← Part of the Feedback Flows toolkit

Similarity Scoring

Collusion checker for copying between your own learners

Every marked rubric and automarking submission can enter your organisation's private similarity bank. See a similarity %, flag work at 50% or more, and open a side-by-side compare — never shared with other organisations. Built for UK schools, FE colleges and training providers that want collusion checker with human review, clear exports and evidence trails that fit existing quality processes.

  • Organisation-only bank
  • Flagged at 50% or more
  • Side-by-side highlights
  • Teachers see their own marking
Similarity compare view showing matched passages side by side
Matched passages highlighted between two learners

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Free collusion checker

Compare two pasted submissions side by side with quotations and bibliographies automatically excluded — then use Similarity Scoring to screen every marked script across your organisation automatically.

Free collusion checker →
Why it matters

Peer copying needs an organisation-scoped collusion checker

Writing fingerprints compare a learner with themselves. A collusion checker compares learners with each other inside your organisation after marking — useful when work looks shared across classes, friendship groups or repeated cohort tasks.

Short answers, quotes, reference lists and question text are handled carefully so tiny responses are not scored as 100% similar. Leaders open the Similarity bank for filters, pairs, charts and CSV; teachers see scores on their own results. A match is a prompt to talk to learners, not automatic proof.

Flags at 50% or more are prompts, not verdicts. Open side-by-side highlights, talk to both learners, and log the review outcome. Because the bank is organisation-only, you are not sending scripts to a public web index — easier to explain to parents, governors and data-protection leads.

Cross-class flags are where a collusion checker earns its keep. Leaders should sample pairs monthly even when day-to-day marking looks quiet. Write a one-page local policy for collusion checker: which assessments qualify, who reviews drafts, how long files are retained, and how learners receive feedback. Clear policy keeps staff confident and makes procurement or inspection conversations easier.

Who uses it

Where collusion checker fits

Secondary schools

Spot shared coursework phrases across parallel classes after marking. Review a sample of outputs together the first time you introduce collusion checker, then agree override norms.

Further education

Give quality leads cross-class pairs without a public plagiarism database. Review a sample of outputs together the first time you introduce collusion checker, then agree override norms.

Independent training providers

Support integrity sampling on written evidence within the organisation. Review a sample of outputs together the first time you introduce collusion checker, then agree override norms.

Higher education

Flag peer overlap on module cohorts before formal academic misconduct steps. Review a sample of outputs together the first time you introduce collusion checker, then agree override norms.

Worked example

Business diploma — two classes, one shared assignment

After rubric marking, the collusion checker flags a 72% pair across teaching groups. The quality lead opens side-by-side highlights, confirms a copied evaluation paragraph, records 'concern raised', and schedules separate learner meetings with the exact passages on screen. Afterwards they note scheme or template tweaks so the next run needs fewer overrides, and they file exports with the usual collusion checker moderation pack.
Compared

By hand vs with similarity scoring

Aspect Manual With Feedback Flows
Scope Rumour and spot reading across classes when deadlines are tight and staffing is thin Organisation-wide similarity bank after marking with teacher review and an export trail before release
Evidence Hard to show overlapping passages when deadlines are tight and staffing is thin Side-by-side highlights with jump links with teacher review and an export trail before release
Privacy Temptation to use public web checkers when deadlines are tight and staffing is thin Never compared outside your organisation with teacher review and an export trail before release
Governance No consistent record of reviews when deadlines are tight and staffing is thin Logged outcomes and CSV for quality with teacher review and an export trail before release
How it works

Mark, score, compare

Mark as usual

Complete Rubric or Automarking jobs in your organisation. Check names and classes carefully so history lands on the right learner.

See the %

Results tables show Similarity; 50%+ is flagged. Check names and classes carefully so history lands on the right learner.

Open compare

View side-by-side highlights and jump between matched passages. Check names and classes carefully so history lands on the right learner.

Record review

Log no concern, concern raised or dismissed with a note. Check names and classes carefully so history lands on the right learner.

Capabilities

What Similarity Scoring covers

Private bank

Never compared with other organisations. Designed to sit beside your other Feedback Flows tools for collusion checker.

Smart exclusions

Short text, quotes, schemes and common template lines handled carefully. Designed to sit beside your other Feedback Flows tools for collusion checker.

Flagged pairs

Leaders see cross-class pairs that need attention. Designed to sit beside your other Feedback Flows tools for collusion checker.

Teacher scope

Markers see similarity on their own results. Designed to sit beside your other Feedback Flows tools for collusion checker.

CSV export

Export for quality and governance reviews. Designed to sit beside your other Feedback Flows tools for collusion checker.

No AI cost

Similarity checks do not consume AI credits. Designed to sit beside your other Feedback Flows tools for collusion checker.

On screen

Side-by-side truth for a fair conversation

Open the compare view and show exactly which passages overlap before you decide next steps. Training Centre walkthroughs mirror the same collusion checker screens so new markers practise review before live work. Leaders can sample completed jobs monthly to confirm overrides stay proportionate and comments stay in the department voice.

  • Highlights in both pieces of work
  • Click a match to jump to its twin
  • Review outcomes on the record
FAQ

Questions about collusion checker

Similarity Scoring compares marked work between learners in your organisation only, with percentages, flags and side-by-side highlights. Most departments keep a short note on who may release collusion checker results and how parents are informed. Keep copies of key exports in your usual shared drive structure for sampling.

No. It only compares learners within your organisation's marked work. Export packs usually sit alongside your normal moderation or IQA evidence for collusion checker. Keep copies of key exports in your usual shared drive structure for sampling.

It reflects how much of the learner's counted text sits in overlapping passages with another learner, with the highest match shown. New staff can learn collusion checker via Training Centre lessons and the guides linked on this page. Keep copies of key exports in your usual shared drive structure for sampling.

Very short responses would otherwise produce misleading 100% scores. Always leave a trained person in the loop before learners see collusion checker outcomes.

Owners, Managers and Quality roles typically access the governance Similarity bank; teachers see scores on their marking results. If you are unsure whether collusion checker fits, compare the related tools listed below and pick by assessment type.

No. Record a review outcome and use it to start a fair conversation. Credit use and retention follow your Feedback Flows account settings when you run collusion checker.

No. Similarity checks do not consume AI credits. Sample a handful of outputs in the first week so team norms for collusion checker stay consistent.

Authorship compares a learner with their own baseline. Collusion compares learners with each other. Keep policy language plain: what collusion checker drafts, what humans decide, and what is stored.

After rubric or automarking results enter your organisation's private similarity bank. Escalate only with evidence — quotes, pairs or reports — never with a score alone from collusion checker.
Get started

Try Similarity Scoring on a live demo

Explore the tool with sample work, or start free with welcome credits on your own account.