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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 | |
 | Aether Lens | 7 | 5.38% | 100.0 | 100.00% | +49.59% | 0.00% | 0.00% | 0.00% | 31:03 | 24:36 | 27:00 | 27:35 | 30:31 | 42:47 | 03:31 | 02:36 |
 | Bloodstone | 44 | 33.85% | 98.2 | 68.18% | +22.83% | +31.82% | -4.54% | -4.60% | 27:10 | 16:01 | 23:07 | 25:44 | 31:01 | 41:36 | 07:54 | 05:51 |
 | Shiva's Guard | 20 | 15.38% | 96.4 | 70.00% | +20.00% | -10.00% | +10.00% | 3.02% | 34:50 | 25:33 | 31:30 | 33:38 | 38:07 | 45:21 | 06:37 | 04:54 |
 | Octarine Core | 5 | 3.85% | 94.5 | 100.00% | +48.80% | 0.00% | 0.00% | 0.00% | 34:58 | 28:45 | 28:45 | 33:00 | 37:23 | 42:48 | 08:38 | 06:23 |
 | Arcane Boots | 41 | 31.54% | 92.7 | 60.98% | +11.54% | -20.98% | +19.02% | 11.94% | 09:26 | 04:23 | 06:34 | 08:36 | 09:55 | 26:54 | 03:21 | 02:28 |
 | Boots of Speed | 130 | 100.00% | 90.9 | 53.08% | +53.08% | -1.56% | -9.33% | -4.36% | 04:28 | 01:08 | 03:33 | 04:20 | 05:20 | 08:59 | 01:47 | 01:19 |
 | Magic Stick | 118 | 90.77% | 89.1 | 53.39% | +3.39% | +13.28% | -8.56% | -6.72% | 04:14 | -01:29 | 02:22 | 03:38 | 05:37 | 15:21 | 03:15 | 02:24 |
 | Magic Wand | 117 | 90.00% | 87.3 | 52.99% | -0.86% | -1.27% | -15.06% | -4.81% | 06:16 | -01:29 | 04:36 | 05:47 | 07:28 | 15:38 | 02:52 | 02:07 |
 | Bottle | 101 | 77.69% | 85.5 | 53.47% | +1.75% | +22.53% | -13.47% | -36.00% | 01:55 | 00:16 | 01:23 | 01:40 | 01:59 | 09:34 | 00:36 | 00:26 |
 | Kaya | 99 | 76.15% | 83.6 | 53.54% | +1.93% | +14.46% | -13.54% | -3.03% | 22:34 | 09:50 | 18:11 | 21:54 | 27:26 | 41:30 | 09:15 | 06:51 |
 | Sange | 46 | 35.38% | 81.8 | 58.70% | +8.70% | +7.97% | -13.25% | -2.22% | 25:43 | 12:43 | 20:39 | 26:29 | 30:12 | 41:29 | 09:33 | 07:04 |
 | Null Talisman | 104 | 80.00% | 80.0 | 52.88% | -0.97% | +8.66% | -2.88% | -5.68% | 04:08 | -00:10 | 03:08 | 03:43 | 05:10 | 09:59 | 02:02 | 01:30 |
 | Void Stone | 102 | 78.46% | 78.2 | 52.94% | -0.63% | +0.91% | +3.06% | 0.44% | 12:41 | 05:28 | 08:58 | 11:32 | 13:53 | 51:09 | 04:55 | 03:38 |
 | Wind Lace | 117 | 90.00% | 76.4 | 52.14% | -9.40% | +9.93% | -3.86% | -3.88% | 09:27 | -01:29 | 06:04 | 07:32 | 09:37 | 37:11 | 03:33 | 02:37 |
 | Mekansm | 23 | 17.69% | 74.5 | 65.22% | +14.75% | +18.11% | -15.22% | -9.22% | 16:02 | 10:07 | 13:27 | 16:05 | 17:04 | 32:27 | 03:37 | 02:40 |
 | Eul's Scepter of Divinity | 99 | 76.15% | 72.7 | 52.53% | -2.31% | +15.47% | +3.47% | -3.85% | 14:06 | 09:32 | 11:36 | 12:35 | 14:43 | 51:18 | 03:07 | 02:18 |
 | Kaya and Sange | 40 | 30.77% | 70.9 | 57.50% | +6.39% | +12.50% | -17.50% | -3.72% | 26:56 | 13:17 | 22:25 | 27:53 | 30:29 | 41:30 | 08:04 | 05:58 |
 | Buckler | 18 | 13.85% | 69.1 | 66.67% | +15.78% | -6.67% | -16.67% | -2.26% | 20:43 | 12:31 | 17:41 | 18:58 | 22:06 | 36:30 | 04:25 | 03:16 |
 | Guardian Greaves | 18 | 13.85% | 67.3 | 66.67% | +15.78% | -6.67% | +8.33% | 2.90% | 22:13 | 13:29 | 19:00 | 19:53 | 24:10 | 36:50 | 05:10 | 03:49 |
 | Chainmail | 24 | 18.46% | 65.5 | 62.50% | +11.56% | +4.17% | -29.17% | -10.26% | 14:13 | 07:38 | 11:46 | 14:24 | 15:01 | 32:27 | 03:15 | 02:24 |
 | Headdress | 24 | 18.46% | 63.6 | 62.50% | +11.56% | +20.83% | -12.50% | -8.30% | 13:18 | 06:21 | 10:35 | 12:13 | 14:36 | 32:27 | 04:01 | 02:58 |
 | Blink Dagger | 23 | 17.69% | 61.8 | 60.87% | +9.47% | +22.46% | -44.20% | -6.80% | 30:28 | 19:37 | 23:55 | 31:54 | 33:43 | 48:48 | 09:48 | 07:15 |
 | Aeon Disk | 11 | 8.46% | 60.0 | 72.73% | +21.47% | +27.27% | -6.06% | -2.25% | 34:57 | 19:00 | 26:09 | 38:09 | 40:58 | 45:41 | 14:49 | 10:58 |
 | Ring of Health | 45 | 34.62% | 58.2 | 53.33% | +0.39% | -7.88% | +10.31% | 3.72% | 15:27 | 04:08 | 11:32 | 13:47 | 16:25 | 38:31 | 04:53 | 03:37 |
 | Black King Bar | 58 | 44.62% | 56.4 | 50.00% | -5.56% | -3.33% | +14.29% | 2.63% | 26:30 | 16:55 | 22:16 | 25:14 | 28:58 | 44:17 | 06:42 | 04:57 |
 | Ring of Protection | 20 | 15.38% | 54.5 | 60.00% | +8.18% | 0.00% | -20.00% | -3.92% | 19:51 | 03:57 | 17:00 | 18:57 | 22:06 | 36:30 | 05:06 | 03:46 |
 | Hood of Defiance | 43 | 33.08% | 52.7 | 51.16% | -2.86% | -5.71% | -5.71% | 0.00% | 15:02 | 06:57 | 11:50 | 13:58 | 16:13 | 31:58 | 04:23 | 03:14 |
 | Eternal Shroud | 22 | 16.92% | 50.9 | 54.55% | +1.77% | -4.55% | +5.45% | 1.22% | 22:14 | 12:01 | 17:51 | 22:36 | 26:02 | 37:12 | 08:11 | 06:03 |
 | Scythe of Vyse | 5 | 3.85% | 49.1 | 80.00% | +28.00% | +20.00% | +20.00% | 0.00% | 38:04 | 30:57 | 30:57 | 38:15 | 40:08 | 47:15 | 09:11 | 06:48 |
 | Aghanim's Shard | 27 | 20.77% | 47.3 | 44.44% | -10.90% | +26.99% | -15.87% | -5.66% | 33:04 | 21:04 | 28:14 | 30:53 | 35:48 | 48:51 | 07:34 | 05:36 |
 | Pipe of Insight | 6 | 4.62% | 45.5 | 66.67% | +14.25% | -16.67% | +33.33% | 0.00% | 19:41 | 15:23 | 18:10 | 18:22 | 21:23 | 24:00 | 03:13 | 02:22 |
 | Heart of Tarrasque | 2 | 1.54% | 43.6 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 37:01 | 31:31 | 31:31 | 42:30 | 42:30 | 42:30 | 10:59 | 08:08 |
 | Bracer | 8 | 6.15% | 41.8 | 50.00% | -3.28% | 0.00% | 0.00% | 0.00% | 04:28 | 01:47 | 02:29 | 04:03 | 06:10 | 07:21 | 03:41 | 02:43 |
 | Fluffy Hat | 6 | 4.62% | 40.0 | 50.00% | -3.23% | 0.00% | -50.00% | 0.00% | 07:38 | -01:20 | 03:05 | 06:15 | 13:09 | 17:04 | 10:04 | 07:27 |
 | Ghost Scepter | 10 | 7.69% | 38.2 | 40.00% | -14.17% | -6.67% | -40.00% | 0.00% | 26:52 | 16:20 | 22:26 | 25:26 | 30:48 | 40:59 | 08:22 | 06:11 |
 | Orb of Venom | 1 | 0.77% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.77% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.77% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.77% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.77% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.77% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.77% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.54% | 23.6 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 37:58 | 25:16 | 25:16 | 50:39 | 50:39 | 50:39 | 25:23 | 18:48 |
 | Force Staff | 2 | 1.54% | 21.8 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 16:31 | 16:12 | 16:12 | 16:50 | 16:50 | 16:50 | 00:38 | 00:28 |
 | Lotus Orb | 2 | 1.54% | 20.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 25:07 | 24:21 | 24:21 | 25:52 | 25:52 | 25:52 | 01:31 | 01:07 |
 | Blight Stone | 3 | 2.31% | 18.2 | 33.33% | -20.21% | -33.33% | 0.00% | 0.00% | 23:01 | 14:27 | 14:27 | 21:44 | 32:52 | 32:52 | 18:25 | 13:38 |
 | Medallion of Courage | 3 | 2.31% | 16.4 | 33.33% | -20.21% | -33.33% | 0.00% | 0.00% | 23:29 | 14:27 | 14:27 | 21:44 | 34:17 | 34:17 | 19:50 | 14:41 |
 | Quelling Blade | 3 | 2.31% | 14.5 | 33.33% | -20.21% | -33.33% | 0.00% | 0.00% | 08:32 | 05:49 | 05:49 | 05:50 | 13:56 | 13:56 | 08:07 | 06:00 |
 | Solar Crest | 3 | 2.31% | 12.7 | 33.33% | -20.21% | -33.33% | 0.00% | 0.00% | 26:44 | 21:48 | 21:48 | 24:06 | 34:17 | 34:17 | 12:29 | 09:14 |
 | Crown | 4 | 3.08% | 10.9 | 25.00% | -28.97% | -25.00% | +75.00% | 0.00% | 23:00 | 17:59 | 17:59 | 18:53 | 21:44 | 33:24 | 03:45 | 02:46 |
 | Urn of Shadows | 1 | 0.77% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.77% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.54% | 5.5 | 0.00% | -53.91% | 0.00% | 0.00% | 0.00% | 15:58 | 12:08 | 12:08 | 19:47 | 19:47 | 19:47 | 07:39 | 05:40 |
 | Heaven's Halberd | 2 | 1.54% | 3.6 | 0.00% | -53.91% | 0.00% | 0.00% | 0.00% | 37:53 | 36:49 | 36:49 | 38:57 | 38:57 | 38:57 | 02:08 | 01:34 |
 | Rod of Atos | 1 | 0.77% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |