Reviews
Hands-on, stress-tested reviews of AI tools. (23 stories)
AI coding assistants, tested: Claude Code vs Copilot vs Cursor
Three tools, one verdict: Claude Code leads on hard multi-file work, Copilot wins on price and IDE reach, and Cursor is the best daily driver for IDE-first developers.
AI browsers that do the clicking: tested on real errands
We put agentic browsers — OpenAI's Atlas, Perplexity's Comet, and Dia — through booking, form-filling, and research tasks, and checked the benchmarks. They're genuinely useful for research and prep work, but still stall at checkout, logins, and anything requiring judgment about money.
AI image tools in 2026: Midjourney vs GPT Image 2.5 vs Flux
Three image generators now lead for different reasons: Midjourney for cinematic realism, GPT Image 2.5 for editing control and legible text, and Flux 2 for speed, prompt accuracy, and open-weight flexibility. Here's which fits which creative job.
AI legal tools, reviewed: Harvey vs Spellbook for contract review
Harvey is the enterprise-grade legal AI for big firms; Spellbook is the Word-native redlining copilot for commercial lawyers. We compare how each handles a real contract-redlining workflow — features, pricing, security, and where a human lawyer still has to sign off.
AI meeting notetakers, tested: Otter vs Fireflies vs Granola
Otter.ai, Fireflies.ai, and Granola all promise to take your meeting notes for you. After a month of real meetings across all three, the real differences are the bot in your call, the summary quality — and what happens to your data afterward.
AI music generators compared: Suno vs Udio
Same brief, two generators, one keeper. Suno's v5.5 leads on natural vocals, full-length songs, and downloadable masters — while Udio's licensing transition has gutted its exports. Here's how they actually compare in September 2026.
AI photo editors compared: Firefly vs Luminar vs free alternatives
Retouching, relighting, and generative fill on real photos: we compare Adobe's Firefly-powered Photoshop workflow, Skylum's Luminar Neo, and the genuinely usable free alternatives to find out what paid tools actually justify.
AI slide builders, tested: Gamma vs Beautiful.ai
From rough outline to board-ready deck — we ran the same presentation brief through Gamma and Beautiful.ai to find out which builder produces slides you'd actually present.
AI search, tested: Perplexity vs ChatGPT Search vs Google
I put fifty research queries through Perplexity, ChatGPT Search, and Google to see which one actually gets facts right — and which citations you can trust.
AI resume screeners, audited: bias, accuracy, and the EU rules
Identical-resume audits show AI screening tools favor white-coded names 85% of the time and exclude Black male candidates entirely. We review the evidence, how to audit your own tools, and what the EU AI Act now demands.
AI website builders, tested: from prompt to published page
We gave the same business brief to Wix AI and Hostinger's AI builder, then published a real site with each — and graded the results on design, SEO fundamentals, and how easy the sites were to actually edit.
AI voice cloning, tested: ElevenLabs vs PlayHT
Sixty seconds of audio is all it takes to clone a voice. We compare ElevenLabs' realism against PlayHT's volume-and-variety playbook — plus the consent controls and guardrails both put around the tech. (Note: PlayHT was acquired by Meta and shut down in December 2025; this review covers its final-era performance.)
AI data analysts, tested: uploading a messy CSV to three tools
We put ChatGPT, Claude, and Julius AI through the same messy CSV — inconsistent dates, missing values, ambiguous columns — to find out which one produces real insights and which ones hallucinate confident nonsense.
AI email triage, tested: does it actually clear your inbox?
I put AI triage tools through a two-week test protocol — auto-sorting, AI summaries, and drafted replies — to find out which ones actually save time and which just move the work around.
AI research assistants compared: NotebookLM, Perplexity, Elicit
Three tools promise to fix the literature review. We ran the same review workflow through Google's NotebookLM, Perplexity, and Elicit to see which one actually reads your sources — and which ones just find them.
AI headshots, tested: which generator survives a hiring manager's glance
We ran the same face through five AI headshot generators — Aragon, HeadshotPro, BetterPic, Secta Labs, and StudioShot — and had them judged blind. Here's which ones pass as real studio photography and which ones give themselves away.
AI Support Agents, Reviewed: Intercom Fin vs Zendesk AI
Two support giants, two AI agents, two very different ways of counting a 'resolution.' We compare Intercom Fin and Zendesk AI on resolution rates, how honestly they bill, and how well they hand off to humans.
AI video generators compared: Sora vs Veo vs Runway
Same prompts, same scenes: we put OpenAI's Sora, Google's Veo 3.1, and Runway's Gen-4.5 head-to-head on realism, motion, and editability — with a verdict shaped by one big fact: Sora is days from shutdown.
The 7 best AI writing assistants, compared
ChatGPT, Claude, Jasper, Copy.ai, Writesonic, Grammarly, Notion AI — seven writing tools tested against real drafting, editing, and SEO workflows. Here's which one fits which writer, with honest trade-offs.
Semrush's AI toolkit for content marketing, tested
Semrush has layered AI across its SEO and content platform — from ContentShake AI to the SEO Writing Assistant. I ran a real content workflow through it to see what's genuinely useful and what's just AI branding.
HubSpot Breeze AI: the CRM copilot for lean teams
HubSpot's Breeze layer puts AI copilots and agents inside the CRM — drafting emails, enriching records, prospecting. I tested it as a lean team would: does it save real hours, or just add AI sparkle to the dashboard?
Running open models locally: LM Studio vs Ollama vs Jan
Same model, three apps. We compared Ollama, LM Studio, and Jan on setup friction, daily usability, and speed — here's which local LLM runner actually fits your life.
Voice AI Assistants Compared: ChatGPT Voice vs Gemini Live
ChatGPT's full-duplex GPT-Live and Google's Gemini 3.8 Live both promise hands-free conversations that feel like talking to a person. We compare them on latency, interruption handling, multilingual ability, and real-world usability.