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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 | |
 | Aghanim's Shard | 161 | 63.64% | 100.0 | 60.87% | +29.35% | +1.63% | +4.13% | 0.35% | 20:30 | 15:00 | 15:41 | 18:31 | 22:47 | 48:13 | 07:06 | 05:15 |
 | Black King Bar | 100 | 39.53% | 98.2 | 61.00% | +17.86% | +7.00% | +7.00% | 0.00% | 30:00 | 17:52 | 24:42 | 28:49 | 33:00 | 1:01:17 | 08:18 | 06:08 |
 | Kaya | 53 | 20.95% | 96.4 | 64.15% | +17.65% | +28.16% | -10.30% | -4.76% | 28:33 | 16:47 | 23:38 | 27:37 | 31:43 | 49:14 | 08:05 | 05:59 |
 | Ghost Scepter | 41 | 16.21% | 94.5 | 65.85% | +18.68% | +4.15% | +14.15% | 0.89% | 29:47 | 16:36 | 22:40 | 30:33 | 33:54 | 51:05 | 11:14 | 08:19 |
 | Shiva's Guard | 21 | 8.30% | 92.7 | 71.43% | +23.15% | +8.57% | -31.43% | -4.85% | 38:16 | 29:46 | 33:13 | 36:56 | 41:28 | 48:59 | 08:15 | 06:06 |
 | Eul's Scepter of Divinity | 133 | 52.57% | 90.9 | 54.89% | +9.89% | +14.81% | -12.47% | -6.79% | 21:27 | 14:15 | 18:55 | 21:16 | 22:56 | 36:21 | 04:01 | 02:58 |
 | Magic Wand | 197 | 77.87% | 89.1 | 52.28% | +9.42% | +4.86% | -7.38% | -1.61% | 08:30 | -01:29 | 04:52 | 07:44 | 12:28 | 21:48 | 07:36 | 05:37 |
 | Ethereal Blade | 27 | 10.67% | 87.3 | 66.67% | +18.44% | +4.76% | -9.53% | -1.50% | 31:50 | 22:35 | 26:24 | 30:01 | 35:57 | 46:24 | 09:33 | 07:04 |
 | Magic Stick | 221 | 87.35% | 85.5 | 51.58% | +10.95% | +8.42% | -7.94% | -3.49% | 03:39 | -01:29 | -01:09 | 02:50 | 05:50 | 18:36 | 06:59 | 05:10 |
 | Void Stone | 159 | 62.85% | 83.6 | 52.83% | +7.09% | +2.17% | -15.33% | -2.95% | 21:36 | 11:24 | 17:51 | 20:19 | 23:47 | 54:24 | 05:56 | 04:23 |
 | Blink Dagger | 253 | 100.00% | 81.8 | 50.20% | +50.20% | +11.70% | -10.52% | -9.88% | 11:23 | 07:28 | 10:09 | 11:12 | 12:24 | 17:24 | 02:15 | 01:40 |
 | Boots of Speed | 253 | 100.00% | 80.0 | 50.20% | +50.20% | +6.94% | -7.34% | -6.39% | 04:35 | -01:28 | 03:21 | 04:20 | 05:35 | 10:42 | 02:14 | 01:39 |
 | Wind Lace | 179 | 70.75% | 78.2 | 51.40% | +4.10% | +6.38% | -0.29% | -0.60% | 11:25 | -01:29 | 05:24 | 11:19 | 16:32 | 31:20 | 11:08 | 08:14 |
 | Ring of Protection | 131 | 51.78% | 76.4 | 51.91% | +3.55% | -0.39% | +14.76% | 3.52% | 03:03 | -01:29 | -01:29 | 03:05 | 05:47 | 18:09 | 07:16 | 05:22 |
 | Quelling Blade | 229 | 90.51% | 74.5 | 48.91% | -13.59% | +1.97% | -3.30% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 07:00 | 00:00 | 00:00 |
 | Octarine Core | 5 | 1.98% | 72.7 | 100.00% | +50.81% | 0.00% | 0.00% | 0.00% | 40:51 | 28:23 | 28:23 | 35:48 | 40:46 | 1:04:50 | 12:23 | 09:10 |
