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How We Test — Methodology

Every score on this site comes from the same six-category rubric, applied identically to every tool we test. Here’s exactly how it works — published in full, because a rating you can’t audit isn’t worth trusting.

The VrindaSphera Rating is a weighted average of six categories. The weights never change from tool to tool, category to category, or month to month. That consistency is what makes a 4.2 in spreadsheets comparable to a 4.2 in video editors, and it’s the reason our rankings can’t be bought.

The full weights table and the six-step testing process are rendered automatically from the live rating engine on this page — edit any tool and the numbers here update to match. The rubric: Features & Capabilities 25%, Performance & Quality 20%, Value for Money 20%, Ease of Use 15%, Reliability 10%, Support & Integrations 10%.

We re-test winners regularly, track pricing changes, and stamp every page with the date it was last verified. A stale review is a wrong review — software changes monthly, and our ratings change with it.