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Its videos run from 52 to 91 on a 0–100 scale, with a median of 78. That is a comparatively tight 39-point spread, so what you land on is fairly predictable. 63 of its 63 scored videos pass 40. 3% carry human-written subtitles rather than auto-generated ones.

63
videos scored
78
median difficulty
5291
full range
18 h
of material
B2-C1
vocabulary range

Read the vocabulary range as the channel’s own spread: in three of every four of its videos the vocabulary demand starts at the lower level or above, and stays at the upper one or below. The upper bound is how far the rare words reach, not how hard the speech is — a channel built on one specialised subject carries a high ceiling on perfectly ordinary sentences. For whether you can keep up, read the median difficulty next to it: that one is mostly about how fast people talk.

Where its videos actually sit

0
0
0
0
0
8
11
16
24
4
0101020203030404050506060707080809090100

Each bar counts this channel’s videos in one ten-point slice of the scale. A median alone hides that shape, which is why the ranking shows a range rather than a single level. Bars from 40 up are dimmed because the advanced shelf begins at 43 — that is the part of the channel that stops being an easy watch.

Its hardest videos — where the channel stops being easy

5 Projets pour devenir chaud en Hacking
score 91B2-C2~10,000 words40 minvery fastauto subs
Watch on YouTube ↗
Arrête de confondre Proxy, Load Balancer ou API Gateway
score 91B2-C1~15,000 words9 minvery fastauto subs
Watch on YouTube ↗
J'upgrade mon homelab éclaté mais surpuissant
score 91B2-C2~11,000 words9 minvery fastauto subs
Watch on YouTube ↗
Comment faire une infra prête pour la prod
score 90B2-C1~8,000 words12 minvery fastauto subs
Watch on YouTube ↗
Deviens celui qu’on appelle quand la BDD part en vrille
score 89B2-C1~7,000 words17 minvery fastauto subs
Watch on YouTube ↗
J'ai tracké tous les salaires des dev
score 89B2-C1~7,000 words8 minvery fastauto subs
Watch on YouTube ↗
Ya juste 6 concepts pour tout comprendre au DevOps.
score 89B2-C1~6,000 words10 minvery fastauto subs
Watch on YouTube ↗
Cette techno sur ton cv vaut +600€/mois
score 89B2-C1~7,000 words14 minvery fastauto subs
Watch on YouTube ↗
Comment ChatGPT tourne sur UN SEUL serveur de base de données ??
score 88B1-B2~5,000 words11 minvery fastauto subs
Watch on YouTube ↗
3 ados créent un NAS de 30Pb en un weekends et économisent 3 Millions.
score 88B2-C1~7,000 words12 minvery fastauto subs
Watch on YouTube ↗

These are shown as evidence of the channel’s spread, not as a playlist. To browse what to watch, use the finder on the French page.