 | Aeon Disk | 33 | 13.04% | 70.9 | 60.61% | +11.97% | +14.39% | +1.89% | -1.12% | 37:44 | 25:07 | 31:27 | 36:51 | 42:36 | 52:35 | 11:09 | 08:15 |
 | Soul Ring | 119 | 47.04% | 69.1 | 50.42% | +0.42% | +2.91% | +2.91% | 0.00% | 07:00 | 01:56 | 04:48 | 06:21 | 07:59 | 22:13 | 03:11 | 02:21 |
 | Vanguard | 26 | 10.28% | 67.3 | 61.54% | +12.64% | +9.89% | +5.13% | -2.55% | 07:47 | 05:35 | 06:20 | 06:50 | 08:12 | 23:07 | 01:52 | 01:22 |
 | Bracer | 112 | 44.27% | 65.5 | 49.11% | -1.95% | +4.46% | +4.46% | 0.00% | 03:02 | -01:29 | 02:00 | 02:27 | 03:04 | 37:01 | 01:04 | 00:47 |
 | Ring of Health | 77 | 30.43% | 63.6 | 50.65% | +0.65% | -3.28% | -8.54% | -0.22% | 15:29 | 02:27 | 03:37 | 05:09 | 27:47 | 49:37 | 24:10 | 17:54 |
 | Aghanim's Scepter | 11 | 4.35% | 61.8 | 72.73% | +23.56% | -6.06% | -6.06% | 0.00% | 35:13 | 20:36 | 26:29 | 36:08 | 38:50 | 49:56 | 12:21 | 09:08 |
 | Arcane Boots | 15 | 5.93% | 60.0 | 66.67% | +17.51% | -16.67% | +8.33% | 1.10% | 22:51 | 05:09 | 07:50 | 26:22 | 30:28 | 44:37 | 22:38 | 16:45 |
 | Tranquil Boots | 72 | 28.46% | 58.2 | 47.22% | -4.16% | +8.34% | -13.89% | -8.66% | 07:15 | 02:30 | 05:04 | 06:26 | 07:38 | 30:24 | 02:34 | 01:54 |
 | Aether Lens | 12 | 4.74% | 56.4 | 66.67% | +17.29% | 0.00% | +33.33% | 0.00% | 29:40 | 13:59 | 24:13 | 27:39 | 31:39 | 54:35 | 07:26 | 05:30 |
 | Bottle | 44 | 17.39% | 54.5 | 47.73% | -2.99% | -11.37% | -2.28% | 9.09% | 01:44 | 01:04 | 01:22 | 01:37 | 02:01 | 04:34 | 00:39 | 00:28 |
 | Sange | 25 | 9.88% | 52.7 | 52.00% | +2.00% | +14.67% | -18.67% | -3.83% | 29:14 | 17:10 | 23:13 | 29:11 | 31:55 | 46:09 | 08:42 | 06:26 |
 | Lotus Orb | 31 | 12.25% | 50.9 | 48.39% | -2.06% | +14.11% | +1.61% | -2.37% | 29:18 | 19:05 | 25:26 | 28:02 | 30:43 | 52:33 | 05:17 | 03:54 |
 | Kaya and Sange | 11 | 4.35% | 49.1 | 63.64% | +14.05% | +3.03% | -30.31% | 0.00% | 30:09 | 24:50 | 28:38 | 29:47 | 31:04 | 36:52 | 02:26 | 01:48 |
 | Linken's Sphere | 12 | 4.74% | 47.3 | 58.33% | +8.54% | +8.34% | +8.34% | 0.00% | 33:13 | 22:21 | 26:49 | 32:43 | 36:23 | 44:16 | 09:34 | 07:05 |
 | Overwhelming Blink | 6 | 2.37% | 45.5 | 66.67% | +16.87% | -16.67% | -66.67% | 0.00% | 40:43 | 21:53 | 28:56 | 37:04 | 52:54 | 1:04:50 | 23:58 | 17:45 |
 | Null Talisman | 16 | 6.32% | 43.6 | 43.75% | -6.88% | +6.25% | -18.75% | -5.95% | 05:30 | 01:57 | 02:24 | 04:35 | 06:36 | 16:36 | 04:12 | 03:06 |
 | Force Staff | 10 | 3.95% | 41.8 | 50.00% | -0.21% | -16.67% | -50.00% | 0.00% | 25:39 | 13:44 | 22:51 | 25:35 | 29:52 | 37:13 | 07:01 | 05:11 |
 | Fluffy Hat | 11 | 4.35% | 40.0 | 45.45% | -4.96% | -12.12% | -12.12% | 0.00% | 23:26 | 13:09 | 16:38 | 23:23 | 25:34 | 37:13 | 08:56 | 06:37 |
