Methodology

How Firmixa scores firms

Firmixa publishes one judgement per company, built only from facts we have collected, stored and verified ourselves. This page states the entire model: the pillars, their weights, how missing data is treated, how thin evidence discounts a score, and the exact order every ranking table uses. No part of it can be bought.

Trust model
v1.5.0
Regulation engine
v1.4.0
Broker engine
v1.5.0
Entity model
v2.0.0
Evidence
v1.0.0
Global score
v1.1.0

1. Collect

Every company has a structured record: legal identity, licences, fees, account programmes, payout and trading rules, platforms and promotions. Each fact is stored as its own field with a source, so nothing is a free-text marketing claim.

2. Verify

Facts are cross-checked against the operator's own pages and, for licences, against the public regulator register. A fact verified more than 365 days ago stops counting as fresh and the record is re-queued.

3. Score

Two independent numbers are computed: a Trust Score (what the verified facts say about the entity) and an Evidence Confidence Score (how completely and how recently it is documented).

4. Publish & rank

Evidence can only pull the published score down, never up. Ranking order is then fully deterministic — the same inputs always produce the same table.

The scoring pillars

Weights are category-aware. A broker is judged first on licensing and regulatory risk. A prop or funding firm trades its own capital, so a missing financial licence is never treated as a failing — it is judged on verification, payout reliability and rule transparency instead.

Brokers & exchanges

Broker Trust Engine v1.5.0. A verified-unlicensed broker is capped at 4.5.

  • Regulation & licence integrity30%
  • Regulatory & legal risk20%
  • Company & ownership transparency10%
  • Operating history10%
  • Reputation & material complaints15%
  • Trading & withdrawal conditions10%
  • Transparency & disclosures5%

Prop & funding firms

Licensing is out of the model, never a penalty. A licence that does exist is recorded as a bonus signal.

  • Company verification22%
  • Operating history15%
  • Payout reliability25%
  • Rule transparency18%
  • Reputation10%
  • Risk signals10%

How we treat missing data

  • A pillar with no signal is withheld — dropped from the weighting — never scored as zero. An empty licence register means unknown, not unlicensed.
  • Only a verified adverse fact scores against a company. Unverified allegations are recorded and ignored.
  • No number is published below 45% assessed coverage, or below an evidence score of 3. Those companies show as Not yet rated with the reason stated.
  • A rating of 8.0+ requires at least 80% coverage. Sparse but flattering data can never publish as a top score.

Coverage ceilings

The share of the model we could actually assess sets a hard ceiling on the score we may publish.

Assessed coverageMaximum score
90% and above10.0
80% and above8.9
65% and above8.4
45% and above6.9

Thin documentation also discounts the published number: at zero evidence only 50% of the trust score survives. Evidence can only ever pull a score down — tidy paperwork never adds a point.

What the score means

8.5 – 10

Strong standing

7.0 – 8.4

Sound standing

5.0 – 6.9

Mixed standing

below 5.0

Treat with caution

insufficient evidence

Not yet rated

Verification states

Every record carries a state and a last-verified date, shown on the company page and in the homepage verification feed.

  • VerifiedCross-checked automatically against the source.
  • Verified ✓Confirmed by an editor against primary sources.
  • Needs ReviewFlagged for a human to review before it counts as verified.
  • StaleNot re-checked within 365 days; it no longer counts as fresh evidence.
  • Scraping ErrorThe automated check failed; the record is queued for manual work.

Ranking order

Every ranking table sorts in exactly this precedence, and nothing else:

  1. 1Firmixa Score (highest first)
  2. 2then published-fact completeness
  3. 3then how recently the data was verified
  4. 4then company name

Regulatory strength is deliberately not a tie-breaker: it already sits inside the score, and applying it twice would double-count the same evidence.

Independence

Some companies pay for placement or run affiliate links. These are labelled Sponsored and are excluded from every scoring input and every ranking position — commercial terms are never a signal.

Companies can claim their profile and submit corrections through the business workspace. A submission only changes a published fact after an editor verifies it against a primary source.

Firmixa does not publish fabricated reviews. Trader reviews are separate from the score and are only marked as verified experience when supporting proof has been checked.

See the rankingsBrowse regulators