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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 | |
 | Ring of Health | 54 | 35.29% | 100.0 | 64.81% | +23.40% | -21.95% | +19.81% | 2.02% | 24:09 | 04:45 | 11:19 | 26:35 | 31:59 | 55:11 | 20:40 | 15:18 |
 | Shiva's Guard | 44 | 28.76% | 98.4 | 65.91% | +22.79% | -11.36% | -2.27% | 1.40% | 31:37 | 19:50 | 28:06 | 31:08 | 34:35 | 47:18 | 06:29 | 04:48 |
 | Linken's Sphere | 9 | 5.88% | 96.7 | 88.89% | +41.67% | +11.11% | -38.89% | 0.00% | 33:52 | 22:55 | 29:11 | 32:54 | 36:52 | 45:08 | 07:41 | 05:41 |
 | Void Stone | 90 | 58.82% | 95.1 | 57.78% | +19.68% | -1.26% | +5.86% | 0.43% | 19:28 | 06:58 | 10:53 | 15:03 | 27:38 | 54:56 | 16:45 | 12:24 |
 | Fluffy Hat | 59 | 38.56% | 93.4 | 57.63% | +12.95% | +9.04% | -10.96% | -3.23% | 08:05 | 02:03 | 04:48 | 07:30 | 11:00 | 21:13 | 06:12 | 04:35 |
 | Arcane Boots | 10 | 6.54% | 91.8 | 80.00% | +32.45% | -13.33% | -30.00% | 0.00% | 18:31 | 07:50 | 09:58 | 15:27 | 26:24 | 31:19 | 16:26 | 12:10 |
 | Magic Wand | 140 | 91.50% | 90.2 | 50.71% | +12.25% | -2.14% | +6.43% | 2.03% | 07:12 | -01:29 | 04:50 | 06:56 | 09:03 | 25:39 | 04:13 | 03:07 |
 | Black King Bar | 93 | 60.78% | 88.5 | 52.69% | +7.69% | +16.88% | -4.86% | -3.70% | 22:01 | 14:26 | 18:25 | 20:48 | 24:18 | 41:58 | 05:53 | 04:21 |
 | Boots of Speed | 152 | 99.35% | 86.9 | 50.00% | +50.00% | +13.16% | +5.26% | -3.29% | 05:20 | 01:15 | 04:02 | 05:20 | 06:26 | 11:15 | 02:24 | 01:46 |
 | Falcon Blade | 29 | 18.95% | 85.2 | 62.07% | +15.30% | -4.93% | +9.36% | 4.71% | 06:38 | 03:40 | 04:46 | 06:04 | 07:48 | 11:12 | 03:02 | 02:14 |
 | Magic Stick | 143 | 93.46% | 83.6 | 49.65% | -0.35% | -7.98% | +0.35% | 1.72% | 03:06 | -01:29 | -01:23 | 02:15 | 06:14 | 15:20 | 07:37 | 05:38 |
 | Chainmail | 32 | 20.92% | 82.0 | 59.38% | +12.27% | -9.38% | -9.38% | 0.00% | 09:59 | 02:59 | 05:36 | 07:54 | 11:26 | 39:38 | 05:50 | 04:19 |
 | Lotus Orb | 20 | 13.07% | 80.3 | 65.00% | +17.63% | +35.00% | -5.00% | -8.70% | 31:20 | 20:45 | 27:38 | 30:01 | 32:14 | 45:24 | 04:36 | 03:24 |
 | Phase Boots | 26 | 16.99% | 78.7 | 61.54% | +14.30% | +9.89% | -28.21% | -10.49% | 09:58 | 05:04 | 06:58 | 07:49 | 10:36 | 39:53 | 03:38 | 02:41 |
 | Eul's Scepter of Divinity | 67 | 43.79% | 77.0 | 52.24% | +4.57% | +6.58% | +12.47% | 0.70% | 17:31 | 10:04 | 12:27 | 15:20 | 20:55 | 36:10 | 08:28 | 06:16 |
 | Wind Lace | 89 | 58.17% | 75.4 | 49.44% | -0.56% | +18.74% | +0.56% | -3.21% | 11:15 | -01:29 | 07:10 | 10:03 | 12:50 | 34:44 | 05:40 | 04:11 |
 | Kaya | 38 | 24.84% | 73.8 | 55.26% | +7.43% | -15.26% | +11.41% | 2.88% | 21:43 | 10:54 | 16:50 | 21:15 | 26:06 | 37:03 | 09:16 | 06:51 |
 | Null Talisman | 86 | 56.21% | 72.1 | 48.84% | -1.91% | +1.16% | -5.98% | -4.81% | 03:33 | 00:15 | 02:28 | 03:15 | 03:57 | 12:07 | 01:29 | 01:05 |
 | Blink Dagger | 39 | 25.49% | 70.5 | 53.85% | +5.60% | +26.15% | +6.15% | -2.27% | 29:46 | 20:44 | 24:17 | 27:31 | 33:06 | 47:28 | 08:49 | 06:31 |
 | Kaya and Sange | 36 | 23.53% | 68.9 | 52.78% | +4.06% | -19.45% | -8.34% | 1.26% | 23:20 | 14:08 | 17:50 | 22:33 | 26:40 | 37:06 | 08:50 | 06:32 |
 | Aeon Disk | 16 | 10.46% | 67.2 | 62.50% | +14.32% | -12.50% | -37.50% | -3.58% | 34:11 | 22:07 | 29:15 | 33:04 | 36:14 | 45:47 | 06:59 | 05:10 |
 | Sange | 59 | 38.56% | 65.6 | 47.46% | -3.60% | -0.79% | -0.79% | 0.00% | 22:16 | 09:31 | 16:49 | 20:00 | 27:41 | 42:05 | 10:52 | 08:02 |
 | Crown | 6 | 3.92% | 63.9 | 83.33% | +35.03% | +16.67% | +16.67% | 0.00% | 16:04 | 07:32 | 10:04 | 12:04 | 19:22 | 28:22 | 09:18 | 06:53 |
 | Refresher Orb | 10 | 6.54% | 62.3 | 70.00% | +21.75% | +30.00% | +30.00% | 0.00% | 49:10 | 35:07 | 44:00 | 49:54 | 55:52 | 1:03:12 | 11:52 | 08:47 |
 | Bottle | 56 | 36.60% | 60.7 | 44.64% | -7.94% | +5.36% | +5.36% | 0.00% | 01:36 | 00:47 | 01:18 | 01:30 | 01:49 | 03:49 | 00:31 | 00:22 |
 | Aghanim's Shard | 34 | 22.22% | 59.0 | 47.06% | -3.36% | -2.62% | +15.44% | 1.38% | 33:27 | 20:02 | 26:17 | 31:44 | 39:24 | 54:00 | 13:07 | 09:42 |
 | Ring of Protection | 21 | 13.73% | 57.4 | 52.38% | +3.14% | -12.38% | +27.62% | 5.45% | 06:09 | -01:29 | -01:29 | 03:09 | 08:49 | 43:34 | 10:18 | 07:37 |
 | Quelling Blade | 14 | 9.15% | 55.7 | 57.14% | +8.22% | +17.86% | +9.53% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | -00:15 | 00:00 | 00:00 |
 | Tranquil Boots | 14 | 9.15% | 54.1 | 57.14% | +8.22% | -32.14% | +42.86% | 20.00% | 13:31 | 04:50 | 10:09 | 12:53 | 13:54 | 26:00 | 03:45 | 02:46 |
 | Solar Crest | 3 | 1.96% | 52.5 | 100.00% | +51.33% | 0.00% | 0.00% | 0.00% | 20:40 | 13:39 | 13:39 | 19:58 | 28:22 | 28:22 | 14:43 | 10:54 |
 | Hood of Defiance | 23 | 15.03% | 50.8 | 47.83% | -2.17% | -14.50% | +2.17% | 9.81% | 12:52 | 05:47 | 10:10 | 11:09 | 11:52 | 31:12 | 01:42 | 01:15 |
 | Heaven's Halberd | 13 | 8.50% | 49.2 | 53.85% | +4.56% | +12.82% | -20.52% | -3.33% | 26:52 | 15:43 | 21:36 | 27:57 | 31:36 | 40:58 | 10:00 | 07:24 |
 | Medallion of Courage | 4 | 2.61% | 47.5 | 75.00% | +26.01% | +25.00% | +25.00% | 0.00% | 15:50 | 04:41 | 04:41 | 14:36 | 15:40 | 28:22 | 10:59 | 08:08 |
 | Scythe of Vyse | 4 | 2.61% | 45.9 | 75.00% | +26.01% | -75.00% | +25.00% | 0.00% | 42:42 | 40:07 | 40:07 | 40:52 | 44:47 | 45:02 | 04:40 | 03:27 |
 | Blight Stone | 4 | 2.61% | 44.3 | 75.00% | +26.01% | +25.00% | +25.00% | 0.00% | 15:39 | 04:41 | 04:41 | 13:51 | 15:40 | 28:22 | 10:59 | 08:08 |
 | Octarine Core | 2 | 1.31% | 42.6 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 36:43 | 34:57 | 34:57 | 38:28 | 38:28 | 38:28 | 03:31 | 02:36 |
 | Headdress | 2 | 1.31% | 41.0 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 29:59 | 29:36 | 29:36 | 30:22 | 30:22 | 30:22 | 00:46 | 00:34 |
 | Drum of Endurance | 2 | 1.31% | 39.3 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 21:57 | 21:01 | 21:01 | 22:53 | 22:53 | 22:53 | 01:52 | 01:22 |
 | Bloodstone | 2 | 1.31% | 37.7 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 30:49 | 28:04 | 28:04 | 33:34 | 33:34 | 33:34 | 05:30 | 04:04 |
 | Buckler | 2 | 1.31% | 36.1 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 36:20 | 29:06 | 29:06 | 43:34 | 43:34 | 43:34 | 14:28 | 10:42 |
 | Spirit Vessel | 2 | 1.31% | 34.4 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 15:04 | 14:41 | 14:41 | 15:26 | 15:26 | 15:26 | 00:45 | 00:33 |
 | Power Treads | 25 | 16.34% | 32.8 | 36.00% | -16.34% | -2.67% | -2.67% | 0.00% | 09:26 | 05:16 | 07:35 | 09:32 | 10:21 | 21:01 | 02:46 | 02:02 |
 | Ghost Scepter | 18 | 11.76% | 31.1 | 38.89% | -12.22% | -18.89% | -13.89% | 0.51% | 24:37 | 15:28 | 19:15 | 21:54 | 29:06 | 36:51 | 09:51 | 07:17 |
 | Glimmer Cape | 6 | 3.92% | 29.5 | 50.00% | +0.34% | +50.00% | -50.00% | 0.00% | 26:03 | 18:36 | 18:46 | 24:38 | 29:46 | 36:54 | 11:00 | 08:08 |
 | Rod of Atos | 3 | 1.96% | 27.9 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 15:08 | 10:54 | 10:54 | 14:29 | 20:02 | 20:02 | 09:08 | 06:45 |
 | Aether Lens | 3 | 1.96% | 26.2 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Bracer | 3 | 1.96% | 24.6 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 08:04 | 02:37 | 02:37 | 04:49 | 16:47 | 16:47 | 14:10 | 10:29 |
 | Eternal Shroud | 4 | 2.61% | 23.0 | 50.00% | +0.34% | -50.00% | +50.00% | 0.00% | 20:54 | 14:46 | 14:46 | 15:54 | 20:37 | 32:17 | 05:51 | 04:20 |
 | Urn of Shadows | 4 | 2.61% | 21.3 | 50.00% | +0.34% | +50.00% | +50.00% | 0.00% | 04:01 | 03:30 | 03:30 | 03:39 | 04:12 | 04:41 | 00:42 | 00:31 |
 | Soul Ring | 9 | 5.88% | 19.7 | 33.33% | -17.36% | +16.67% | +16.67% | 0.00% | 07:09 | 03:33 | 04:42 | 08:16 | 09:21 | 09:44 | 04:39 | 03:26 |
 | Crimson Guard | 1 | 0.65% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.65% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.65% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.65% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.65% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.65% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.65% | 8.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.65% | 6.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Wind Waker | 2 | 1.31% | 4.9 | 50.00% | +0.33% | +50.00% | 0.00% | 0.00% | 52:12 | 49:50 | 49:50 | 54:34 | 54:34 | 54:34 | 04:44 | 03:30 |
 | Force Staff | 3 | 1.96% | 3.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 24:30 | 21:13 | 21:13 | 21:23 | 30:53 | 30:53 | 09:40 | 07:09 |
 | Witch Blade | 2 | 1.31% | 1.6 | 0.00% | -50.33% | 0.00% | 0.00% | 0.00% | 15:18 | 14:33 | 14:33 | 16:02 | 16:02 | 16:02 | 01:29 | 01:05 |