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>
7.6 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 (2025-04-09) [date:low] M4 Macbook Pro 14’ 1 month review https://www.reddit.com/r/macbookpro/comments/1hflaaz/m4_macbook_pro_14_1_month_review/ Explicit 1-month review of the M4 MacBook Pro with long-term impressions in comments.
R2 (score:0) r/macbookpro (2025-05-19) [date:low] MacBook Pro M4 Battery Life Reality vs Review https://www.reddit.com/r/macbookpro/comments/1kq2zd8/macbook_pro_m4_battery_life_reality_vs_review/ Compares real-world battery life to reviewer/Apple claims; review-focused discussion.
R3 (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/ User experience report contrasting with glowing reviews; detailed performance/quality complaints.
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:61) 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 video about m4 macbook pro review
etP2Th9g2hM (score:55) 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 video about m4 macbook pro review
b4x8boB2KdI (score:55) Dave2D (2024-11-07) [1,057,988 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 video about m4 macbook pro review
uPe9spXLfZY (score:50) Created Tech (2025-07-07) [472,845 views, 5,082 likes] M4 MacBook Air vs M4 MacBook Pro - 4 Months Later https://www.youtube.com/watch?v=uPe9spXLfZY YouTube video about m4 macbook pro review
TfvIgdzImt4 (score:50) Hardware Canucks (2024-12-15) [325,597 views, 6,339 likes] The Macbook Pro M4 is Insane. https://www.youtube.com/watch?v=TfvIgdzImt4 YouTube video about m4 macbook pro review
a8Szdrnq0YM (score:49) 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 video about m4 macbook pro review
anIVewgtbFc (score:48) MacRumors (2024-12-17) [238,616 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 video about m4 macbook pro review
5rN6CEO31gM (score:48) Just Josh (2024-11-15) [154,306 views, 4,540 likes] MacBook Pro M4: Review & Recommendations https://www.youtube.com/watch?v=5rN6CEO31gM YouTube video about m4 macbook pro review
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 video about m4 macbook pro review
QbSQH_95eg8 (score:36) Tech It Easy (2026-02-01) [3,176 views, 55 likes] MacBook Pro M4 Pro Review: 1 Year Later! (Still Worth Buying in 2026?) https://www.youtube.com/watch?v=QbSQH_95eg8 YouTube video about m4 macbook pro review
Sources: ✅ Reddit: 3 threads ✅ X: 12 posts ✅ YouTube: 10 videos (3 with transcripts) ⏭️ HN: 0 stories found ⚡ Web: assistant will use WebSearch