 | Veil of Discord | 9 | 3.56% | 38.2 | 44.44% | -5.97% | +5.56% | -44.44% | 0.00% | 17:53 | 04:42 | 13:23 | 18:36 | 22:15 | 24:16 | 08:52 | 06:34 |
 | Crown | 9 | 3.56% | 36.4 | 44.44% | -5.97% | +5.56% | -44.44% | 0.00% | 16:36 | 01:44 | 12:56 | 17:18 | 22:15 | 23:03 | 09:19 | 06:54 |
 | Ring of Basilius | 10 | 3.95% | 34.5 | 40.00% | -10.62% | +26.67% | -40.00% | 0.00% | 17:11 | 03:14 | 13:38 | 16:40 | 22:43 | 26:38 | 09:05 | 06:43 |
 | Hood of Defiance | 10 | 3.95% | 32.7 | 40.00% | -10.62% | -6.67% | +10.00% | 0.00% | 10:10 | 06:19 | 07:14 | 08:06 | 09:49 | 22:53 | 02:35 | 01:54 |
 | Wind Waker | 6 | 2.37% | 30.9 | 50.00% | -0.20% | +50.00% | -50.00% | 0.00% | 46:38 | 31:45 | 35:03 | 44:41 | 56:27 | 57:11 | 21:24 | 15:51 |
 | Urn of Shadows | 3 | 1.19% | 29.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 07:27 | 03:06 | 03:06 | 06:09 | 13:06 | 13:06 | 10:00 | 07:24 |
 | Heart of Tarrasque | 3 | 1.19% | 27.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 41:00 | 33:38 | 33:38 | 37:21 | 52:01 | 52:01 | 18:23 | 13:37 |
 | Power Treads | 3 | 1.19% | 25.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 11:50 | 11:23 | 11:23 | 11:37 | 12:29 | 12:29 | 01:06 | 00:48 |
 | Heaven's Halberd | 11 | 4.35% | 23.6 | 36.36% | -14.47% | -3.03% | -36.36% | 0.00% | 29:31 | 21:35 | 22:02 | 30:15 | 32:47 | 41:34 | 10:45 | 07:57 |
 | Crimson Guard | 4 | 1.58% | 21.8 | 50.00% | -0.20% | +50.00% | +50.00% | 0.00% | 22:52 | 17:54 | 17:54 | 22:19 | 23:51 | 27:23 | 05:57 | 04:24 |
 | Arcane Blink | 1 | 0.40% | 20.0 | 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 |
 | Spirit Vessel | 1 | 0.40% | 18.2 | 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 |
 | Helm of Iron Will | 6 | 2.37% | 16.4 | 33.33% | -17.28% | -33.33% | +66.67% | 0.00% | 14:13 | 02:35 | 03:15 | 16:27 | 18:20 | 27:00 | 15:05 | 11:10 |
 | Refresher Orb | 3 | 1.19% | 14.5 | 33.33% | -17.07% | -33.33% | 0.00% | 0.00% | 45:03 | 43:37 | 43:37 | 44:42 | 46:51 | 46:51 | 03:14 | 02:23 |
 | Phase Boots | 5 | 1.98% | 12.7 | 0.00% | -51.21% | 0.00% | 0.00% | 0.00% | 10:30 | 06:28 | 06:28 | 10:09 | 12:14 | 15:27 | 05:46 | 04:16 |
 | Drum of Endurance | 1 | 0.40% | 10.9 | 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 |
 | Chainmail | 5 | 1.98% | 9.1 | 0.00% | -51.21% | 0.00% | 0.00% | 0.00% | 09:51 | 05:46 | 05:46 | 09:00 | 12:10 | 14:36 | 06:24 | 04:44 |
 | Morbid Mask | 1 | 0.40% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Buckler | 1 | 0.40% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.40% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.40% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |