The Standpoint Score.
The launch library uses a provisional research score out of 10. It is a subjective editorial assessment of the documented product and its ownership trade-offs. It is not a laboratory result, a customer satisfaction statistic, a failure probability, or a promise of performance. Every score includes a rationale for each criterion.
We assess products in the context of their intended task and category. A high-scoring educational robot and a high-scoring mower are not interchangeable, and their numbers should not be treated as a cross-category ranking. The intended user and the limitations described in the review remain more important than a small difference in the total.
Five criteria, with published weights.
- Features & capability · 30%
- The breadth and suitability of documented functions for the intended job, including meaningful limits. The evidence differs by category: camera controls for phones, application scope for computing, listening options for audio and play modes for consoles. Legacy reviews use the Task capability label. No measured image, audio, cleaning or cutting result is implied.
- Compatibility & connectivity · 20%
- The documented controls, connectivity, sensing, navigation or programming appropriate to the category, and their conditions and dependencies. Robotics reviews retain the more specific Navigation & control label. Other older reviews use Control & connectivity; the weight is the same. Phone, computer, audio, camera and entertainment reviews consider platform and accessory compatibility within this criterion.
- Ownership & upkeep · 20%
- The recurring servicing, consumables, manual work, storage and other ownership burdens visible in the documentation.
- Setup & everyday use · 15%
- The installation, physical requirements, configuration and operating workflow described by the available sources.
- Documentation & support clarity · 15%
- How clearly the available material establishes configuration, limitations, regional context and service questions. This does not rate the quality of a support interaction we have not conducted.
How the total is calculated.
Each criterion is assigned a value from 0 to 10. The total is the sum of the five values multiplied by their weights, rounded to one decimal place. For example, criterion values of 8, 7, 6, 7 and 8 produce 7.25 before rounding, displayed as 7.3. The decimal is a calculation convention, not a claim of measurement precision.
What the scale means.
- 9.0–10: An unusually compelling documented proposition with few material limitations for its intended use. A research score in this band still requires hands-on confirmation.
- 8.0–8.9: A strong proposition whose main compromises are clear and manageable for the appropriate buyer.
- 7.0–7.9: A capable proposition with meaningful trade-offs or unanswered questions.
- 6.0–6.9: A selective fit, with limitations that need careful attention before purchase.
- Below 6: Substantial reservations, restricted usefulness or evidence limitations that prevent a stronger assessment.
What a research score leaves out.
We do not score measured pickup, cut quality, battery longevity, noise, failure rates or service response without suitable observations. We also avoid price-based value scoring when a current, comparable regional price has not been verified. An impressive specification is not automatically a high score; its practical conditions and ownership cost in effort matter.
From research to hands-on.
When a physical evaluation is completed, the article can receive a separately identified hands-on assessment using published methods appropriate to its category. The review must explain the change in evidence and any change in its verdict or score. The earlier research assessment must not be silently relabelled as a test.
Providing a review unit, buying advertising or offering an affiliate relationship cannot purchase points. Factual corrections can change an assessment when they change the underlying evidence, and material changes should be noted in the article.