SourceSignal Research · Search and YouTube market data, separate from the product reports
Here for product reviews? How product-review analysis worksSourceSignal Research · Creator momentum
3D Printing
Channels ahead of and behind the tracked market.
One-week momentum relative to the tracked market. 0% is baseline, not absolute channel growth.
Creator momentum
One week · 0% = market baselinePublished leaders and trailers, not the complete eligible ranking. Select a row for supporting evidence. Amber marks panels at the 5-video publication minimum.
| Channel | Category | % vs market | Matched videos | Evidence |
|---|---|---|---|---|
| LUNYEECNC OFFICIAL3D Printing15 matched videos | 3D Printing | +33.5%vs market | 15 matched videos | |
LUNYEECNC OFFICIAL · supporting evidenceWeek of Oct 19, 2026. ~380 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| DOWELL3D PRINTER3D Printing6 matched videos | 3D Printing | +32.1%vs market | 6 matched videos | |
DOWELL3D PRINTER · supporting evidenceWeek of Oct 19, 2026. ~330 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| CNC BRATAN3D Printing10 matched videos | 3D Printing | +31.4%vs market | 10 matched videos | |
CNC BRATAN · supporting evidenceWeek of Oct 19, 2026. ~1,100 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| Toast3D Printing5 matched videosAt publication minimum | 3D Printing | +29.2%vs market | 5 matched videosAt publication minimum | |
Toast · supporting evidenceWeek of Oct 19, 2026. ~410 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| Joshua Schiergens 3D-Druck3D Printing9 matched videos | 3D Printing | +28.5%vs market | 9 matched videos | |
Joshua Schiergens 3D-Druck · supporting evidenceWeek of Oct 19, 2026. ~770 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| KEYENCE CORPORATION3D Printing7 matched videos | 3D Printing | +27.8%vs market | 7 matched videos | |
KEYENCE CORPORATION · supporting evidenceWeek of Oct 19, 2026. ~330 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| DaveRig Design3D Printing7 matched videos | 3D Printing | +26.3%vs market | 7 matched videos | |
DaveRig Design · supporting evidenceWeek of Oct 19, 2026. ~1,100 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| Nordic Turning3D Printing5 matched videosAt publication minimum | 3D Printing | +25.0%vs market | 5 matched videosAt publication minimum | |
Nordic Turning · supporting evidenceWeek of Oct 19, 2026. ~600 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| rctestflight3D Printing9 matched videos | 3D Printing | +24.2%vs market | 9 matched videos | |
rctestflight · supporting evidenceWeek of Oct 19, 2026. ~2,100 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
| Stephen LaRochelle3D Printing5 matched videosAt publication minimum | 3D Printing | +22.0%vs market | 5 matched videosAt publication minimum | |
Stephen LaRochelle · supporting evidenceWeek of Oct 19, 2026. ~770 typical views per matched video per week. This is a matched-video median, not a whole-channel audience total. At least 5 videos must be measured in both consecutive weeks. Sample depth is coverage, not statistical confidence. | ||||
Research data · 20 listed channelsView table
| Channel | Relative direction | % vs market | Matched videos | Typical views / video / week |
|---|---|---|---|---|
| LUNYEECNC OFFICIAL | Ahead of market | +33.5% | 15 matched videos | ~380 |
| DOWELL3D PRINTER | Ahead of market | +32.1% | 6 matched videos | ~330 |
| CNC BRATAN | Ahead of market | +31.4% | 10 matched videos | ~1,100 |
| Toast | Ahead of market | +29.2% | 5 matched videosAt publication minimum | ~410 |
| Joshua Schiergens 3D-Druck | Ahead of market | +28.5% | 9 matched videos | ~770 |
| KEYENCE CORPORATION | Ahead of market | +27.8% | 7 matched videos | ~330 |
| DaveRig Design | Ahead of market | +26.3% | 7 matched videos | ~1,100 |
| Nordic Turning | Ahead of market | +25.0% | 5 matched videosAt publication minimum | ~600 |
| rctestflight | Ahead of market | +24.2% | 9 matched videos | ~2,100 |
| Stephen LaRochelle | Ahead of market | +22.0% | 5 matched videosAt publication minimum | ~770 |
| LikeAHero | Behind market | -53.4% | 11 matched videos | ~210 |
| CNC Repairman | Behind market | -39.0% | 5 matched videosAt publication minimum | ~140 |
| Proper Printing | Behind market | -32.6% | 8 matched videos | ~500 |
| 3D Jesus | 3D Printing & Design | Behind market | -29.6% | 8 matched videos | ~790 |
| FARO CREAFORM | Behind market | -29.5% | 7 matched videos | ~560 |
| BeyondThePrinter | Behind market | -28.2% | 6 matched videos | ~520 |
| Jarett Gross | Behind market | -27.5% | 8 matched videos | ~550 |
| Hamill's House of 3D Prints | Behind market | -25.1% | 7 matched videos | ~210 |
| MikeMakess | Behind market | -25.0% | 7 matched videos | ~1,700 |
| 3DPrint Land | Behind market | -24.5% | 12 matched videos | ~36,000 |
How this is measuredMatched videos, weekly market benchmark and publication limits
How this is measured
A channel’s weekly move is the median change in view velocity across videos measured in both consecutive weeks. Matched-video ratios limit panel-entry effects, and the median limits the influence of a single viral upload.
The move is compared with the median across eligible channel-category entries in the same week, before filtering by category. The tracked-market reference is 0% relative momentum. A negative value means behind that benchmark, not necessarily fewer absolute views. These one-week percentages are distinct from the multi-week category Attention Index, whose baseline is 100.
At least 5 matched videos are required to publish a channel. “At publication minimum” marks a panel of exactly 5; fewer observations are labelled insufficient. Sample depth describes coverage, not statistical confidence. Movement beyond ±5% is labelled ahead or behind; this is a descriptive threshold, not a significance test.
We use complete weeks only. Comparing with the market reduces the common effect of a drifting scan window as videos age. Channels are associated with the tracked product queries, and may include brand channels as well as independent creators. Momentum alone does not establish suitability for a partnership.
Research methodology