 03:36 | -01:29 | 00:17 | 02:13 | 06:10 | 26:16 | 05:53 | 04:21 |
 | Bottle | 127 | 62.87% | 65.2 | 47.24% | -0.76% | -9.74% | -3.49% | 6.25% | 01:26 | 00:29 | 01:08 | 01:17 | 01:31 | 06:05 | 00:23 | 00:17 |
 | Kaya | 139 | 68.81% | 63.0 | 46.76% | -2.45% | -3.90% | +4.67% | 4.15% | 15:15 | 08:48 | 11:27 | 12:26 | 13:31 | 55:54 | 02:04 | 01:31 |
 | Ethereal Blade | 54 | 26.73% | 60.9 | 51.85% | +5.90% | +5.29% | +2.00% | -0.28% | 29:20 | 17:14 | 22:03 | 27:15 | 33:50 | 56:56 | 11:47 | 08:43 |
 | Blink Dagger | 45 | 22.28% | 58.7 | 53.33% | +7.47% | -7.88% | +10.31% | 1.41% | 32:29 | 19:01 | 25:06 | 32:24 | 37:59 | 50:44 | 12:53 | 09:32 |
 | Wind Lace | 38 | 18.81% | 56.5 | 52.63% | +6.29% | +7.37% | -19.30% | -2.20% | 15:11 | -00:23 | 07:47 | 11:39 | 19:53 | 59:28 | 12:06 | 08:57 |
 | Ring of Basilius | 40 | 19.80% | 54.3 | 50.00% | +3.09% | 0.00% | +10.00% | 1.48% | 05:23 | -01:29 | 01:09 | 03:49 | 07:55 | 22:16 | 06:46 | 05:00 |
 | Fluffy Hat | 18 | 8.91% | 52.2 | 50.00% | +2.72% | +10.00% | -25.00% | -4.06% | 21:45 | 07:31 | 17:55 | 19:32 | 26:32 | 37:10 | 08:37 | 06:22 |
 | Force Staff | 15 | 7.43% | 50.0 | 46.67% | -0.92% | +3.33% | +3.33% | 0.00% | 24:50 | 13:06 | 18:45 | 24:58 | 26:48 | 37:10 | 08:03 | 05:57 |
 | Scythe of Vyse | 4 | 1.98% | 47.8 | 75.00% | +28.03% | +25.00% | -75.00% | 0.00% | 54:03 | 40:47 | 40:47 | 54:21 | 59:54 | 1:01:10 | 19:07 | 14:09 |
 | Overwhelming Blink | 2 | 0.99% | 45.7 | 100.00% | +53.00% | 0.00% | 0.00% | 0.00% | 52:38 | 43:55 | 43:55 | 1:01:20 | 1:01:20 | 1:01:20 | 17:25 | 12:54 |
 | Veil of Discord | 11 | 5.45% | 43.5 | 45.45% | -2.19% | -12.12% | -12.12% | 0.00% | 19:44 | 10:52 | 15:20 | 18:16 | 21:02 | 35:34 | 05:42 | 04:13 |
 | Crown | 12 | 5.94% | 41.3 | 41.67% | -6.22% | -8.34% | -8.34% | 0.00% | 21:07 | 07:40 | 12:57 | 16:41 | 22:16 | 56:48 | 09:19 | 06:54 |
 | Aghanim's Blessing | 5 | 2.48% | 39.1 | 60.00% | +12.79% | +40.00% | -60.00% | 0.00% | 54:30 | 48:37 | 48:37 | 54:50 | 57:14 | 58:37 | 08:37 | 06:22 |
 | Eul's Scepter of Divinity | 13 | 6.44% | 37.0 | 38.46% | -9.69% | +28.21% | -5.13% | 0.00% | 24:48 | 12:14 | 13:05 | 20:21 | 25:36 | 60:08 | 12:31 | 09:16 |
 | Black King Bar | 17 | 8.42% | 34.8 | 29.41% | -19.78% | +20.59% | -29.41% | 0.00% | 31:28 | 25:39 | 28:04 | 30:48 | 33:46 | 43:20 | 05:42 | 04:13 |
 | Tranquil Boots | 4 | 1.98% | 32.6 | 50.00% | +2.53% | -50.00% | +50.00% | 0.00% | 20:04 | 08:49 | 08:49 | 19:26 | 24:02 | 27:58 | 15:13 | 11:16 |
 | Linken's Sphere | 5 | 2.48% | 30.4 | 40.00% | -7.72% | -40.00% | -40.00% | 0.00% | 37:52 | 27:33 | 27:33 | 36:38 | 43:02 | 48:58 | 15:29 | 11:28 |
 | Arcane Blink | 2 | 0.99% | 28.3 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 1:03:23 | 59:01 | 59:01 | 1:07:44 | 1:07:44 | 1:07:44 | 08:43 | 06:27 |
 | Glimmer Cape | 3 | 1.49% | 26.1 | 33.33% | -14.41% | -33.33% | 0.00% | 0.00% | 36:28 | 30:41 | 30:41 | 34:25 | 44:19 | 44:19 | 13:38 | 10:05 |
 | Yasha | 1 | 0.50% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Dagon | 1 | 0.50% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.50% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.50% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.50% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 00:00 | 00:00 |
 | Headdress | 2 | 0.99% | 13.0 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Yasha and Kaya | 1 | 0.50% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.50% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.50% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.50% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 2.48% | 2.2 | 0.00% | -48.73% | 0.00% | 0.00% | 0.00% | 09:55 | -01:19 | -01:19 | 13:28 | 14:43 | 15:46 | 16:02 | 11:52 |