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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 | |
 | Ring of Health | 21 | 29.17% | 100.0 | 71.43% | +22.41% | +28.57% | +8.57% | -1.72% | 39:10 | 26:01 | 31:57 | 38:16 | 43:33 | 54:07 | 11:36 | 08:35 |
 | Refresher Orb | 20 | 27.78% | 97.5 | 70.00% | +20.00% | +30.00% | +10.00% | -1.89% | 42:25 | 31:41 | 35:34 | 39:56 | 46:10 | 1:01:45 | 10:36 | 07:51 |
 | Octarine Core | 22 | 30.56% | 95.0 | 68.18% | +18.18% | -18.18% | -28.18% | -1.13% | 41:13 | 24:03 | 32:33 | 37:57 | 41:24 | 1:14:56 | 08:51 | 06:33 |
 | Ring of Basilius | 15 | 20.83% | 92.5 | 73.33% | +22.45% | +1.67% | +26.67% | 3.15% | 07:17 | -01:29 | 03:02 | 05:20 | 10:58 | 17:05 | 07:56 | 05:52 |
 | Magic Stick | 43 | 59.72% | 90.0 | 60.47% | +12.19% | -5.92% | +3.17% | 2.09% | 03:24 | -01:29 | -01:29 | 02:18 | 05:50 | 17:22 | 07:19 | 05:25 |
 | Aghanim's Shard | 69 | 95.83% | 87.5 | 56.52% | +23.19% | -21.23% | +37.60% | 16.81% | 18:25 | 15:00 | 15:26 | 16:44 | 18:56 | 34:57 | 03:30 | 02:35 |
 | Aghanim's Scepter | 57 | 79.17% | 85.0 | 57.89% | +11.22% | -0.75% | +6.40% | 1.13% | 28:20 | 15:59 | 25:01 | 27:30 | 31:20 | 44:46 | 06:19 | 04:40 |
 | Boots of Speed | 72 | 100.00% | 82.5 | 55.56% | +55.56% | 0.00% | +5.55% | 1.73% | 04:39 | -01:29 | 03:08 | 04:43 | 06:20 | 11:31 | 03:12 | 02:22 |
 | Arcane Boots | 71 | 98.61% | 80.0 | 54.93% | -45.07% | -4.93% | +11.74% | 3.53% | 09:47 | 04:31 | 07:06 | 08:31 | 11:49 | 21:41 | 04:43 | 03:29 |
 | Magic Wand | 37 | 51.39% | 77.5 | 59.46% | +8.03% | -15.02% | -3.90% | 1.24% | 09:34 | -00:50 | 05:26 | 08:40 | 14:24 | 26:41 | 08:58 | 06:38 |
 | Void Stone | 49 | 68.06% | 75.0 | 55.10% | -1.42% | -13.43% | +3.23% | 1.55% | 27:42 | 07:42 | 21:12 | 29:03 | 31:56 | 51:13 | 10:44 | 07:57 |
 | Aether Lens | 44 | 61.11% | 72.5 | 54.55% | -2.59% | -18.19% | +9.09% | 2.59% | 29:05 | 08:23 | 21:32 | 26:59 | 32:03 | 1:11:25 | 10:31 | 07:47 |
 | Ethereal Blade | 6 | 8.33% | 70.0 | 83.33% | +30.30% | +16.67% | +16.67% | 0.00% | 37:20 | 21:20 | 29:26 | 29:38 | 51:02 | 55:12 | 21:36 | 16:00 |
 | Ghost Scepter | 10 | 13.89% | 67.5 | 70.00% | +16.77% | -36.67% | +30.00% | 0.00% | 31:34 | 18:26 | 28:36 | 29:12 | 33:05 | 54:49 | 04:29 | 03:19 |
 | Kaya | 37 | 51.39% | 65.0 | 51.35% | -8.65% | -18.02% | +15.32% | 14.50% | 17:25 | 09:32 | 11:22 | 12:23 | 13:40 | 56:58 | 02:18 | 01:42 |
 | Null Talisman | 37 | 51.39% | 62.5 | 51.35% | -8.65% | -6.91% | +26.43% | 15.15% | 05:05 | 02:25 | 03:03 | 03:26 | 05:15 | 25:04 | 02:12 | 01:37 |
 | Bottle | 33 | 45.83% | 60.0 | 48.48% | -13.06% | -23.48% | +1.52% | 25.00% | 01:20 | 00:52 | 01:05 | 01:16 | 01:22 | 03:53 | 00:17 | 00:12 |
 | Black King Bar | 3 | 4.17% | 57.5 | 100.00% | +46.38% | 0.00% | 0.00% | 0.00% | 35:54 | 29:46 | 29:46 | 34:23 | 43:32 | 43:32 | 13:46 | 10:11 |
 | Blink Dagger | 16 | 22.22% | 55.0 | 56.25% | +0.89% | +18.75% | -31.25% | -2.80% | 35:00 | 14:39 | 24:53 | 34:24 | 42:46 | 52:55 | 17:53 | 13:14 |
 | Fluffy Hat | 17 | 23.61% | 52.5 | 52.94% | -3.42% | -27.94% | +22.06% | 2.64% | 25:23 | 10:00 | 14:40 | 26:42 | 33:35 | 39:17 | 18:55 | 14:00 |
 | Sange | 23 | 31.94% | 50.0 | 47.83% | -11.35% | +35.50% | -47.83% | -23.36% | 18:29 | 13:09 | 15:26 | 17:52 | 19:00 | 34:16 | 03:34 | 02:38 |
 | Kaya and Sange | 23 | 31.94% | 47.5 | 47.83% | -11.35% | +35.50% | -47.83% | -22.62% | 18:40 | 13:33 | 15:53 | 17:52 | 19:34 | 34:37 | 03:41 | 02:43 |
 | Force Staff | 11 | 15.28% | 45.0 | 54.55% | -1.19% | +12.12% | +12.12% | 0.00% | 30:24 | 17:40 | 22:19 | 30:52 | 34:41 | 47:53 | 12:22 | 09:09 |
 | Wind Lace | 8 | 11.11% | 42.5 | 50.00% | -6.25% | 0.00% | 0.00% | 0.00% | 16:08 | 03:39 | 04:43 | 07:21 | 21:12 | 42:25 | 16:29 | 12:12 |
 | Glimmer Cape | 1 | 1.39% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.39% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.39% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.39% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Crown | 1 | 1.39% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.39% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Headdress | 1 | 1.39% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.39% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.39% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.39% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 2.78% | 15.0 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 03:12 | 02:47 | 02:47 | 03:37 | 03:37 | 03:37 | 00:50 | 00:37 |
 | Aeon Disk | 2 | 2.78% | 12.5 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 51:19 | 43:46 | 43:46 | 58:51 | 58:51 | 58:51 | 15:05 | 11:10 |
 | Scythe of Vyse | 2 | 2.78% | 10.0 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 1:04:55 | 1:03:34 | 1:03:34 | 1:06:16 | 1:06:16 | 1:06:16 | 02:42 | 02:00 |
 | Tranquil Boots | 2 | 2.78% | 7.5 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 28:36 | 21:47 | 21:47 | 35:25 | 35:25 | 35:25 | 13:38 | 10:05 |
 | Soul Ring | 2 | 2.78% | 5.0 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 03:52 | 03:33 | 03:33 | 04:11 | 04:11 | 04:11 | 00:38 | 00:28 |
 | Eul's Scepter of Divinity | 1 | 1.39% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |