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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 | |
 | Headdress | 14 | 26.92% | 100.0 | 92.86% | +53.39% | +7.14% | +7.14% | 0.00% | 16:49 | 11:27 | 14:13 | 15:58 | 19:08 | 23:51 | 04:55 | 03:38 |
 | Pipe of Insight | 13 | 25.00% | 98.1 | 92.31% | +51.28% | +7.69% | +7.69% | 0.00% | 17:49 | 11:58 | 15:31 | 18:44 | 19:46 | 24:07 | 04:15 | 03:08 |
 | Ring of Protection | 40 | 76.92% | 96.2 | 60.00% | +26.67% | -20.00% | +10.00% | 6.47% | 02:53 | -01:29 | -01:29 | 01:52 | 06:07 | 13:35 | 07:36 | 05:37 |
 | Soul Ring | 37 | 71.15% | 94.2 | 59.46% | +19.46% | -3.90% | -15.02% | -3.81% | 06:09 | 02:12 | 04:27 | 06:21 | 07:22 | 11:30 | 02:55 | 02:09 |
 | Ring of Health | 45 | 86.54% | 92.3 | 55.56% | +12.70% | -1.01% | -1.01% | 0.00% | 08:48 | 02:19 | 04:24 | 06:41 | 10:00 | 47:00 | 05:36 | 04:08 |
 | Hood of Defiance | 43 | 82.69% | 90.4 | 55.81% | +11.37% | +7.83% | -19.45% | -8.23% | 09:25 | 04:28 | 07:57 | 09:33 | 11:16 | 14:12 | 03:19 | 02:27 |
 | Boots of Speed | 52 | 100.00% | 88.5 | 53.85% | +53.85% | +7.69% | +15.38% | 1.95% | 05:14 | 01:48 | 03:03 | 04:53 | 07:00 | 09:42 | 03:57 | 02:55 |
 | Sange | 17 | 32.69% | 86.5 | 64.71% | +16.14% | +10.29% | -14.71% | -3.28% | 23:00 | 11:38 | 18:12 | 20:45 | 25:50 | 42:59 | 07:38 | 05:39 |
 | Morbid Mask | 19 | 36.54% | 84.6 | 63.16% | +14.68% | -3.16% | -3.16% | 0.00% | 20:12 | 02:57 | 11:48 | 18:53 | 23:31 | 42:56 | 11:43 | 08:40 |
 | Quelling Blade | 49 | 94.23% | 82.7 | 53.06% | -13.61% | +30.27% | -36.39% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 07:01 | 00:00 | 00:00 |
 | Chainmail | 47 | 90.38% | 80.8 | 53.19% | -6.81% | -11.52% | +13.48% | 6.33% | 09:50 | 02:40 | 07:45 | 09:39 | 11:42 | 17:21 | 03:57 | 02:55 |
 | Phase Boots | 43 | 82.69% | 78.8 | 53.49% | -2.07% | -17.13% | +10.15% | 8.23% | 10:54 | 06:04 | 08:41 | 10:23 | 12:00 | 19:22 | 03:19 | 02:27 |
 | Magic Stick | 50 | 96.15% | 76.9 | 52.00% | -48.00% | +9.54% | -2.00% | -1.52% | 04:47 | -01:29 | 00:56 | 02:44 | 08:31 | 26:48 | 07:35 | 05:37 |
 | Magic Wand | 42 | 80.77% | 75.0 | 52.38% | -7.62% | -6.93% | +17.62% | 4.98% | 09:28 | 01:24 | 06:47 | 09:31 | 11:43 | 26:49 | 04:56 | 03:39 |
 | Heaven's Halberd | 14 | 26.92% | 73.1 | 64.29% | +14.29% | +35.71% | -30.96% | -6.48% | 28:32 | 22:06 | 23:51 | 24:54 | 34:08 | 43:30 | 10:17 | 07:37 |
 | Void Stone | 14 | 26.92% | 71.2 | 64.29% | +14.29% | +10.71% | -30.96% | -3.20% | 32:53 | 19:23 | 27:33 | 29:03 | 40:34 | 48:13 | 13:01 | 09:38 |
 | Blink Dagger | 37 | 71.15% | 69.2 | 51.35% | -8.65% | +4.21% | +26.43% | 2.35% | 20:54 | 12:39 | 15:26 | 18:41 | 24:53 | 48:52 | 09:27 | 07:00 |
 | Wind Lace | 28 | 53.85% | 67.3 | 53.57% | -0.60% | +46.43% | -10.71% | -8.88% | 16:02 | -01:29 | 13:09 | 17:22 | 19:35 | 30:00 | 06:26 | 04:45 |
 | Eul's Scepter of Divinity | 3 | 5.77% | 65.4 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 25:26 | 21:43 | 21:43 | 24:34 | 30:01 | 30:01 | 08:18 | 06:08 |
 | Buckler | 16 | 30.77% | 63.5 | 56.25% | +3.47% | +18.75% | -31.25% | -3.79% | 22:21 | 11:45 | 14:15 | 19:56 | 27:26 | 42:56 | 13:11 | 09:45 |
 | Vladmir's Offering | 14 | 26.92% | 61.5 | 57.14% | +4.51% | +17.86% | -23.81% | -3.84% | 23:09 | 14:06 | 16:36 | 20:38 | 27:27 | 42:56 | 10:51 | 08:02 |
 | Shiva's Guard | 6 | 11.54% | 59.6 | 66.67% | +14.50% | +33.33% | -66.67% | 0.00% | 32:58 | 25:57 | 29:22 | 31:28 | 37:31 | 37:46 | 08:09 | 06:02 |
 | Ring of Basilius | 17 | 32.69% | 57.7 | 47.06% | -10.08% | -22.06% | -22.06% | 0.00% | 17:57 | 01:40 | 06:09 | 16:43 | 21:51 | 42:56 | 15:42 | 11:37 |
 | Blight Stone | 24 | 46.15% | 55.8 | 41.67% | -22.62% | -8.34% | +8.33% | 3.66% | 15:14 | 03:02 | 12:48 | 14:41 | 17:21 | 26:51 | 04:33 | 03:22 |
 | Crown | 21 | 40.38% | 53.8 | 42.86% | -18.43% | +37.14% | -2.86% | -8.86% | 18:44 | 14:15 | 15:41 | 17:46 | 20:12 | 26:52 | 04:31 | 03:20 |
 | Solar Crest | 21 | 40.38% | 51.9 | 42.86% | -18.43% | +37.14% | -22.86% | -14.75% | 19:52 | 15:27 | 17:10 | 19:03 | 21:14 | 27:11 | 04:04 | 03:00 |
 | Bracer | 12 | 23.08% | 50.0 | 50.00% | -5.00% | -16.67% | +16.67% | 0.00% | 02:52 | 01:22 | 02:04 | 02:15 | 02:51 | 07:51 | 00:47 | 00:34 |
 | Fluffy Hat | 12 | 23.08% | 48.1 | 50.00% | -5.00% | +16.67% | -16.67% | 0.00% | 20:58 | 03:57 | 15:33 | 22:37 | 27:28 | 33:02 | 11:55 | 08:49 |
 | Aghanim's Scepter | 4 | 7.69% | 46.2 | 75.00% | +22.92% | +25.00% | +25.00% | 0.00% | 36:04 | 34:45 | 34:45 | 35:40 | 36:02 | 37:47 | 01:17 | 00:57 |
 | Arcane Boots | 4 | 7.69% | 44.2 | 75.00% | +22.92% | +25.00% | +25.00% | 0.00% | 10:18 | 08:26 | 08:26 | 09:33 | 09:52 | 13:22 | 01:26 | 01:03 |
 | Medallion of Courage | 22 | 42.31% | 42.3 | 40.91% | -22.42% | -7.58% | -0.91% | 1.91% | 16:26 | 10:36 | 13:55 | 15:38 | 17:25 | 26:51 | 03:30 | 02:35 |
 | Tranquil Boots | 2 | 3.85% | 40.4 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 09:39 | 08:07 | 08:07 | 11:11 | 11:11 | 11:11 | 03:04 | 02:16 |
 | Scythe of Vyse | 2 | 3.85% | 38.5 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 36:56 | 33:18 | 33:18 | 40:34 | 40:34 | 40:34 | 07:16 | 05:22 |
 | Force Staff | 10 | 19.23% | 36.5 | 50.00% | -4.76% | -16.67% | 0.00% | 0.00% | 26:47 | 19:05 | 23:00 | 27:28 | 30:08 | 33:03 | 07:08 | 05:17 |
 | Aghanim's Shard | 5 | 9.62% | 34.6 | 60.00% | +6.81% | +40.00% | +40.00% | 0.00% | 31:48 | 24:02 | 24:02 | 34:18 | 36:37 | 38:07 | 12:35 | 09:19 |
 | Refresher Orb | 4 | 7.69% | 32.7 | 50.00% | -4.17% | -50.00% | -50.00% | 0.00% | 38:20 | 27:49 | 27:49 | 34:30 | 43:23 | 47:37 | 15:34 | 11:31 |
 | Kaya and Sange | 1 | 1.92% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.92% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Satanic | 1 | 1.92% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.92% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.92% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.92% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Kaya | 1 | 1.92% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.92% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:11 | 52:11 | 52:11 | 52:11 | 52:11 | 52:11 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 9.62% | 15.4 | 40.00% | -15.32% | -40.00% | -40.00% | 0.00% | 35:00 | 28:11 | 28:11 | 29:24 | 36:10 | 52:50 | 07:59 | 05:54 |
 | Ghost Scepter | 5 | 9.62% | 13.5 | 40.00% | -15.32% | +60.00% | -40.00% | 0.00% | 35:30 | 18:57 | 18:57 | 35:02 | 48:35 | 50:19 | 29:38 | 21:57 |
 | Orb of Venom | 2 | 3.85% | 11.5 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 00:43 | -01:29 | -01:29 | 02:55 | 02:55 | 02:55 | 04:24 | 03:15 |
 | Orb of Corrosion | 2 | 3.85% | 9.6 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 04:45 | 04:41 | 04:41 | 04:49 | 04:49 | 04:49 | 00:08 | 00:05 |
 | Assault Cuirass | 2 | 3.85% | 7.7 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 36:32 | 35:21 | 35:21 | 37:43 | 37:43 | 37:43 | 02:22 | 01:45 |
 | Bottle | 2 | 3.85% | 5.8 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 03:19 | 02:15 | 02:15 | 04:22 | 04:22 | 04:22 | 02:07 | 01:34 |
 | Aeon Disk | 3 | 5.77% | 3.8 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 40:13 | 21:29 | 21:29 | 38:29 | 60:40 | 60:40 | 39:11 | 29:01 |
 | Power Treads | 1 | 1.92% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |