Marking Accuracy

Examiner-level accuracy, every single time

Olex delivers consistent, examiner-level marking so teachers can spend less time on assessment admin and more time on what matters: teaching. Independently tested and verified against working examiners.

Book a Demo ›
English Literature
94%
of scripts within examiner tolerance
Read the methodology ›
In Their Own Words

What Teachers Say

Teachers stay in control. Olex gives them consistent, reliable marks so they can focus on feedback, planning, and their students.

Sarah Mullen, Improvement Lead for English, TCAT
TCAT — The Challenge Academy Trust logo

“Put 30 essays through Olex and every single one would be within a few marks of what I would give it as a senior examiner. This is the most accurate marker I have ever come across.”

Sarah MullenImprovement Lead for English, TCAT
Amanda Tupper, Director of English, TKAT
TKAT — The Kemnal Academies Trust logo

“As an AQA examiner, I’d say Olex marks are ‘fair and reasonable’ 99.9% of the time and likely more accurate than the markers in your department. We’ve been double-marking 10% of scripts by hand throughout the year, and the Olex marks have held up almost every time.”

Amanda TupperDirector of English, TKAT

Accuracy Results

Consistent with experienced examiners

Each script carried an established seed mark, against which all marks were compared. Most examiners marking the same script will reach a mark within 10-12% of each other, with some data suggesting up to 15% in certain cases. Our English Language scores sit slightly lower than Literature, which reflects the inherently subjective nature of creative writing assessment.

Within 12.5% tolerance
English Literature
94%
standard examiner threshold
Accuracy (RMSE)
English Literature
2.13
within examiner range
Within 12.5% tolerance
English Language
83%
standard examiner threshold
Accuracy (RMSE)
English Language
2.07
within examiner range

RMSE (root mean squared error) is the average distance between the Olex mark and the official examiner mark. Lower is better.

English Literature Accuracy
Scripts within 12.5% tolerance
57%
94%
Examiners
Olex
English Language Accuracy
Scripts within 12.5% tolerance
68%
83%
Examiners
Olex

Examiner Tolerance

Reliably within the examiner tolerance range

At every tolerance threshold, on both papers, Olex delivers marks that sit comfortably within the range experienced examiners agree on, giving teachers confidence in every mark.

Olex Experienced examiners
10% tolerance — English Literature
Olex
87%
Examiners
51%
12.5% tolerance — English Literature
Olex
94%
Examiners
57%
15% tolerance — English Literature
Olex
97%
Examiners
70%
10% tolerance — English Language
Olex
77%
Examiners
62%
12.5% tolerance — English Language
Olex
83%
Examiners
68%
15% tolerance — English Language
Olex
97%
Examiners
77%

Methodology

How the study was run

Results based on blind-marking 100 GCSE essays across English Literature and Language, covering multiple attainment levels and a range of texts and papers. All marks — from Olex and from experienced examiners — were compared independently against an established seed mark. Tolerance bands of 10%, 12.5% and 15% are drawn from published inter-examiner research; 12.5% is the most commonly cited live-marking threshold.

Let us show you how it works

Get a 30 minute demo from our team, to show you how it works and answer any questions. Simply pick a time below, or get in contact.

Olex AI owl mascot wearing graduation cap – symbol of learning and insight