How your English speaking score is calculated

After every call, YoFluent scores your speaking out of 100 on four skills: pronunciation, fluency, grammar and vocabulary. This page explains exactly how, which standards we follow, and what the scores can and can’t tell you.

By The YoFluent teamUpdated 9 min read

The YoFluent cat thinking next to the title: How your speaking score works
On this page
  1. The standards we follow
  2. Pronunciation: how clearly you say each sound
  3. Fluency: pace, pauses and speaking at length
  4. Grammar: accuracy and range
  5. Vocabulary: range and less common words
  6. From four skills to one score and a CEFR level
  7. A full example, and try it yourself
  8. What the score can and can’t tell you
  9. How to raise each score
  10. FAQ
  11. Sources

The standards we follow

Our scoring follows how spoken English is assessed by official exams and by the best-known automated speaking tests. We didn’t invent new skills; we took the ones examiners already use.

StandardWhat we took from it
IELTS SpeakingFour criteria weighted equally: fluency, vocabulary, grammar (range and accuracy), pronunciation (including intonation).
CEFR (Council of Europe)The six levels A1–C2, and the descriptions of range and accuracy we use to rate grammar and vocabulary.
Pearson VersantFour sub-scores, and turning the overall score into a CEFR level with fixed bands.
ELSA, SpeechaceFluency from speaking pace and pauses; grammar as accuracy and range.
Fluency researchThe two measures that track speaking level best: speech rate and the number of words between pauses.
Microsoft AzureSound-by-sound pronunciation measurement, used the way Microsoft recommends for free speech.

Pronunciation: how clearly you say each sound

Pronunciation is measured from your voice, not from the transcript. Each answer you record is checked by Microsoft’s pronunciation assessment, which scores every sound (phoneme) against how a native speaker says it, in the American or British accent you chose.

  • Sound accuracy (70%): how closely your sounds match, averaged over the call. Longer answers count more than one-word ones.
  • Intonation (30%): stress, rhythm and the rise and fall of your voice, where it can be measured (American English).

One adjustment: the raw measurement sits high for anyone who is understandable. In our first calls, learners from A1 to B1 all got between 82 and 87, so the number barely told them apart. We spread it over the full scale (a raw 50 becomes 0, a raw 97 becomes 100), so a real difference in clarity shows up as a real difference in your score.

Your report also shows every sentence and word, coloured by how clear it was, and lets you practise the hardest words. Those detailed percentages are the raw measurement.

Fluency: pace, pauses and speaking at length

Fluency is measured from the timing of your words. Research on second-language speaking finds that two timing measures track a speaker’s level best: speech rate and mean length of run, the average number of words you say between pauses. We use both, plus how much you say per answer.

Part (weight)From 0 to 100
Speech rate (30%)60 words a minute (word by word) is 0; 150, a relaxed native pace, is 100
Words between pauses (30%)2 words between pauses of 0.4 seconds or more is 0; 10 or more is 100
Answer length (20%)3 words per answer is 0; 14 or more is 100 (IELTS: “speaks at length”)
Smoothness (20%)Microsoft’s fluency measure of your silent breaks, spread like pronunciation

Answer length matters because very short replies are easy to say quickly. Without it, someone who only says “yes” and “I like it” could look more fluent than someone explaining a real story.

Grammar: accuracy and range

Like IELTS, we score grammar on two things: how correct it is and how much grammar you use. Simple, correct sentences are good, but they don’t score like complex ones.

  • Accuracy (50%): an AI reviews the transcript and marks every real error, “minor” or “major” (major only if it changes or hides the meaning). Each error costs 3 points per 100 words you said; a major error counts double. On short calls the score is pulled toward what your level usually scores, so 20 error-free words can’t give a perfect score.
  • Range (50%): the AI rates the grammar you used against CEFR descriptions, from A1 (memorised phrases, simple present) through B1 (connected sentences, present perfect, comparisons) to C1–C2 (a wide range of complex structures). The rated level is worth these points:
Rated rangePoints
A1 · Beginner30
A2 · Elementary45
B1 · Intermediate60
B2 · Upper intermediate75
C1 · Advanced88
C2 · Proficient96

Example: 80 words with 3 minor errors and 1 major error (5 weighted errors, 6.25 per 100 words) gives about 80 for accuracy. With B1 range (60), grammar is 70.

Vocabulary: range and less common words

Vocabulary is half rated, half counted.

  • Range (50%): the AI rates your vocabulary against CEFR descriptions, from everyday words for routine matters (A2) to varied, precise words with little searching (B2) and natural idiom (C2). Same points as for grammar.
  • Beyond the basics (50%): the share of your words that are not among the few hundred most common English words (like “go”, “good”, “thing”). 10% is 0 and 45% is 100. In our first calls, A1–A2 learners used about 20% and B1 learners about 30%.

Example: 80 words, 20 of them beyond the basics (25%), with B1 range: vocabulary is 51.

We tried measuring variety instead (how many different words you use), but on calls of about 50 words almost everyone scored the same, so it didn’t help.

From four skills to one score and a CEFR level

Your overall score is the average of the four skills, each worth 25%, as in IELTS. If a skill couldn’t be measured (for example, no audio was recorded), the others share its weight.

Your level is then read from the overall score with fixed bands, the way Pearson turns its test scores into CEFR levels. So you’ll never see a high score next to a low level, or the other way round.

LevelOverall score
A1 · Beginner0–51
A2 · Elementary52–62
B1 · Intermediate63–75
B2 · Upper intermediate76–85
C1 · Advanced86–93
C2 · Proficient94–100

We set these bands on our first real calls so that the level from your score matched the AI’s overall judgement of each call. They agreed on most calls and were never more than one level apart, which is about how often two human examiners disagree. The A1–B1 bands rest on real calls; the higher bands follow the same spacing and will be adjusted as more people use the app.

A full example, and try it yourself

One call, scored

Pronunciation
73 (sound accuracy 86 and intonation 80, spread over the scale)
Fluency
56 (100 words a minute, 5 words between pauses, 12 words per answer)
Grammar
70 (5 weighted errors in 80 words, B1 range)
Vocabulary
51 (25% beyond the basics, B1 range)
Overall
63, so B1 · Intermediate

Try it

Move the four skill scores to see the overall score and level they give.

Overall score63 / 100
Level (scores 63–75)B1 · Intermediate

What the score can and can’t tell you

  • It’s for practice, not a certificate. Official exams like IELTS use trained examiners and set tasks; use them when you need a recognised result.
  • Short calls are less reliable. We need at least 20 words to give a score, and a few minutes of real answers give a much better one. The home screen averages your last three calls for the same reason.
  • Your accent is not a mistake. Pronunciation measures how clear each sound is, not whether you sound like a native speaker. Clear speech with an accent scores well.
  • The AI can be wrong. It finds errors and rates range, but the timing and sound measurements don’t depend on it, and each error in your report is shown with its correction, so you can check.
  • We’ll keep improving it. The calibration uses our first calls. As more people practise, we’ll check it again, especially for advanced speakers, and update this page.

How to raise each score

  • Pronunciation: practise the words your report marks in red, and the sounds learners find hardest: the TH sound, word stress, linking sounds.
  • Fluency: answer in full sentences and add a reason or an example; don’t stop after a few words. More ideas in how to speak English fluently.
  • Grammar: fix the errors your report lists, then try one new structure per call, such as “I’ve never…” or “If I had…”.
  • Vocabulary: use the new words your report suggests in your next call, and replace basic words with precise ones (“delicious” for “very good”). Start with daily use words.

Frequently asked questions

How is the YoFluent speaking score calculated?

The YoFluent speaking score is the average of four skills, each worth 25%: pronunciation (measured sound by sound from your voice), fluency (speech rate, words between pauses and answer length), grammar (accuracy and range) and vocabulary (range and less common words). Your CEFR level is then read from that overall score.

What speaking score is B1 or B2 on YoFluent?

On YoFluent, an overall speaking score of 63 to 75 is B1 (intermediate) and 76 to 85 is B2 (upper intermediate). 52 to 62 is A2, 86 to 93 is C1 and 94 or more is C2.

Is the YoFluent score the same as an IELTS score?

No. YoFluent uses the same four skills as IELTS speaking, weighted equally, and estimates a CEFR level, but it is a practice score from short conversations, not an official IELTS band. Use it to track your progress between calls.

Why is my pronunciation score lower than the percentages on my sentences?

The sentence and word percentages in a YoFluent report are the raw clarity measurement, which is high for any understandable speech. The pronunciation skill score spreads that measurement over the full 0–100 scale and adds intonation, so differences between learners are visible.

Does my accent lower my YoFluent pronunciation score?

An accent on its own does not lower the YoFluent pronunciation score. It measures how clearly each sound is produced, so clear speech with an accent scores well; sounds that change the word, like “ship” for “sheep”, lower it.

How can I get a higher English speaking score?

To raise your speaking score, answer in full sentences with reasons and examples, fix the errors your report lists, use the new words it suggests, and practise the words it marks as unclear. Regular short calls help more than an occasional long one.

See your four scores

Have a voice conversation with an AI tutor and get your pronunciation, fluency, grammar and vocabulary scores, with every error and unclear word explained. Free for 3 days.

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Sources

  1. Use pronunciation assessment, Microsoft Learn
  2. IELTS Speaking band scores and descriptors, IELTS Beacon
  3. Common Reference Levels: global scale (Table 1), Council of Europe
  4. Qualitative features of spoken language (CEFR Table 3), Council of Europe, CEFR Companion Volume
  5. Versant English Test: Test Description and Validation Summary, Pearson
  6. What do the measures of utterance fluency employed in automatic speech evaluation tell us about oral proficiency?, Language Assessment Quarterly
  7. Understanding your ELSA score, ELSA
  8. Automatic CEFR and TOEIC scoring for spoken languages, Speechace