Methodology
Rankings are never for sale. No payment, affiliate commission or sponsorship changes a score or a position. Tools without an affiliate program are ranked the same way.
Criteria and weights
Each tool is scored 0–10 on each criterion for a specific problem; the weighted total is out of 100.
| Criterion | Weight | How we measure it |
|---|---|---|
| Output quality | 30 | The same 3–5 test tasks for every tool on a problem, scored on a published rubric; results dated, screenshots kept. |
| Arabic support | 5 | UI (2), Arabic input understanding (3), Arabic output (3), Gulf dialect (1), RTL/export without broken text (1). |
| Price / value | 15 | Cheapest plan that solves the problem, in USD, plus VAT note. |
| Free tier | 10 | Can you finish the task for free? Limits, watermarks, credit caps. |
| Ease of use | 20 | Time-to-first-result for a non-technical tester; steps; setup needed. |
| Reliability & trust | 20 | Uptime and complaint signals, privacy/data-use terms, update cadence, track record. |
| Total | 100 |
Current status (provisional)
- All scores are currently provisional editorial estimates; hands-on test results have not been published yet.
- Prices come from official pricing pages on the date shown; anything we could not verify is shown as “unverified”.
Rules
- Rankings are never for sale.
- Sponsored placements sit outside the ranked list and are labelled “Sponsored”.
- Affiliate links carry an “Affiliate link” tag and rel="sponsored nofollow".
- Every page shows a last-checked date; scores older than 90 days are re-tested or flagged.
- Social trend data never changes a score; it only decides which pages are updated first.
- Vendors can request a free re-test; the outcome is not guaranteed.
- Ties are broken by free-tier strength, then ease of use.
Disclosure
Rankings are never for sale. Some links may become affiliate links (marked “Affiliate link”, rel="sponsored"); they never change a score or position. No affiliate links are active yet.