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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 | |
 | Blink Dagger | 20 | 40.82% | 100.0 | 75.00% | +50.86% | -15.00% | -15.00% | 0.00% | 30:36 | 17:14 | 25:41 | 27:37 | 34:49 | 45:34 | 09:08 | 06:45 |
 | Ring of Protection | 9 | 18.37% | 96.8 | 77.78% | +40.28% | -27.78% | -27.78% | 0.00% | 08:16 | -01:29 | 02:58 | 10:54 | 11:11 | 13:57 | 08:13 | 06:05 |
 | Urn of Shadows | 9 | 18.37% | 93.5 | 77.78% | +40.28% | +22.22% | -27.78% | -10.24% | 11:37 | 07:18 | 07:53 | 11:44 | 12:46 | 15:21 | 04:53 | 03:37 |
 | Eul's Scepter of Divinity | 28 | 57.14% | 90.3 | 53.57% | +20.24% | +17.86% | +17.86% | 0.00% | 22:36 | 14:38 | 19:08 | 21:03 | 23:29 | 34:54 | 04:21 | 03:13 |
 | Wind Lace | 48 | 97.96% | 87.1 | 45.83% | +45.83% | -12.50% | +12.50% | 6.64% | 06:55 | -01:29 | 04:46 | 06:44 | 08:32 | 15:16 | 03:46 | 02:47 |
 | Void Stone | 35 | 71.43% | 83.9 | 48.57% | +12.86% | +6.99% | +18.10% | 1.35% | 18:34 | 09:48 | 12:58 | 16:14 | 21:12 | 44:37 | 08:14 | 06:05 |
 | Tranquil Boots | 46 | 93.88% | 80.6 | 45.65% | +12.32% | +12.68% | +17.99% | 1.15% | 10:23 | 03:07 | 07:25 | 09:51 | 12:02 | 28:40 | 04:37 | 03:25 |
 | Boots of Speed | 49 | 100.00% | 77.4 | 44.90% | +44.90% | +21.77% | -3.23% | -7.81% | 05:14 | -01:29 | 03:30 | 04:50 | 06:42 | 12:39 | 03:12 | 02:22 |
 | Magic Stick | 47 | 95.92% | 74.2 | 44.68% | -5.32% | +5.32% | -11.35% | -3.30% | 03:17 | -01:30 | -01:29 | 02:58 | 06:32 | 17:08 | 08:01 | 05:56 |
 | Magic Wand | 43 | 87.76% | 71.0 | 44.19% | -5.81% | -7.83% | -16.92% | -1.76% | 08:50 | 00:43 | 06:00 | 08:21 | 11:10 | 27:29 | 05:10 | 03:49 |
 | Crown | 8 | 16.33% | 67.7 | 62.50% | +21.04% | -12.50% | +37.50% | 7.08% | 13:20 | 07:44 | 08:02 | 13:30 | 15:06 | 18:21 | 07:04 | 05:14 |
 | Spirit Vessel | 4 | 8.16% | 64.5 | 75.00% | +32.78% | +25.00% | -75.00% | 0.00% | 24:27 | 18:26 | 18:26 | 22:56 | 25:26 | 30:59 | 07:00 | 05:11 |
 | Aghanim's Shard | 32 | 65.31% | 61.3 | 37.50% | -21.32% | 0.00% | +12.50% | 1.77% | 27:04 | 20:00 | 22:26 | 26:42 | 29:29 | 40:41 | 07:03 | 05:13 |
 | Chainmail | 2 | 4.08% | 58.1 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 14:20 | 13:31 | 13:31 | 15:08 | 15:08 | 15:08 | 01:37 | 01:11 |
 | Medallion of Courage | 2 | 4.08% | 54.8 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 15:17 | 15:04 | 15:04 | 15:30 | 15:30 | 15:30 | 00:26 | 00:19 |
 | Solar Crest | 2 | 4.08% | 51.6 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 20:14 | 18:28 | 18:28 | 22:00 | 22:00 | 22:00 | 03:32 | 02:37 |
 | Blight Stone | 2 | 4.08% | 48.4 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 15:17 | 15:04 | 15:04 | 15:30 | 15:30 | 15:30 | 00:26 | 00:19 |
 | Ring of Basilius | 8 | 16.33% | 45.2 | 50.00% | +6.10% | 0.00% | -50.00% | -20.55% | 03:54 | -01:29 | -01:28 | 02:45 | 03:54 | 11:53 | 05:22 | 03:58 |
 | Aether Lens | 12 | 24.49% | 41.9 | 41.67% | -4.28% | -8.34% | -8.34% | 0.00% | 29:59 | 14:18 | 18:48 | 26:13 | 40:20 | 44:58 | 21:32 | 15:57 |
 | Veil of Discord | 6 | 12.24% | 38.7 | 50.00% | +5.81% | 0.00% | +50.00% | 0.00% | 15:17 | 11:15 | 15:09 | 15:52 | 16:32 | 16:38 | 01:23 | 01:01 |
 | Fluffy Hat | 8 | 16.33% | 35.5 | 37.50% | -8.84% | +12.50% | +12.50% | 0.00% | 14:43 | 07:16 | 12:15 | 13:38 | 15:15 | 25:56 | 03:00 | 02:13 |
 | Headdress | 1 | 2.04% | 32.3 | 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 |
 | Aeon Disk | 1 | 2.04% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.04% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Octarine Core | 2 | 4.08% | 22.6 | 50.00% | +5.32% | -50.00% | 0.00% | 0.00% | 37:29 | 36:36 | 36:36 | 38:21 | 38:21 | 38:21 | 01:45 | 01:17 |
 | Glimmer Cape | 3 | 6.12% | 19.4 | 33.33% | -12.32% | -33.33% | 0.00% | 0.00% | 30:37 | 28:07 | 28:07 | 31:16 | 32:27 | 32:27 | 04:20 | 03:12 |
 | Null Talisman | 1 | 2.04% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:07 | 03:07 | 03:07 | 03:07 | 03:07 | 03:07 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.04% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.04% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 4.08% | 6.5 | 0.00% | -46.81% | 0.00% | 0.00% | 0.00% | 10:44 | 10:19 | 10:19 | 11:08 | 11:08 | 11:08 | 00:49 | 00:36 |
 | Aghanim's Scepter | 1 | 2.04% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |