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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 | |
 | Octarine Core | 64 | 26.67% | 100.0 | 76.56% | +25.99% | +4.69% | -14.06% | -3.27% | 37:21 | 28:58 | 33:56 | 36:13 | 39:40 | 1:04:57 | 05:44 | 04:14 |
 | Aether Lens | 77 | 32.08% | 98.1 | 75.32% | +26.24% | +14.15% | -6.90% | -3.26% | 35:26 | 25:24 | 31:46 | 35:09 | 38:13 | 1:04:57 | 06:27 | 04:46 |
 | Linken's Sphere | 61 | 25.42% | 96.2 | 73.77% | +21.81% | +19.56% | -0.44% | -3.04% | 28:09 | 22:34 | 24:56 | 27:48 | 31:31 | 38:37 | 06:35 | 04:52 |
 | Void Stone | 146 | 60.83% | 94.3 | 68.49% | +28.06% | -3.63% | +3.73% | 0.68% | 27:02 | 11:57 | 21:18 | 27:22 | 32:10 | 44:52 | 10:52 | 08:02 |
 | Ring of Health | 67 | 27.92% | 92.5 | 71.64% | +19.62% | +4.83% | +4.83% | 0.00% | 25:59 | 17:10 | 21:37 | 25:24 | 30:27 | 36:58 | 08:50 | 06:32 |
 | Kaya | 177 | 73.75% | 90.6 | 61.58% | +15.55% | +8.87% | +8.87% | 0.00% | 24:52 | 17:28 | 21:35 | 24:12 | 27:47 | 38:38 | 06:12 | 04:35 |
 | Kaya and Sange | 145 | 60.42% | 88.7 | 62.07% | +11.54% | +10.15% | -6.51% | -3.42% | 27:15 | 21:10 | 24:30 | 26:13 | 29:22 | 39:55 | 04:52 | 03:36 |
 | Sange | 152 | 63.33% | 86.8 | 61.18% | +10.04% | +17.77% | -8.55% | -5.46% | 26:05 | 17:58 | 23:32 | 25:22 | 28:21 | 39:39 | 04:49 | 03:34 |
 | Witch Blade | 234 | 97.50% | 84.9 | 58.12% | +24.79% | +6.29% | -8.12% | -5.54% | 12:24 | 07:14 | 11:02 | 12:12 | 13:38 | 25:53 | 02:36 | 01:55 |
 | Chainmail | 234 | 97.50% | 83.0 | 58.12% | +24.79% | -2.19% | -2.95% | -0.26% | 10:36 | 03:14 | 09:11 | 10:31 | 12:06 | 25:14 | 02:55 | 02:09 |
 | Boots of Speed | 236 | 98.33% | 81.1 | 57.63% | +7.63% | -6.78% | +6.78% | 3.65% | 07:10 | 00:58 | 05:04 | 06:11 | 08:47 | 24:34 | 03:43 | 02:45 |
 | Blink Dagger | 238 | 99.17% | 79.2 | 57.56% | +7.56% | +0.77% | -5.02% | -2.02% | 17:53 | 11:29 | 16:04 | 17:24 | 18:56 | 27:15 | 02:52 | 02:07 |
 | Bottle | 230 | 95.83% | 77.4 | 57.39% | -2.61% | +1.23% | +9.28% | 8.05% | 01:26 | 00:31 | 01:13 | 01:22 | 01:35 | 06:56 | 00:22 | 00:16 |
 | Magic Wand | 221 | 92.08% | 75.5 | 57.47% | -0.42% | -8.38% | +0.71% | 2.26% | 06:24 | -01:29 | 03:53 | 05:13 | 07:54 | 22:52 | 04:01 | 02:58 |
 | Magic Stick | 220 | 91.67% | 73.6 | 57.27% | -2.73% | +0.91% | +0.91% | 0.00% | 04:44 | -01:29 | 02:14 | 02:55 | 06:21 | 22:52 | 04:07 | 03:02 |
 | Null Talisman | 164 | 68.33% | 71.7 | 57.93% | +1.35% | -4.27% | -1.83% | 1.90% | 04:16 | -00:26 | 03:22 | 03:55 | 04:39 | 15:15 | 01:17 | 00:57 |
 | Aeon Disk | 50 | 20.83% | 69.8 | 64.00% | +8.21% | +12.92% | -5.67% | -2.40% | 34:00 | 21:44 | 29:10 | 32:32 | 36:54 | 1:07:50 | 07:44 | 05:43 |
 | Power Treads | 106 | 44.17% | 67.9 | 56.60% | -1.61% | -1.04% | +1.09% | 0.36% | 10:18 | 05:37 | 07:24 | 08:08 | 13:15 | 32:59 | 05:51 | 04:20 |
 | Overwhelming Blink | 39 | 16.25% | 66.0 | 61.54% | +4.82% | -1.54% | -1.54% | 0.00% | 41:37 | 26:09 | 37:18 | 41:15 | 45:50 | 1:07:51 | 08:32 | 06:19 |
 | Ethereal Blade | 17 | 7.08% | 64.2 | 70.59% | +14.09% | +4.41% | +4.41% | 0.00% | 30:09 | 23:50 | 25:48 | 31:14 | 32:35 | 34:37 | 06:47 | 05:01 |
 | Ghost Scepter | 23 | 9.58% | 62.3 | 65.22% | +8.54% | +1.45% | +1.45% | 0.00% | 28:14 | 16:55 | 24:22 | 29:50 | 31:20 | 34:41 | 06:58 | 05:09 |
 | Wind Lace | 39 | 16.25% | 60.4 | 58.97% | +1.76% | +21.03% | -8.97% | -4.23% | 19:32 | 11:12 | 15:25 | 19:31 | 22:31 | 31:27 | 07:06 | 05:15 |
 | Arcane Boots | 14 | 5.83% | 58.5 | 71.43% | +14.79% | +3.57% | -38.10% | 0.00% | 25:18 | 15:12 | 18:52 | 24:59 | 30:42 | 39:16 | 11:50 | 08:45 |
 | Eul's Scepter of Divinity | 37 | 15.42% | 56.6 | 56.76% | -0.88% | +21.02% | -1.20% | -3.46% | 21:26 | 15:26 | 17:17 | 21:07 | 23:42 | 31:57 | 06:25 | 04:45 |
 | Shiva's Guard | 9 | 3.75% | 54.7 | 77.78% | +21.07% | -27.78% | +22.22% | 0.00% | 33:37 | 29:35 | 30:57 | 33:40 | 34:36 | 37:24 | 03:39 | 02:42 |
 | Black King Bar | 19 | 7.92% | 52.8 | 63.16% | +6.15% | +16.84% | -3.16% | -4.04% | 32:39 | 23:40 | 27:36 | 30:57 | 32:33 | 59:21 | 04:57 | 03:40 |
 | Ring of Protection | 15 | 6.25% | 50.9 | 60.00% | +2.67% | -10.00% | +15.00% | 0.00% | 06:23 | -01:20 | 03:36 | 04:52 | 08:07 | 19:55 | 04:31 | 03:20 |
 | Urn of Shadows | 14 | 5.83% | 49.1 | 57.14% | -0.38% | +42.86% | +9.53% | 0.00% | 08:12 | 03:56 | 05:23 | 05:47 | 10:51 | 20:36 | 05:28 | 04:02 |
 | Revenant's Brooch | 7 | 2.92% | 47.2 | 71.43% | +14.35% | +28.57% | -71.43% | 0.00% | 46:52 | 37:33 | 39:27 | 44:53 | 51:43 | 56:12 | 12:16 | 09:05 |
 | Force Staff | 7 | 2.92% | 45.3 | 71.43% | +14.35% | +28.57% | -21.43% | 0.00% | 27:55 | 19:00 | 19:30 | 26:19 | 28:04 | 43:17 | 08:34 | 06:20 |
 | Spirit Vessel | 12 | 5.00% | 43.4 | 58.33% | +0.87% | +8.34% | +8.34% | 0.00% | 13:28 | 10:07 | 11:19 | 11:30 | 14:04 | 23:08 | 02:45 | 02:02 |
 | Aghanim's Shard | 5 | 2.08% | 41.5 | 80.00% | +22.98% | +20.00% | +20.00% | 0.00% | 49:24 | 39:13 | 39:13 | 51:00 | 52:39 | 57:59 | 13:26 | 09:57 |
 | Fluffy Hat | 8 | 3.33% | 39.6 | 62.50% | +5.17% | -12.50% | -12.50% | 0.00% | 26:12 | 17:23 | 18:45 | 24:06 | 27:56 | 40:52 | 09:11 | 06:48 |
 | Wind Waker | 2 | 0.83% | 37.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 46:51 | 43:20 | 43:20 | 50:21 | 50:21 | 50:21 | 07:01 | 05:11 |
 | Dragon Lance | 2 | 0.83% | 35.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 36:06 | 31:21 | 31:21 | 40:50 | 40:50 | 40:50 | 09:29 | 07:01 |
 | Dagon (level 2) | 18 | 7.50% | 34.0 | 38.89% | -20.12% | +1.11% | -38.89% | -3.22% | 36:04 | 20:38 | 30:03 | 34:03 | 42:28 | 55:42 | 12:25 | 09:11 |
 | Dagon | 18 | 7.50% | 32.1 | 38.89% | -20.12% | +1.11% | -13.89% | -1.42% | 34:45 | 19:11 | 28:58 | 34:03 | 39:34 | 55:42 | 10:36 | 07:51 |
 | Crown | 19 | 7.92% | 30.2 | 36.84% | -22.44% | +3.16% | -16.84% | -2.12% | 34:25 | 19:04 | 28:58 | 34:03 | 38:25 | 55:42 | 09:27 | 07:00 |
 | Dagon (level 5) | 8 | 3.33% | 28.3 | 50.00% | -7.76% | 0.00% | -50.00% | 0.00% | 41:43 | 24:58 | 28:44 | 44:27 | 49:48 | 56:39 | 21:04 | 15:36 |
 | Dagon (level 3) | 16 | 6.67% | 26.4 | 37.50% | -21.43% | +12.50% | -37.50% | 0.00% | 38:11 | 22:12 | 30:56 | 38:44 | 43:21 | 55:43 | 12:25 | 09:11 |
 | Aghanim's Blessing | 3 | 1.25% | 24.5 | 66.67% | +9.29% | +33.33% | 0.00% | 0.00% | 1:02:57 | 56:36 | 56:36 | 1:05:55 | 1:06:19 | 1:06:19 | 09:43 | 07:11 |
 | Dagon (level 4) | 11 | 4.58% | 22.6 | 36.36% | -22.16% | +30.31% | -36.36% | 0.00% | 40:38 | 24:58 | 30:33 | 42:49 | 43:22 | 55:51 | 12:49 | 09:29 |
 | Aghanim's Scepter | 4 | 1.67% | 20.8 | 50.00% | -7.63% | -50.00% | +50.00% | 0.00% | 56:00 | 35:09 | 35:09 | 56:36 | 1:05:55 | 1:06:19 | 30:46 | 22:47 |
 | Silver Edge | 1 | 0.42% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.42% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.42% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.42% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.42% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.42% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.42% | 7.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.42% | 5.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.42% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.42% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |