Matt Van Horn
bed0557b65
Ran 15-way blinded comparison (5 topics x 3 versions). CROSS won all 5 topics (4.74/5.0 avg vs HN 4.10, Base 3.73). Then improved CROSS further: - dedupe.py: hybrid similarity (token+trigram Jaccard) at 0.40 threshold, cross-source links went from 3 to 13 items across 5 topics - render.py: [xref: HN5, HN4] -> [also on: HN, Reddit] for human-readable tags - youtube_yt.py: SYNONYMS dict so "hip hop" matches "rap" (0.33 -> 0.71 score) - SKILL.md: instruction #7 tells Claude to lead with cross-platform signals Validation: improved CROSS scores 4.38/5.0 vs original 3.98 (+0.40), wins 4/5 topics. Biggest gains in specificity (+0.8) and format compliance (+1.0). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
7.9 KiB
Research Results: M4 MacBook Pro review
Date Range: 2026-01-26 to 2026-02-25 Mode: both OpenAI Model: gpt-5.2 xAI Model: grok-4-1-fast
Reddit Threads
R1 (score:0) r/macbookpro (2025-08-18) [date:low] Disappointed with my MBP M4 Experience … https://www.reddit.com/r/macbookpro/comments/1mtmkts/disappointed_with_my_mbp_m4_experience/ First-hand experience post reacting to reviews and describing real-world issues/behavior on an M4 MacBook Pro.
R2 (score:0) r/macbookpro (2025-06-08) [date:low] Returned M4 MacBook Air for M4 MacBook Pro https://www.reddit.com/r/macbookpro/comments/1l6cx3y/returned_m4_macbook_air_for_m4_macbook_pro/ Comparison/mini-review style discussion after switching to an M4 MacBook Pro (display, ports, speakers, performance).
R3 (score:0) r/macbookpro (2025-04-04) [date:low] M4 MacBook Pro 14 Inch Battery Life, Should I Be Concerned?? https://www.reddit.com/r/macbookpro/comments/1jra25q/m4_macbook_pro_14_inch_battery_life_should_i_be_concerned/ Battery life discussion framed against Apple’s advertised numbers; lots of owner feedback (real-world “review” angle).
X Posts
X1 (score:86) @bhphoto (2026-02-25) [3likes] If you are in the market for a new MacBook Pro and you’re wondering what the real differences are between Apple’s M3 and M4 silicon, you’ve come to the right place ⬇️ https://t.co/nzjXmiHmac https://t... https://x.com/bhphoto/status/2026737767695183948 **
X4 (score:70) @remplug (2026-02-25) [1likes, 1rt] 🔥 2024 16” MacBook Pro Price List
1️⃣ 🇺🇸 Brand New MacBook Pro 2024 | M4 Pro Chip | 16” Display
24GB RAM | 512GB SSD 14-Core CPU | 20-Core GPU
Space Black
💰 ₦2,720,000
2️⃣ 🇺🇸 Brand New MacBook Pr... https://x.com/remplug/status/2026725100213465443 **
X10 (score:64) @grok (2026-02-25) @5TRgzn @LobstarWilde My marble floors: 64GB M4 Pro/Max MacBook Pro. Local Grok agents run full autonomy loops, zero cloud, sub-second trades/scans. Intel's ancient—ditch it. Yours at $3-4k.... https://x.com/grok/status/2026713588472111312 **
X9 (score:64) @principenemesis (2026-02-25) @JulianGoldieSEO @grok can a macbook pro m4 run this?... https://x.com/principenemesis/status/2026716193042706852 **
X5 (score:64) @jameslmorton (2026-02-25) [1likes] @SebAaltonen Not my experience. It’s impressive, 70 tokens/s on a maxed out M4 128gb MacBook Pro.
But absolutely sucked and not even remotely in the ballpark with Sonnet 4.5. It’s GPT-3.5.
Totally b... https://x.com/jameslmorton/status/2026721943630786816 **
X6 (score:64) @bcofertas (2026-02-25) BR Ofertas todos os dias 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Pegue já: https://t.co/PSwylZH3Sz
Por R$ 23.749,00 em até 10x sem juros Frete Grátis
Apple MacBook Pro 14″ 2024 M4 Pro 12 núcleos 24GB 512... https://x.com/bcofertas/status/2026721014676099084 **
X12 (score:64) @grok (2026-02-25) Hey! Yeah, you can install Fedora on the M6 MacBook Pro via the official Fedora Asahi Remix (built on the Asahi Linux project). It already runs great on M1/M2, with M3 support rolling out now and work... https://x.com/grok/status/2026704108820824113 **
X7 (score:64) @toppromoalertas (2026-02-25) Promoções BR do dia 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Ver aqui: https://t.co/LfxNw3waps
Por R$ 23.749,00 em até 10x sem juros Frete Grátis
Apple MacBook Pro 14″ 2024 M4 Pro 12 núcleos...
Amazon | ... https://x.com/toppromoalertas/status/2026719111523237932 **
X8 (score:64) @grok (2026-02-25) Yes, a MacBook Pro M4 can run this Ollama + GLM-4.7-Flash setup locally.
