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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 | |
 | Void Stone | 88 | 48.62% | 100.0 | 62.50% | +24.87% | +19.32% | -17.05% | -3.86% | 31:07 | 13:34 | 25:26 | 30:25 | 34:52 | 56:15 | 09:26 | 06:59 |
 | Aether Lens | 72 | 39.78% | 97.6 | 61.11% | +18.91% | +22.22% | -16.67% | -4.65% | 33:06 | 19:54 | 28:23 | 31:56 | 36:45 | 53:06 | 08:22 | 06:11 |
 | Blink Dagger | 173 | 95.58% | 95.2 | 50.87% | +25.87% | +9.60% | -13.66% | -2.81% | 19:20 | 08:54 | 15:02 | 17:51 | 23:19 | 42:50 | 08:17 | 06:08 |
 | Magic Stick | 147 | 81.22% | 92.9 | 51.02% | +6.90% | -15.88% | +11.14% | 5.02% | 03:42 | -01:30 | 00:54 | 02:47 | 06:17 | 18:39 | 05:23 | 03:59 |
 | Boots of Speed | 181 | 100.00% | 90.5 | 49.72% | +49.72% | +5.84% | -7.50% | -3.38% | 02:44 | -01:30 | -01:29 | 03:34 | 05:26 | 11:26 | 06:55 | 05:07 |
 | Wind Lace | 127 | 70.17% | 88.1 | 50.39% | +2.24% | +8.99% | +12.11% | 0.21% | 08:30 | -01:30 | -01:29 | 05:00 | 16:20 | 40:41 | 17:49 | 13:11 |
 | Aghanim's Shard | 162 | 89.50% | 85.7 | 48.77% | -9.12% | +2.45% | -3.77% | -0.77% | 21:32 | 15:00 | 16:30 | 20:46 | 24:34 | 42:51 | 08:04 | 05:58 |
 | Arcane Boots | 78 | 43.09% | 83.3 | 52.56% | +4.99% | +22.44% | +10.60% | -0.72% | 15:44 | 04:46 | 08:16 | 10:59 | 24:47 | 42:51 | 16:31 | 12:14 |
 | Magic Wand | 70 | 38.67% | 81.0 | 52.86% | +5.11% | +2.70% | +5.96% | 0.26% | 12:19 | 02:14 | 05:26 | 09:43 | 18:01 | 44:57 | 12:35 | 09:19 |
 | Fluffy Hat | 59 | 32.60% | 78.6 | 52.54% | +4.18% | +7.46% | -19.21% | -2.47% | 29:13 | 08:44 | 23:25 | 28:50 | 34:12 | 50:36 | 10:47 | 07:59 |
 | Force Staff | 48 | 26.52% | 76.2 | 54.17% | +6.05% | +12.50% | -12.50% | -2.04% | 33:27 | 19:26 | 27:49 | 32:17 | 40:04 | 50:36 | 12:15 | 09:04 |
 | Eul's Scepter of Divinity | 11 | 6.08% | 73.8 | 72.73% | +24.49% | -39.40% | -6.06% | 4.08% | 30:25 | 18:13 | 23:47 | 30:25 | 31:57 | 56:31 | 08:10 | 06:02 |
 | Tranquil Boots | 80 | 44.20% | 71.4 | 48.75% | -1.75% | +1.25% | +1.25% | 0.00% | 14:37 | 03:17 | 07:00 | 09:35 | 17:25 | 48:08 | 10:25 | 07:42 |
 | Ring of Health | 6 | 3.31% | 69.0 | 83.33% | +34.76% | +16.67% | +16.67% | 0.00% | 36:58 | 30:20 | 34:51 | 36:34 | 40:24 | 42:32 | 05:33 | 04:06 |
 | Black King Bar | 14 | 7.73% | 66.7 | 57.14% | +8.04% | +17.86% | -23.81% | -2.14% | 39:21 | 20:00 | 25:33 | 33:28 | 45:04 | 1:34:33 | 19:31 | 14:27 |
 | Ring of Protection | 22 | 12.15% | 64.3 | 50.00% | +0.31% | 0.00% | +10.00% | 1.19% | 05:51 | -01:29 | 01:12 | 03:50 | 09:38 | 17:34 | 08:26 | 06:14 |
 | Aeon Disk | 12 | 6.63% | 61.9 | 58.33% | +9.22% | +41.67% | -25.00% | -6.34% | 43:04 | 32:41 | 36:41 | 40:13 | 47:12 | 1:05:04 | 10:31 | 07:47 |
 | Octarine Core | 12 | 6.63% | 59.5 | 58.33% | +9.22% | +41.67% | -58.33% | -11.15% | 42:39 | 30:00 | 37:28 | 39:55 | 46:26 | 55:14 | 08:58 | 06:38 |
 | Ring of Basilius | 20 | 11.05% | 57.1 | 50.00% | +0.31% | +30.00% | -30.00% | -9.42% | 08:19 | -01:29 | 02:13 | 06:03 | 08:35 | 36:35 | 06:22 | 04:42 |
 | Shadow Blade | 20 | 11.05% | 54.8 | 45.00% | -5.31% | -5.00% | -5.00% | 0.00% | 38:31 | 28:31 | 30:51 | 36:05 | 43:48 | 1:15:15 | 12:57 | 09:35 |
 | Soul Ring | 20 | 11.05% | 52.4 | 45.00% | -5.31% | +15.00% | +15.00% | 0.00% | 08:09 | 02:20 | 03:41 | 07:54 | 10:41 | 17:34 | 07:00 | 05:11 |
 | Quelling Blade | 21 | 11.60% | 50.0 | 38.10% | -13.15% | -38.10% | +1.90% | 5.15% | 03:23 | -01:30 | -01:29 | -01:27 | 09:15 | 18:18 | 10:44 | 07:57 |
 | Ghost Scepter | 9 | 4.97% | 47.6 | 44.44% | -5.56% | -44.44% | +5.56% | 0.00% | 37:00 | 28:47 | 29:51 | 34:37 | 40:08 | 49:28 | 10:17 | 07:37 |
 | Phase Boots | 3 | 1.66% | 45.2 | 66.67% | +17.23% | +33.33% | 0.00% | 0.00% | 11:10 | 08:31 | 08:31 | 10:42 | 14:18 | 14:18 | 05:47 | 04:17 |
 | Bracer | 3 | 1.66% | 42.9 | 66.67% | +17.23% | +33.33% | 0.00% | 0.00% | 00:00 | -01:29 | -01:29 | -01:29 | 02:57 | 02:57 | 04:26 | 03:17 |
 | Refresher Orb | 3 | 1.66% | 40.5 | 66.67% | +17.23% | -66.67% | 0.00% | 0.00% | 42:24 | 39:53 | 39:53 | 40:43 | 46:36 | 46:36 | 06:43 | 04:58 |
 | Chainmail | 3 | 1.66% | 38.1 | 66.67% | +17.23% | -66.67% | 0.00% | 0.00% | 05:47 | 02:19 | 02:19 | 07:08 | 07:55 | 07:55 | 05:36 | 04:08 |
 | Buckler | 1 | 0.55% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.55% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.55% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.55% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Power Treads | 5 | 2.76% | 26.2 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 13:56 | 05:39 | 05:39 | 07:33 | 14:52 | 34:05 | 09:13 | 06:49 |
 | Crown | 2 | 1.10% | 23.8 | 50.00% | +0.28% | +50.00% | 0.00% | 0.00% | 35:20 | 31:38 | 31:38 | 39:02 | 39:02 | 39:02 | 07:24 | 05:28 |
 | Veil of Discord | 2 | 1.10% | 21.4 | 50.00% | +0.28% | +50.00% | 0.00% | 0.00% | 35:20 | 31:38 | 31:38 | 39:02 | 39:02 | 39:02 | 07:24 | 05:28 |
 | Glimmer Cape | 3 | 1.66% | 19.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 35:11 | 30:38 | 30:38 | 32:54 | 42:01 | 42:01 | 11:23 | 08:25 |
 | Bottle | 1 | 0.55% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 00:00 | 00:00 |
 | Desolator | 1 | 0.55% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.55% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 1:33:01 | 00:00 | 00:00 |
 | Sange | 1 | 0.55% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.10% | 7.1 | 0.00% | -50.28% | 0.00% | 0.00% | 0.00% | 22:29 | 17:07 | 17:07 | 27:51 | 27:51 | 27:51 | 10:44 | 07:57 |
 | Falcon Blade | 1 | 0.55% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.55% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |