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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 | |
 | Overwhelming Blink | 8 | 16.00% | 100.0 | 87.50% | +39.88% | +12.50% | -37.50% | -5.28% | 48:07 | 39:11 | 42:36 | 45:34 | 52:04 | 57:34 | 09:28 | 07:00 |
 | Ring of Health | 19 | 38.00% | 98.2 | 68.42% | +23.26% | +11.58% | -28.42% | -3.29% | 30:51 | 04:44 | 22:20 | 26:39 | 34:30 | 1:14:08 | 12:10 | 09:00 |
 | Blink Dagger | 46 | 92.00% | 96.4 | 56.52% | +31.52% | +10.15% | -1.97% | -3.40% | 20:10 | 14:33 | 17:51 | 19:26 | 21:25 | 30:36 | 03:34 | 02:38 |
 | Void Stone | 24 | 48.00% | 94.5 | 62.50% | +16.35% | +4.17% | -12.50% | -1.20% | 30:27 | 13:42 | 23:40 | 26:56 | 37:32 | 58:13 | 13:52 | 10:16 |
 | Quelling Blade | 50 | 100.00% | 92.7 | 54.00% | +54.00% | -7.85% | -4.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 44 | 88.00% | 90.9 | 54.55% | +4.55% | -18.19% | 0.00% | 4.33% | 03:51 | -01:29 | 01:36 | 02:47 | 05:48 | 14:41 | 04:12 | 03:06 |
 | Boots of Speed | 49 | 98.00% | 89.1 | 53.06% | -46.94% | +5.27% | -19.73% | -11.63% | 04:45 | 01:25 | 03:44 | 04:49 | 05:53 | 07:45 | 02:09 | 01:35 |
 | Blight Stone | 47 | 94.00% | 87.3 | 53.19% | -13.48% | +5.14% | -3.19% | -3.82% | 04:18 | 01:41 | 02:37 | 03:14 | 04:48 | 10:43 | 02:11 | 01:37 |
 | Orb of Venom | 45 | 90.00% | 85.5 | 53.33% | -6.67% | +10.31% | +1.22% | -2.34% | 06:33 | 01:25 | 04:22 | 06:16 | 08:15 | 18:18 | 03:53 | 02:52 |
 | Magic Wand | 43 | 86.00% | 83.6 | 53.49% | -3.65% | -8.04% | +1.06% | 2.30% | 06:18 | -00:08 | 04:27 | 05:48 | 08:24 | 15:30 | 03:57 | 02:55 |
 | Fluffy Hat | 46 | 92.00% | 81.8 | 52.17% | -22.83% | +14.50% | -6.72% | -5.31% | 07:44 | 02:58 | 05:13 | 07:26 | 09:13 | 25:22 | 04:00 | 02:57 |
 | Aghanim's Scepter | 26 | 52.00% | 80.0 | 57.69% | +7.69% | -0.55% | +8.98% | 1.17% | 28:26 | 18:42 | 24:20 | 29:04 | 32:28 | 39:21 | 08:08 | 06:01 |
 | Orb of Corrosion | 44 | 88.00% | 78.2 | 52.27% | -14.40% | +20.46% | +2.28% | -5.07% | 07:51 | 03:29 | 05:36 | 07:53 | 09:11 | 18:53 | 03:35 | 02:39 |
 | Skull Basher | 33 | 66.00% | 76.4 | 54.55% | +1.61% | -4.55% | +7.95% | 1.33% | 32:27 | 23:31 | 26:44 | 31:33 | 36:08 | 47:13 | 09:24 | 06:57 |
 | Arcane Boots | 47 | 94.00% | 74.5 | 51.06% | -48.94% | +7.27% | -17.73% | -12.20% | 08:04 | 04:01 | 07:03 | 08:01 | 09:06 | 13:19 | 02:03 | 01:31 |
 | Ring of Protection | 8 | 16.00% | 72.7 | 75.00% | +25.00% | +25.00% | -25.00% | -3.01% | 12:02 | -01:30 | -01:28 | 12:58 | 18:06 | 23:46 | 19:34 | 14:29 |
 | Lotus Orb | 10 | 20.00% | 70.9 | 70.00% | +20.00% | -3.33% | +30.00% | 5.62% | 27:39 | 21:07 | 22:43 | 24:27 | 28:39 | 44:48 | 05:56 | 04:23 |
 | Diffusal Blade | 41 | 82.00% | 69.1 | 51.22% | -15.45% | -11.22% | -11.22% | 0.00% | 14:21 | 11:38 | 13:19 | 14:16 | 15:22 | 16:53 | 02:03 | 01:31 |
 | Bottle | 40 | 80.00% | 67.3 | 50.00% | -20.00% | +20.00% | -10.00% | -30.00% | 02:06 | 00:47 | 01:26 | 01:37 | 01:51 | 09:07 | 00:25 | 00:18 |
 | Black King Bar | 3 | 6.00% | 65.5 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 37:07 | 28:21 | 28:21 | 34:19 | 48:42 | 48:42 | 20:21 | 15:04 |
 | Aghanim's Shard | 43 | 86.00% | 63.6 | 46.51% | -53.49% | +8.04% | -19.24% | -4.04% | 23:55 | 16:10 | 19:20 | 22:40 | 26:05 | 44:35 | 06:45 | 05:00 |
 | Linken's Sphere | 7 | 14.00% | 61.8 | 71.43% | +20.27% | +28.57% | -21.43% | -6.38% | 40:45 | 26:16 | 30:57 | 37:58 | 38:47 | 1:17:30 | 07:50 | 05:48 |
 | Headdress | 6 | 12.00% | 60.0 | 66.67% | +14.40% | -16.67% | +33.33% | 0.00% | 12:03 | 07:54 | 09:25 | 09:29 | 14:21 | 16:46 | 04:56 | 03:39 |
 | Guardian Greaves | 6 | 12.00% | 58.2 | 66.67% | +14.40% | +33.33% | -66.67% | 0.00% | 19:02 | 15:44 | 16:50 | 17:24 | 21:34 | 24:07 | 04:44 | 03:30 |
 | Buckler | 6 | 12.00% | 56.4 | 66.67% | +14.40% | +33.33% | -66.67% | 0.00% | 17:35 | 12:58 | 12:59 | 16:51 | 20:50 | 23:46 | 07:51 | 05:48 |
 | Mekansm | 6 | 12.00% | 54.5 | 66.67% | +14.40% | +33.33% | +33.33% | 0.00% | 14:09 | 11:13 | 12:10 | 13:54 | 14:38 | 18:38 | 02:28 | 01:49 |
 | Chainmail | 6 | 12.00% | 52.7 | 66.67% | +14.40% | +33.33% | +33.33% | 0.00% | 13:14 | 09:48 | 10:33 | 12:20 | 14:21 | 18:01 | 03:48 | 02:48 |
 | Octarine Core | 6 | 12.00% | 50.9 | 50.00% | -4.55% | 0.00% | +50.00% | 0.00% | 43:51 | 37:40 | 39:17 | 39:46 | 46:51 | 58:13 | 07:34 | 05:36 |
 | Aether Lens | 6 | 12.00% | 49.1 | 50.00% | -4.55% | -50.00% | +50.00% | 0.00% | 43:29 | 37:11 | 38:31 | 39:17 | 46:24 | 58:13 | 07:53 | 05:50 |
 | Vanguard | 6 | 12.00% | 47.3 | 50.00% | -4.55% | 0.00% | -50.00% | 0.00% | 40:44 | 10:24 | 10:29 | 40:28 | 1:06:36 | 1:14:08 | 56:07 | 41:34 |
 | Eul's Scepter of Divinity | 3 | 6.00% | 45.5 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 27:41 | 24:49 | 24:49 | 26:56 | 31:19 | 31:19 | 06:30 | 04:48 |
 | Wind Lace | 3 | 6.00% | 43.6 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 25:46 | 21:06 | 21:06 | 25:41 | 30:31 | 30:31 | 09:25 | 06:58 |
 | Boots of Travel | 7 | 14.00% | 41.8 | 42.86% | -12.95% | +57.14% | +7.14% | -6.47% | 40:13 | 32:41 | 36:33 | 39:34 | 44:17 | 45:36 | 07:44 | 05:43 |
 | Maelstrom | 4 | 8.00% | 40.0 | 50.00% | -4.35% | +50.00% | +50.00% | 0.00% | 35:05 | 11:25 | 11:25 | 36:58 | 45:02 | 46:56 | 33:37 | 24:54 |
 | Javelin | 4 | 8.00% | 38.2 | 50.00% | -4.35% | +50.00% | +50.00% | 0.00% | 33:21 | 08:26 | 08:26 | 32:58 | 45:02 | 46:56 | 36:36 | 27:06 |
 | Force Staff | 4 | 8.00% | 36.4 | 50.00% | -4.35% | -50.00% | -50.00% | 0.00% | 25:32 | 17:59 | 17:59 | 23:34 | 27:25 | 33:08 | 09:26 | 06:59 |
 | Abyssal Blade | 4 | 8.00% | 34.5 | 50.00% | -4.35% | -50.00% | -50.00% | 0.00% | 56:07 | 40:31 | 40:31 | 42:27 | 1:07:16 | 1:14:14 | 26:45 | 19:48 |
 | Monkey King Bar | 1 | 2.00% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 1:04:03 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.00% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.00% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 00:00 | 00:00 |
 | Bracer | 1 | 2.00% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.00% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.00% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.00% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:54 | 1:09:54 | 1:09:54 | 1:09:54 | 1:09:54 | 1:09:54 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.00% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Sange | 5 | 10.00% | 16.4 | 40.00% | -15.56% | +60.00% | +60.00% | 0.00% | 31:35 | 24:04 | 24:04 | 29:02 | 32:38 | 43:15 | 08:34 | 06:20 |
 | Heaven's Halberd | 5 | 10.00% | 14.5 | 40.00% | -15.56% | +60.00% | +60.00% | 0.00% | 33:01 | 27:09 | 27:09 | 30:19 | 34:05 | 43:41 | 06:56 | 05:08 |
 | Aeon Disk | 6 | 12.00% | 12.7 | 33.33% | -23.49% | +66.67% | -33.33% | 0.00% | 43:03 | 32:18 | 35:44 | 39:12 | 45:20 | 1:04:54 | 09:36 | 07:06 |
 | Scythe of Vyse | 2 | 4.00% | 10.9 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 36:39 | 35:45 | 35:45 | 37:32 | 37:32 | 37:32 | 01:47 | 01:19 |
 | Shiva's Guard | 2 | 4.00% | 9.1 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 53:22 | 52:55 | 52:55 | 53:48 | 53:48 | 53:48 | 00:53 | 00:39 |
 | Aghanim's Blessing | 3 | 6.00% | 7.3 | 33.33% | -21.99% | -33.33% | 0.00% | 0.00% | 52:35 | 42:44 | 42:44 | 50:21 | 1:04:39 | 1:04:39 | 21:55 | 16:14 |
 | Crown | 1 | 2.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:39 | 54:39 | 54:39 | 54:39 | 54:39 | 54:39 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 00:00 | 00:00 |