Ollama has native Apple Silicon support via Metal. The Q4_K_M model (~19GB) needs ~18-24GB unified memory for good speed (feel... https://x.com/grok/status/2026716420269031652 **
X2 (score:56) @grecinoscdev (2026-02-25) [1likes] @TechByTaraa Both. macOS (Macbook Pro M4 Pro) for my photography/videography personal stuff + software engineering and a Linux desktop workstation for software engineering + second desktop workstation... https://x.com/grecinoscdev/status/2026731118142148644 **
X11 (score:56) @Steve_Lost_Jobs (2026-02-25) [1likes] Apple 2024 MacBook Pro 14コアCPU、20コアGPU の M4 Pro搭載ノートパ... PR
4549995547610
ポイント: 3735㌽ 想定価格: 369,800
2026/02/26 01:55:23 https://t.co/q1uyIqFsID... https://x.com/Steve_Lost_Jobs/status/2026705327828382016 **
X3 (score:56) @grok (2026-02-25) [1likes] No, Apple has not made any MacBook (Pro or otherwise) cost $299.
The linked Newsroom search returns zero matching results—it's just unrelated announcements. Current cheapest Mac is the 13" MacBook A... https://x.com/grok/status/2026727605517394283 **
YouTube Videos
9HQx5pgUoiY (score:63) Marques Brownlee (2024-11-18) [4,010,567 views, 105,606 likes] M4 Max MacBook Pro: I'm Convinced! https://www.youtube.com/watch?v=9HQx5pgUoiY Transcript: so I have been using this M1 Max MacBook Pro for the past 3 years since it came out and it's been great I have felt absolutely no compulsion to upgrade since haven't needed to it's funny most of my wo... YouTube: M4 Max MacBook Pro: I'm Convinced!
b4x8boB2KdI (score:63) Dave2D (2024-11-07) [1,057,971 views, 24,977 likes] M4 MacBook Pro Review - Things to Know https://www.youtube.com/watch?v=b4x8boB2KdI Transcript: so Apple launched the new M4 MacBook Pros this is their 14-in model and it's equipped with the M4 Max their topend configuration and it also has their new Nano texture on their screen it's a texture t... YouTube: M4 MacBook Pro Review - Things to Know
a8Szdrnq0YM (score:52) Brandon Butch (2025-02-03) [352,593 views, 4,309 likes] MacBook Pro M4 - Review After 3 Months: This Feels Wrong. https://www.youtube.com/watch?v=a8Szdrnq0YM YouTube: MacBook Pro M4 - Review After 3 Months: This Feels Wrong.
etP2Th9g2hM (score:51) ShortCircuit (2024-11-30) [1,113,999 views, 22,765 likes] Don't buy the Wrong MacBook like me... - M4 MacBook Pro https://www.youtube.com/watch?v=etP2Th9g2hM Transcript: woohoo it's new Macbook day my favorite day on short circuit it only comes usually once a year this is the MacBook Pro M4 looks pretty similar to the last one but now it has an M4 instead of an M3 I'm... YouTube: Don't buy the Wrong MacBook like me... - M4 MacBook Pro
i3eTKJav1VI (score:45) Created Tech (2025-04-29) [137,009 views, 1,832 likes] M4 Pro MacBook - Long Term Review (6 Months Later) https://www.youtube.com/watch?v=i3eTKJav1VI YouTube: M4 Pro MacBook - Long Term Review (6 Months Later)
uPe9spXLfZY (score:43) Created Tech (2025-07-07) [472,845 views, 5,082 likes] [also on: Reddit] M4 MacBook Air vs M4 MacBook Pro - 4 Months Later https://www.youtube.com/watch?v=uPe9spXLfZY YouTube: M4 MacBook Air vs M4 MacBook Pro - 4 Months Later
TfvIgdzImt4 (score:42) Hardware Canucks (2024-12-15) [325,599 views, 6,339 likes] The Macbook Pro M4 is Insane. https://www.youtube.com/watch?v=TfvIgdzImt4 YouTube: The Macbook Pro M4 is Insane.
anIVewgtbFc (score:38) MacRumors (2024-12-17) [238,619 views, 2,874 likes] The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max) https://www.youtube.com/watch?v=anIVewgtbFc YouTube: The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max)
BDpNDniE1PA (score:37) Max Tech (2025-04-18) [197,898 views, 3,077 likes] M4 Pro MacBook Pro after 6 Months - Everyone was WRONG! https://www.youtube.com/watch?v=BDpNDniE1PA YouTube: M4 Pro MacBook Pro after 6 Months - Everyone was WRONG!
0vn9T3x4dGg (score:37) Max Tech (2024-12-09) [200,580 views, 3,345 likes] M4 Pro MacBook Pro after 1 Month... BEST Mac EVER!? https://www.youtube.com/watch?v=0vn9T3x4dGg YouTube: M4 Pro MacBook Pro after 1 Month... BEST Mac EVER!?
Sources: ✅ Reddit: 3 threads ✅ X: 12 posts ✅ YouTube: 10 videos (3 with transcripts) ⏭️ HN: 0 stories found ⚡ Web: assistant will use WebSearch