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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 | |
 | Void Stone | 36 | 36.00% | 100.0 | 77.78% | +34.03% | +11.11% | -22.22% | -3.94% | 37:21 | 23:31 | 32:03 | 37:36 | 40:31 | 55:33 | 08:28 | 06:16 |
 | Refresher Orb | 32 | 32.00% | 98.3 | 75.00% | +27.94% | 0.00% | -25.00% | -2.95% | 38:19 | 27:43 | 32:09 | 37:53 | 40:37 | 55:41 | 08:28 | 06:16 |
 | Ring of Health | 53 | 53.00% | 96.7 | 69.81% | +29.38% | -8.27% | -0.58% | 0.28% | 26:06 | 02:47 | 10:01 | 30:34 | 37:57 | 55:33 | 27:56 | 20:41 |
 | Shiva's Guard | 53 | 53.00% | 95.0 | 66.04% | +21.36% | +3.19% | -12.19% | -3.99% | 27:38 | 17:19 | 25:39 | 27:49 | 29:30 | 36:19 | 03:51 | 02:51 |
 | Black King Bar | 86 | 86.00% | 93.3 | 56.98% | +6.98% | +11.20% | -4.60% | -3.21% | 19:03 | 12:01 | 15:52 | 18:07 | 20:47 | 40:22 | 04:55 | 03:38 |
 | Boots of Speed | 100 | 100.00% | 91.7 | 56.00% | +56.00% | +4.00% | 0.00% | -2.24% | 03:00 | -01:29 | 02:15 | 03:00 | 04:02 | 07:08 | 01:47 | 01:19 |
 | Chainmail | 96 | 96.00% | 90.0 | 56.25% | +6.25% | +2.08% | +2.08% | 0.00% | 05:17 | 01:42 | 04:04 | 05:01 | 06:07 | 13:44 | 02:03 | 01:31 |
 | Magic Wand | 77 | 77.00% | 88.3 | 57.14% | +4.97% | +0.75% | +0.75% | 0.00% | 07:56 | 02:17 | 04:44 | 07:07 | 10:32 | 16:31 | 05:48 | 04:17 |
 | Magic Stick | 85 | 85.00% | 86.7 | 56.47% | +3.14% | -4.09% | -13.61% | -1.93% | 03:44 | -01:29 | 01:05 | 03:08 | 06:01 | 16:06 | 04:56 | 03:39 |
 | Phase Boots | 92 | 92.00% | 85.0 | 54.35% | -20.65% | +10.87% | -10.87% | -12.19% | 06:36 | 03:48 | 05:36 | 06:13 | 07:23 | 10:32 | 01:47 | 01:19 |
 | Ring of Protection | 40 | 40.00% | 83.3 | 60.00% | +6.67% | -10.00% | 0.00% | 2.50% | 05:30 | -01:29 | -01:29 | -01:28 | 05:29 | 39:40 | 06:58 | 05:09 |
 | Quelling Blade | 93 | 93.00% | 81.7 | 53.76% | -31.95% | -1.59% | -1.59% | 0.00% | -01:10 | -01:30 | -01:29 | -01:29 | -01:29 | 18:14 | 00:00 | 00:00 |
 | Blink Dagger | 85 | 85.00% | 80.0 | 54.12% | -12.55% | +3.02% | -16.02% | -2.37% | 17:19 | 09:48 | 12:38 | 16:21 | 20:40 | 45:56 | 08:02 | 05:57 |
 | Hand of Midas | 31 | 31.00% | 78.3 | 61.29% | +7.67% | +1.21% | -11.29% | -9.26% | 10:31 | 07:38 | 09:47 | 10:16 | 11:08 | 13:13 | 01:21 | 01:00 |
 | Bracer | 40 | 40.00% | 76.7 | 57.50% | +2.50% | +22.50% | -7.50% | -15.79% | 02:52 | -01:29 | 01:46 | 02:23 | 03:40 | 08:09 | 01:54 | 01:24 |
 | Bottle | 22 | 22.00% | 75.0 | 63.64% | +9.79% | +3.03% | -3.64% | -6.67% | 01:59 | 01:04 | 01:30 | 01:37 | 02:06 | 04:16 | 00:36 | 00:26 |
 | Wind Lace | 49 | 49.00% | 73.3 | 55.10% | -1.76% | -13.43% | +3.23% | 4.83% | 06:18 | -01:30 | 04:20 | 06:06 | 07:47 | 30:11 | 03:27 | 02:33 |
 | Shadow Blade | 4 | 4.00% | 71.7 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 25:44 | 23:10 | 23:10 | 23:45 | 24:44 | 31:16 | 01:34 | 01:09 |
 | Aghanim's Shard | 29 | 29.00% | 70.0 | 55.17% | -1.17% | +1.97% | +30.54% | 3.11% | 29:25 | 20:18 | 23:48 | 28:47 | 32:59 | 46:06 | 09:11 | 06:48 |
 | Tranquil Boots | 6 | 6.00% | 68.3 | 83.33% | +29.07% | +16.67% | +16.67% | 0.00% | 06:17 | 03:13 | 04:53 | 06:30 | 07:29 | 08:21 | 02:36 | 01:55 |
 | Arcane Blink | 6 | 6.00% | 66.7 | 83.33% | +29.07% | +16.67% | +16.67% | 0.00% | 37:23 | 24:18 | 31:35 | 33:22 | 45:09 | 46:17 | 13:34 | 10:02 |
 | Assault Cuirass | 6 | 6.00% | 65.0 | 83.33% | +29.07% | +16.67% | +16.67% | 0.00% | 35:51 | 27:52 | 35:24 | 36:30 | 37:51 | 40:27 | 02:27 | 01:48 |
 | Solar Crest | 10 | 10.00% | 63.3 | 70.00% | +15.56% | -36.67% | +30.00% | 4.20% | 21:23 | 10:13 | 13:52 | 18:06 | 29:44 | 33:53 | 15:52 | 11:45 |
 | Medallion of Courage | 10 | 10.00% | 61.7 | 70.00% | +15.56% | -36.67% | +30.00% | 3.61% | 17:28 | 06:52 | 11:06 | 13:18 | 29:33 | 33:52 | 18:27 | 13:40 |
 | Blight Stone | 10 | 10.00% | 60.0 | 70.00% | +15.56% | -3.33% | +30.00% | 1.75% | 17:19 | 06:52 | 10:29 | 13:18 | 29:33 | 33:52 | 19:04 | 14:07 |
 | Crown | 10 | 10.00% | 58.3 | 70.00% | +15.56% | -3.33% | +30.00% | 1.89% | 20:09 | 08:17 | 11:55 | 17:48 | 29:34 | 33:52 | 17:39 | 13:04 |
 | Soul Ring | 13 | 13.00% | 56.7 | 61.54% | +6.37% | +5.13% | -28.21% | -8.23% | 06:50 | 02:41 | 04:01 | 07:16 | 08:04 | 11:40 | 04:03 | 03:00 |
 | Hood of Defiance | 16 | 16.00% | 55.0 | 56.25% | +0.30% | -6.25% | -6.25% | 0.00% | 12:22 | 07:38 | 09:29 | 11:15 | 13:02 | 19:37 | 03:33 | 02:37 |
 | Linken's Sphere | 3 | 3.00% | 53.3 | 100.00% | +45.36% | 0.00% | 0.00% | 0.00% | 36:05 | 31:12 | 31:12 | 36:00 | 41:02 | 41:02 | 09:50 | 07:17 |
 | Buckler | 7 | 7.00% | 51.7 | 71.43% | +16.59% | +28.57% | -21.43% | -24.79% | 34:58 | 27:20 | 33:46 | 34:43 | 35:47 | 39:40 | 02:01 | 01:29 |
 | Drum of Endurance | 19 | 19.00% | 50.0 | 52.63% | -4.16% | +27.37% | +7.37% | -11.43% | 10:48 | 08:42 | 09:00 | 09:59 | 10:45 | 24:35 | 01:45 | 01:17 |
 | Kaya | 5 | 5.00% | 48.3 | 80.00% | +25.26% | +20.00% | -80.00% | 0.00% | 27:10 | 22:19 | 22:19 | 28:23 | 30:55 | 31:35 | 08:36 | 06:22 |
 | Kaya and Sange | 5 | 5.00% | 46.7 | 80.00% | +25.26% | +20.00% | -80.00% | 0.00% | 27:27 | 22:34 | 22:34 | 28:45 | 30:55 | 31:43 | 08:21 | 06:11 |
 | Sange | 12 | 12.00% | 45.0 | 58.33% | +2.65% | +41.67% | -25.00% | -7.97% | 25:01 | 16:42 | 19:30 | 26:29 | 27:52 | 30:55 | 08:22 | 06:11 |
 | Headdress | 6 | 6.00% | 43.3 | 66.67% | +11.35% | -16.67% | +33.33% | 0.00% | 14:10 | 09:09 | 09:38 | 15:00 | 16:43 | 19:28 | 07:05 | 05:14 |
 | Aghanim's Scepter | 9 | 9.00% | 41.7 | 55.56% | -0.48% | -55.56% | +44.44% | 15.38% | 28:29 | 13:21 | 25:25 | 30:04 | 31:55 | 37:30 | 06:30 | 04:48 |
 | Aeon Disk | 4 | 4.00% | 40.0 | 75.00% | +19.79% | +25.00% | +25.00% | 0.00% | 35:31 | 23:34 | 23:34 | 37:14 | 37:59 | 43:15 | 14:25 | 10:40 |
 | Vanguard | 4 | 4.00% | 38.3 | 75.00% | +19.79% | +25.00% | -75.00% | 0.00% | 09:15 | 06:29 | 06:29 | 09:16 | 09:57 | 11:19 | 03:28 | 02:34 |
 | Pipe of Insight | 4 | 4.00% | 36.7 | 75.00% | +19.79% | -75.00% | +25.00% | 0.00% | 17:20 | 15:14 | 15:14 | 15:29 | 18:51 | 19:47 | 03:37 | 02:40 |
 | Orb of Venom | 2 | 2.00% | 35.0 | 100.00% | +44.90% | 0.00% | 0.00% | 0.00% | 04:33 | 03:15 | 03:15 | 05:50 | 05:50 | 05:50 | 02:35 | 01:54 |
 | Heart of Tarrasque | 2 | 2.00% | 33.3 | 100.00% | +44.90% | 0.00% | 0.00% | 0.00% | 47:28 | 44:08 | 44:08 | 50:48 | 50:48 | 50:48 | 06:40 | 04:56 |
 | Heaven's Halberd | 6 | 6.00% | 31.7 | 50.00% | -6.38% | +50.00% | -50.00% | 0.00% | 27:09 | 18:20 | 26:39 | 26:43 | 28:36 | 35:20 | 01:57 | 01:26 |
 | Blade Mail | 1 | 1.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:42 | 17:42 | 17:42 | 17:42 | 17:42 | 17:42 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.00% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.00% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.00% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.00% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.00% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 2.00% | 16.7 | 50.00% | -6.12% | -50.00% | 0.00% | 0.00% | 09:49 | 09:35 | 09:35 | 10:03 | 10:03 | 10:03 | 00:28 | 00:20 |
 | Eternal Shroud | 2 | 2.00% | 15.0 | 50.00% | -6.12% | -50.00% | 0.00% | 0.00% | 26:03 | 21:54 | 21:54 | 30:11 | 30:11 | 30:11 | 08:17 | 06:08 |
 | Mekansm | 2 | 2.00% | 13.3 | 50.00% | -6.12% | +50.00% | 0.00% | 0.00% | 12:32 | 12:31 | 12:31 | 12:32 | 12:32 | 12:32 | 00:01 | 00:00 |
 | Spirit Vessel | 1 | 1.00% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.00% | 1.7 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 29:17 | 19:40 | 19:40 | 38:53 | 38:53 | 38:53 | 19:13 | 14:14 |