How to compare Arabic LLMs in 30 seconds
Silent video: no voiceover, music or sound effects. This transcript repeats every on-screen word and describes each scene.
The film includes the topic label "Arabic LLM comparison", the note "Illustrative diagram", the TecnoStack logo and progress numbers 1, 2, 3, 4, 5, 6. Elements enter and leave during transitions; in portrait, the closing sign-off replaces the footer.

[0:00–0:05] Beat 1 of 6 (intro)
Kicker: Arabic LLM comparison
Headline: Evaluate your own Arabic tasks
Support: Public rankings only guide a shortlist
Diagram (decision paths): Candidate; Leaderboard; Your evaluation
Connections: Candidate → Leaderboard; Candidate → Your evaluation
Highlighted: Your evaluation
Scene: Branching diagram: Candidate, Leaderboard, Your evaluation. Connections: Candidate to Leaderboard; Candidate to Your evaluation. Emphasis: Your evaluation.

[0:05–0:10] Beat 2 of 6 (step1)
Kicker: 01
Headline: Pin each candidate checkpoint
Support: Record license, context and hosting
Diagram (evidence checklist): Checkpoint; License; Context; Hosting
Highlighted: Checkpoint
Scene: Comparison without scores: Checkpoint, License, Context, Hosting. Emphasis: Checkpoint.

[0:10–0:15] Beat 3 of 6 (step2)
Kicker: 02
Headline: Test how your users write
Support: Include dialects, spelling and mixed languages
Diagram (hub and spokes): Test set; Dialects; Mixed languages; Spelling
Connections: Test set → Dialects; Test set → Mixed languages; Test set → Spelling
Highlighted: Test set
Scene: Network: Test set, Dialects, Mixed languages, Spelling. Connections: Test set to Dialects; Test set to Mixed languages; Test set to Spelling. Emphasis: Test set.

[0:15–0:20] Beat 4 of 6 (step3)
Kicker: 03
Headline: Keep conditions comparable
Support: Review outputs without model names
Diagram (flow): Same tasks; Candidate; Blind review; Slice results
Connections: Same tasks → Candidate; Candidate → Blind review; Blind review → Slice results
Highlighted: Blind review
Scene: Flow: Same tasks, Candidate, Blind review, Slice results. Connections: Same tasks to Candidate; Candidate to Blind review; Blind review to Slice results. Emphasis: Blind review.

[0:20–0:25] Beat 5 of 6 (step4)
Kicker: 04
Headline: Check quality and deployment fit
Support: Both must meet your constraints
Diagram (decision paths): Candidate; Quality; Deployment
Connections: Candidate → Quality; Candidate → Deployment
Highlighted: Deployment
Scene: Branching diagram: Candidate, Quality, Deployment. Connections: Candidate to Quality; Candidate to Deployment. Emphasis: Deployment.

[0:25–0:30] Beat 6 of 6 (close)
Kicker: TECNOSTACK
Headline: Keep a repeatable evaluation
Support: Read the full guide
Diagram (timeline): Decision record; New release; Retest
Connections: Decision record → New release; New release → Retest
Highlighted: Retest
Sign-off: TecnoStack logo and tecnostack.com
Scene: Sequence: Decision record, New release, Retest. Connections: Decision record to New release; New release to Retest. Emphasis: Retest.