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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 | |
 | Black King Bar | 74 | 49.33% | 100.0 | 64.86% | +24.07% | +3.56% | +7.36% | 0.42% | 30:19 | 19:24 | 24:46 | 29:17 | 33:44 | 1:01:17 | 08:58 | 06:38 |
 | Aghanim's Shard | 115 | 76.67% | 98.0 | 60.87% | +35.16% | +4.65% | -2.25% | -1.12% | 19:36 | 15:00 | 15:36 | 17:21 | 21:47 | 36:19 | 06:11 | 04:34 |
 | Arcane Boots | 6 | 4.00% | 96.0 | 100.00% | +49.31% | 0.00% | 0.00% | 0.00% | 24:52 | 05:09 | 09:32 | 25:54 | 33:34 | 44:37 | 24:02 | 17:48 |
 | Shiva's Guard | 14 | 9.33% | 94.0 | 78.57% | +28.57% | +21.43% | -45.24% | -7.14% | 38:29 | 29:46 | 33:13 | 36:27 | 42:33 | 48:59 | 09:20 | 06:54 |
 | Void Stone | 82 | 54.67% | 92.0 | 58.54% | +12.95% | -1.40% | -13.54% | -1.82% | 23:06 | 11:24 | 18:18 | 21:14 | 24:59 | 54:24 | 06:41 | 04:57 |
 | Eul's Scepter of Divinity | 64 | 42.67% | 90.0 | 59.38% | +11.71% | +3.12% | -3.13% | -1.45% | 21:38 | 14:15 | 19:05 | 21:18 | 23:24 | 36:21 | 04:19 | 03:11 |
 | Magic Wand | 115 | 76.67% | 88.0 | 55.65% | +12.79% | -0.48% | -3.93% | -0.42% | 07:55 | -01:29 | 04:00 | 06:52 | 12:10 | 21:48 | 08:10 | 06:02 |
 | Magic Stick | 125 | 83.33% | 86.0 | 55.20% | +15.20% | +2.86% | -0.36% | -0.81% | 03:19 | -01:29 | -01:24 | 02:41 | 05:22 | 16:16 | 06:46 | 05:00 |
 | Wind Lace | 98 | 65.33% | 84.0 | 55.10% | +7.02% | +0.90% | +3.23% | 0.20% | 11:10 | -01:29 | 04:27 | 11:25 | 15:52 | 31:20 | 11:25 | 08:27 |
 | Boots of Speed | 150 | 100.00% | 82.0 | 52.67% | +52.67% | +7.86% | -1.32% | -4.48% | 04:21 | 00:55 | 03:14 | 04:07 | 05:17 | 09:09 | 02:03 | 01:31 |
 | Blink Dagger | 150 | 100.00% | 80.0 | 52.67% | +52.67% | +10.49% | -12.13% | -11.03% | 11:04 | 07:39 | 10:04 | 10:57 | 12:07 | 15:57 | 02:03 | 01:31 |
 | Octarine Core | 5 | 3.33% | 78.0 | 100.00% | +48.97% | 0.00% | 0.00% | 0.00% | 40:51 | 28:23 | 28:23 | 35:48 | 40:46 | 1:04:50 | 12:23 | 09:10 |
 | Quelling Blade | 135 | 90.00% | 76.0 | 51.85% | -8.15% | +1.09% | -4.79% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 07:00 | 00:00 | 00:00 |
 | Ring of Protection | 79 | 52.67% | 74.0 | 54.43% | +3.73% | -4.43% | +15.57% | 4.60% | 03:24 | -01:29 | -01:29 | 03:17 | 05:50 | 18:09 | 07:19 | 05:25 |
 | Kaya | 37 | 24.67% | 72.0 | 59.46% | +9.02% | +29.43% | -15.02% | -4.50% | 28:24 | 16:47 | 22:37 | 27:37 | 32:30 | 46:30 | 09:53 | 07:19 |
 | Bracer | 79 | 52.67% | 70.0 | 53.16% | +1.05% | +6.84% | +6.84% | 0.00% | 03:03 | -01:29 | 01:52 | 02:25 | 02:58 | 37:01 | 01:06 | 00:48 |
 | Ghost Scepter | 26 | 17.33% | 68.0 | 61.54% | +10.73% | -4.40% | +5.13% | 0.81% | 29:11 | 16:36 | 21:54 | 26:25 | 33:40 | 51:05 | 11:46 | 08:42 |
 | Ethereal Blade | 22 | 14.67% | 66.0 | 63.64% | +12.86% | +19.69% | -3.64% | -2.24% | 31:57 | 22:35 | 25:55 | 30:01 | 36:19 | 46:24 | 10:24 | 07:42 |
 | Aether Lens | 7 | 4.67% | 64.0 | 85.71% | +34.66% | +14.29% | +14.29% | 0.00% | 31:08 | 20:16 | 24:13 | 26:26 | 30:00 | 54:35 | 05:47 | 04:17 |
 | Soul Ring | 71 | 47.33% | 62.0 | 50.70% | -3.73% | -0.70% | +4.86% | 1.67% | 06:42 | 01:56 | 04:34 | 06:12 | 07:54 | 15:01 | 03:20 | 02:28 |
 | Aeon Disk | 21 | 14.00% | 60.0 | 61.90% | +10.74% | +18.10% | +18.10% | 0.00% | 37:45 | 25:07 | 31:27 | 36:18 | 44:02 | 52:35 | 12:35 | 09:19 |
 | Ring of Health | 31 | 20.67% | 58.0 | 54.84% | +2.74% | -4.84% | +7.66% | 0.49% | 20:17 | 03:05 | 04:39 | 22:45 | 29:56 | 46:50 | 25:17 | 18:43 |
 | Lotus Orb | 10 | 6.67% | 56.0 | 70.00% | +18.57% | +30.00% | +30.00% | 0.00% | 29:26 | 19:05 | 25:18 | 26:30 | 32:06 | 52:33 | 06:48 | 05:02 |
 | Bottle | 30 | 20.00% | 54.0 | 50.00% | -3.33% | -25.00% | +7.14% | 32.14% | 01:45 | 01:04 | 01:21 | 01:37 | 02:01 | 04:34 | 00:40 | 00:29 |
 | Wind Waker | 3 | 2.00% | 52.0 | 100.00% | +48.30% | 0.00% | 0.00% | 0.00% | 40:29 | 31:45 | 31:45 | 35:03 | 54:40 | 54:40 | 22:55 | 16:58 |
 | Aghanim's Scepter | 5 | 3.33% | 50.0 | 80.00% | +28.28% | +20.00% | -80.00% | 0.00% | 39:14 | 26:29 | 26:29 | 38:50 | 44:26 | 49:56 | 17:57 | 13:17 |
 | Tranquil Boots | 46 | 30.67% | 48.0 | 41.30% | -16.39% | +0.37% | -14.03% | -6.26% | 07:37 | 03:36 | 05:09 | 06:12 | 07:27 | 30:24 | 02:18 | 01:42 |
 | Sange | 17 | 11.33% | 46.0 | 47.06% | -6.32% | +27.94% | -22.06% | -5.22% | 30:04 | 17:10 | 23:13 | 29:11 | 32:48 | 46:09 | 09:35 | 07:05 |
 | Vanguard | 9 | 6.00% | 44.0 | 55.56% | +3.08% | +44.44% | -5.56% | -50.00% | 08:40 | 06:19 | 06:34 | 06:50 | 07:03 | 23:07 | 00:29 | 00:21 |
 | Hood of Defiance | 2 | 1.33% | 42.0 | 100.00% | +47.97% | 0.00% | 0.00% | 0.00% | 08:32 | 07:14 | 07:14 | 09:49 | 09:49 | 09:49 | 02:35 | 01:54 |
 | Linken's Sphere | 8 | 5.33% | 40.0 | 50.00% | -2.82% | -50.00% | 0.00% | 0.00% | 36:03 | 26:49 | 29:56 | 35:39 | 37:30 | 44:16 | 07:34 | 05:36 |
 | Fluffy Hat | 5 | 3.33% | 38.0 | 60.00% | +7.59% | -60.00% | -60.00% | 0.00% | 23:30 | 13:09 | 13:09 | 23:23 | 27:08 | 37:13 | 13:59 | 10:21 |
 | Force Staff | 5 | 3.33% | 36.0 | 60.00% | +7.59% | -60.00% | -60.00% | 0.00% | 24:44 | 13:44 | 13:44 | 27:08 | 28:33 | 37:13 | 14:49 | 10:58 |
 | Ring of Basilius | 6 | 4.00% | 34.0 | 50.00% | -2.78% | 0.00% | -50.00% | 0.00% | 18:01 | 13:38 | 15:28 | 16:40 | 21:42 | 22:43 | 06:14 | 04:37 |
 | Kaya and Sange | 6 | 4.00% | 32.0 | 50.00% | -2.78% | +50.00% | -50.00% | 0.00% | 29:12 | 24:50 | 27:50 | 29:11 | 31:41 | 32:17 | 03:51 | 02:51 |
 | Veil of Discord | 6 | 4.00% | 30.0 | 50.00% | -2.78% | +50.00% | -50.00% | 0.00% | 19:58 | 17:12 | 18:27 | 18:36 | 22:15 | 24:16 | 03:48 | 02:48 |
 | Crown | 6 | 4.00% | 28.0 | 50.00% | -2.78% | +50.00% | -50.00% | 0.00% | 18:37 | 14:40 | 16:40 | 17:18 | 22:15 | 22:49 | 05:35 | 04:08 |
 | Overwhelming Blink | 3 | 2.00% | 26.0 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 34:34 | 21:53 | 21:53 | 28:56 | 52:54 | 52:54 | 31:01 | 22:58 |
 | Urn of Shadows | 3 | 2.00% | 24.0 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 07:27 | 03:06 | 03:06 | 06:09 | 13:06 | 13:06 | 10:00 | 07:24 |
 | Null Talisman | 8 | 5.33% | 22.0 | 37.50% | -16.02% | -37.50% | +12.50% | 0.00% | 06:28 | 01:57 | 02:24 | 04:35 | 06:36 | 16:36 | 04:12 | 03:06 |
 | Heaven's Halberd | 8 | 5.33% | 20.0 | 37.50% | -16.02% | +12.50% | -37.50% | 0.00% | 31:19 | 21:35 | 25:04 | 31:33 | 33:30 | 41:34 | 08:26 | 06:14 |
 | Spirit Vessel | 1 | 0.67% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.67% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.67% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.33% | 12.0 | 50.00% | -2.70% | -50.00% | 0.00% | 0.00% | 45:14 | 43:37 | 43:37 | 46:51 | 46:51 | 46:51 | 03:14 | 02:23 |
 | Crimson Guard | 1 | 0.67% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.67% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.67% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.67% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.67% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |