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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 Blessing | 6 | 6.45% | 100.0 | 100.00% | +54.02% | 0.00% | 0.00% | 0.00% | 46:42 | 37:21 | 39:13 | 41:48 | 48:01 | 1:09:42 | 08:48 | 06:31 |
 | Boots of Travel 2 | 5 | 5.38% | 98.5 | 100.00% | +53.41% | 0.00% | 0.00% | 0.00% | 52:40 | 45:07 | 45:07 | 52:09 | 57:20 | 1:01:23 | 12:13 | 09:02 |
 | Octarine Core | 15 | 16.13% | 97.0 | 73.33% | +28.46% | +26.67% | -48.33% | -3.76% | 34:50 | 20:21 | 23:16 | 39:36 | 43:14 | 47:43 | 19:58 | 14:47 |
 | Blink Dagger | 71 | 76.34% | 95.5 | 54.93% | +23.11% | +11.74% | -16.04% | -2.87% | 23:58 | 14:34 | 17:53 | 23:15 | 27:34 | 38:31 | 09:41 | 07:10 |
 | Bottle | 85 | 91.40% | 93.9 | 51.76% | +26.76% | -4.14% | -4.14% | 0.00% | 01:35 | 00:09 | 01:17 | 01:34 | 01:49 | 03:52 | 00:32 | 00:23 |
 | Linken's Sphere | 34 | 36.56% | 92.4 | 58.82% | +14.75% | -3.26% | -21.32% | -1.95% | 29:00 | 20:11 | 24:22 | 28:29 | 33:37 | 43:11 | 09:15 | 06:51 |
 | Void Stone | 26 | 27.96% | 90.9 | 61.54% | +16.76% | -32.97% | -28.21% | 0.25% | 28:35 | 14:34 | 20:43 | 23:26 | 39:36 | 47:37 | 18:53 | 13:59 |
 | Blight Stone | 85 | 91.40% | 89.4 | 50.59% | +13.09% | +1.79% | +16.08% | 9.42% | 03:42 | 01:15 | 02:37 | 03:18 | 04:08 | 13:53 | 01:31 | 01:07 |
 | Cornucopia | 35 | 37.63% | 87.9 | 57.14% | +12.31% | -12.70% | -23.81% | -1.15% | 28:15 | 14:22 | 23:17 | 28:29 | 32:55 | 41:58 | 09:38 | 07:08 |
 | Boots of Speed | 93 | 100.00% | 86.4 | 49.46% | +49.46% | +7.06% | -1.63% | -4.57% | 05:56 | 01:19 | 05:00 | 06:09 | 06:54 | 09:52 | 01:54 | 01:24 |
 | Magic Stick | 91 | 97.85% | 84.8 | 49.45% | -0.55% | -1.62% | +7.07% | 5.01% | 03:16 | -01:29 | 02:16 | 02:55 | 04:00 | 13:49 | 01:44 | 01:17 |
 | Diffusal Blade | 91 | 97.85% | 83.3 | 49.45% | -0.55% | +15.77% | -1.62% | -9.75% | 13:22 | 10:22 | 12:25 | 13:12 | 14:12 | 16:48 | 01:47 | 01:19 |
 | Magic Wand | 91 | 97.85% | 81.8 | 49.45% | -0.55% | +7.07% | -1.62% | -4.27% | 05:23 | -01:29 | 03:54 | 05:03 | 05:56 | 15:22 | 02:02 | 01:30 |
 | Orb of Venom | 66 | 70.97% | 80.3 | 51.52% | +7.08% | -4.46% | -1.52% | 0.99% | 06:23 | 02:24 | 04:34 | 05:23 | 07:32 | 16:58 | 02:58 | 02:11 |
 | Fluffy Hat | 66 | 70.97% | 78.8 | 51.52% | +7.08% | +1.42% | -1.52% | -1.12% | 06:19 | 02:35 | 04:43 | 05:29 | 07:21 | 14:57 | 02:38 | 01:57 |
 | Orb of Corrosion | 66 | 70.97% | 77.3 | 51.52% | +7.08% | -4.46% | -1.52% | 0.94% | 07:05 | 03:27 | 05:10 | 06:10 | 08:17 | 17:27 | 03:07 | 02:18 |
 | Bracer | 23 | 24.73% | 75.8 | 60.87% | +15.16% | -10.87% | +5.80% | 6.45% | 05:18 | 00:40 | 04:09 | 04:44 | 06:44 | 09:25 | 02:35 | 01:54 |
 | Power Treads | 20 | 21.51% | 74.2 | 60.00% | +13.42% | +20.00% | -20.00% | -8.86% | 11:53 | 07:05 | 09:03 | 10:13 | 13:34 | 19:16 | 04:31 | 03:20 |
 | Aghanim's Scepter | 61 | 65.59% | 72.7 | 45.90% | -10.35% | +20.77% | +0.77% | -2.55% | 25:34 | 19:18 | 20:59 | 25:44 | 28:49 | 36:16 | 07:50 | 05:48 |
 | Quelling Blade | 15 | 16.13% | 71.2 | 60.00% | +12.56% | -35.00% | +15.00% | 0.00% | -00:21 | -01:29 | -01:29 | -01:29 | -01:29 | 15:31 | 00:00 | 00:00 |
 | Arcane Boots | 61 | 65.59% | 69.7 | 44.26% | -15.12% | +9.07% | +9.07% | 0.00% | 09:35 | 03:35 | 07:30 | 08:26 | 10:13 | 22:38 | 02:43 | 02:00 |
 | Aghanim's Shard | 46 | 49.46% | 68.2 | 45.65% | -7.54% | +29.35% | -27.47% | -4.68% | 29:06 | 15:49 | 22:07 | 27:54 | 34:15 | 48:57 | 12:08 | 08:59 |
 | Skull Basher | 38 | 40.86% | 66.7 | 44.74% | -7.99% | +15.26% | -0.30% | -2.00% | 34:31 | 20:57 | 30:16 | 34:11 | 38:02 | 48:22 | 07:46 | 05:45 |
 | Ring of Health | 25 | 26.88% | 65.2 | 48.00% | -2.00% | -31.33% | -14.67% | 0.63% | 29:30 | 02:29 | 18:35 | 26:20 | 44:52 | 54:14 | 26:17 | 19:28 |
 | Gleipnir | 2 | 2.15% | 63.6 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 51:39 | 51:09 | 51:09 | 52:09 | 52:09 | 52:09 | 01:00 | 00:44 |
 | Lotus Orb | 10 | 10.75% | 62.1 | 50.00% | +0.60% | -50.00% | +50.00% | 21.05% | 22:54 | 17:50 | 19:16 | 22:33 | 24:01 | 32:16 | 04:45 | 03:31 |
 | Javelin | 7 | 7.53% | 60.6 | 57.14% | +8.30% | -7.14% | +42.86% | 5.42% | 42:01 | 34:16 | 36:17 | 43:58 | 45:31 | 50:14 | 09:14 | 06:50 |
 | Abyssal Blade | 11 | 11.83% | 59.1 | 45.45% | -4.55% | +21.22% | +21.22% | 0.00% | 47:29 | 42:43 | 43:56 | 46:10 | 47:32 | 55:06 | 03:36 | 02:40 |
 | Yasha | 16 | 17.20% | 57.6 | 37.50% | -14.45% | +12.50% | -12.50% | -2.98% | 22:19 | 16:14 | 17:58 | 20:59 | 26:22 | 35:18 | 08:24 | 06:13 |
 | Manta Style | 16 | 17.20% | 56.1 | 37.50% | -14.45% | +12.50% | -37.50% | -7.30% | 25:24 | 18:43 | 21:43 | 22:52 | 28:34 | 37:48 | 06:51 | 05:04 |
 | Maelstrom | 6 | 6.45% | 54.5 | 50.00% | +0.57% | 0.00% | +50.00% | 5.66% | 41:50 | 36:17 | 36:41 | 38:15 | 45:31 | 50:14 | 08:50 | 06:32 |
 | Eye of Skadi | 3 | 3.23% | 53.0 | 66.67% | +17.78% | -66.67% | 0.00% | 0.00% | 40:44 | 34:50 | 34:50 | 41:21 | 46:00 | 46:00 | 11:10 | 08:16 |
 | Disperser | 3 | 3.23% | 51.5 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 52:13 | 47:57 | 47:57 | 53:50 | 54:53 | 54:53 | 06:56 | 05:08 |
 | Aeon Disk | 3 | 3.23% | 50.0 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 44:35 | 25:43 | 25:43 | 44:23 | 1:03:40 | 1:03:40 | 37:57 | 28:06 |
 | Wraith Band | 3 | 3.23% | 48.5 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 03:23 | 02:37 | 02:37 | 03:34 | 03:58 | 03:58 | 01:21 | 01:00 |
 | Vanguard | 12 | 12.90% | 47.0 | 33.33% | -18.52% | -33.33% | +33.34% | 14.24% | 40:13 | 07:32 | 42:41 | 44:52 | 47:22 | 54:14 | 04:41 | 03:28 |
 | Boots of Travel | 13 | 13.98% | 45.5 | 30.77% | -21.73% | -30.77% | -30.77% | 0.00% | 40:26 | 24:16 | 34:01 | 38:38 | 48:02 | 52:15 | 14:01 | 10:22 |
 | Black King Bar | 8 | 8.60% | 43.9 | 37.50% | -13.09% | +12.50% | +12.50% | 0.00% | 37:25 | 18:14 | 30:42 | 33:39 | 45:48 | 50:12 | 15:06 | 11:11 |
 | Headdress | 4 | 4.30% | 42.4 | 50.00% | +0.56% | +50.00% | -50.00% | 0.00% | 15:59 | 12:31 | 12:31 | 12:31 | 18:49 | 20:05 | 06:18 | 04:40 |
 | Arcane Blink | 1 | 1.08% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 00:00 | 00:00 |
 | Satanic | 1 | 1.08% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.08% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Desolator | 1 | 1.08% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.08% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.08% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.08% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 2.15% | 30.3 | 50.00% | +0.55% | +50.00% | 0.00% | 0.00% | 52:10 | 51:09 | 51:09 | 53:11 | 53:11 | 53:11 | 02:02 | 01:30 |
 | Heaven's Halberd | 2 | 2.15% | 28.8 | 50.00% | +0.55% | +50.00% | 0.00% | 0.00% | 26:34 | 23:32 | 23:32 | 29:36 | 29:36 | 29:36 | 06:04 | 04:29 |
 | Morbid Mask | 2 | 2.15% | 27.3 | 50.00% | +0.55% | +50.00% | 0.00% | 0.00% | 30:42 | 23:32 | 23:32 | 37:52 | 37:52 | 37:52 | 14:20 | 10:37 |
 | Eul's Scepter of Divinity | 2 | 2.15% | 25.8 | 50.00% | +0.55% | -50.00% | 0.00% | 0.00% | 45:09 | 20:40 | 20:40 | 1:09:38 | 1:09:38 | 1:09:38 | 48:58 | 36:16 |
 | Crown | 2 | 2.15% | 24.2 | 50.00% | +0.55% | +50.00% | 0.00% | 0.00% | 52:09 | 51:08 | 51:08 | 53:10 | 53:10 | 53:10 | 02:02 | 01:30 |
 | Wind Lace | 2 | 2.15% | 22.7 | 50.00% | +0.55% | -50.00% | 0.00% | 0.00% | 42:21 | 17:07 | 17:07 | 1:07:35 | 1:07:35 | 1:07:35 | 50:28 | 37:22 |
 | Ring of Protection | 3 | 3.23% | 21.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:28 | 15:55 | 15:55 | 18:50 | 29:38 | 29:38 | 13:43 | 10:09 |
 | Chainmail | 3 | 3.23% | 19.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 17:02 | 13:02 | 13:02 | 18:50 | 19:15 | 19:15 | 06:13 | 04:36 |
 | Mekansm | 3 | 3.23% | 18.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 18:04 | 14:07 | 14:07 | 18:50 | 21:16 | 21:16 | 07:09 | 05:17 |
 | Guardian Greaves | 3 | 3.23% | 16.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 22:52 | 17:30 | 17:30 | 21:07 | 29:58 | 29:58 | 12:28 | 09:14 |
 | Sange | 3 | 3.23% | 15.2 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 24:40 | 21:25 | 21:25 | 25:27 | 27:09 | 27:09 | 05:44 | 04:14 |
 | Buckler | 3 | 3.23% | 13.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:28 | 15:55 | 15:55 | 18:51 | 29:38 | 29:38 | 13:43 | 10:09 |
 | Overwhelming Blink | 4 | 4.30% | 12.1 | 25.00% | -25.56% | -25.00% | -25.00% | 0.00% | 46:15 | 34:49 | 34:49 | 45:22 | 50:12 | 54:37 | 15:23 | 11:23 |
 | Helm of Iron Will | 2 | 2.15% | 10.6 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 31:37 | 18:26 | 18:26 | 44:47 | 44:47 | 44:47 | 26:21 | 19:31 |
 | Orchid Malevolence | 1 | 1.08% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.08% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.08% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.08% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 2.15% | 3.0 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 40:09 | 39:50 | 39:50 | 40:27 | 40:27 | 40:27 | 00:37 | 00:27 |
 | Nullifier | 1 | 1.08% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |