Which AI tools and models are worth paying for, and which are not.
Reviews, verified pricing and head-to-head comparisons of AI models, agents, coding assistants and image, video and voice tools, from running them in production rather than a demo. Prices checked the week each piece goes out; new pieces most days.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Mercor Competitors in 2026: Scale AI, Surge AI, Turing, micro1, Handshake AI and Toptal
Compare six Mercor competitors for expert data, model evaluations and contract talent. Choose managed delivery or specialists you direct.Nov 9, 2026AI
Perplexity vs Grok
Perplexity for sourced work research, Grok for live X discussion. Compare reasoning, free access, current subscriptions and team controls.Nov 8, 2026AI
What Model Does Perplexity Use? Sonar and Model Choice
See which models Perplexity uses, what Pro and Max can select, how Sonar differs from Best, and why Research chooses its own models.
Nov 8, 2026AI
ChatGPT File Upload Limit
ChatGPT upload limits by plan: file sizes, daily and rolling caps, Projects, storage, and what to do when an upload fails.Nov 7, 2026AI
Fireflies AI Review
Fireflies.ai for small teams: transcripts, summaries, search, CRM handoffs, plan limits and privacy. When to choose Granola or Otter instead.Nov 7, 2026AI
Microsoft Scout
What Microsoft Scout can do in the background, which actions need approval, and the licences and two admin gates required for a Frontier pilot.Nov 6, 2026AI
ChatGPT Enterprise: What It Adds Beyond Business
What ChatGPT Enterprise adds beyond Business: identity, data controls, apps, analytics and usage rules, plus a practical rollout checklist.Nov 6, 2026AI
ChatGPT Go vs Plus
Choose ChatGPT Go for daily chat or Plus for deeper research and coding. Compare models, limits, Work access and December’s Plus allowance change.Nov 6, 2026AI
Atlassian Rovo: Search, Chat, Agents and Studio
What Rovo does in Jira and Confluence: Search, Chat, Agents, Studio, connectors, a first-week agent plan, data controls and honest limits.Nov 5, 2026AI
AnythingLLM: Private Document Chat for Your Team
Understand AnythingLLM Desktop, Docker and Cloud, where document data goes, and how to set up private document chat for a five-person team.Nov 5, 2026AIThe other lanes.Pick the one you came for.
354 pieces
Build
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.252 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run252–275 / 323
Gemini Review (Verified August 2026)
Google Gemini review with verified August 2026 pricing, live workflows, privacy limits, and a clear choice against ChatGPT and Claude.Aug 3, 2026AI
Gemini Pricing (2026): The $4.99 Plan Wins for Most People
Gemini costs $0 to $199.99 a month. See every plan, live limits, API rates, hidden credit costs, and the tier that pays back.Aug 2, 2026AI
Shopify Pricing (2026): Basic Until Staff or $25K/Month
Shopify starts at $5 for Starter or $29/month billed yearly for Basic. See every plan, card fee, break-even point, and hidden cost.Aug 2, 2026AI
Codex Review (Verified August 2026)
A verified Codex review covering pricing, local and cloud workflows, code review, privacy, limitations, and who should choose an alternative.Aug 2, 2026AI
Claude Review (Verified August 2026)
Claude Pro is the $20 choice for sustained knowledge work. See every tier, four workflows, cost-per-outcome math, agent risks, and alternatives.Aug 2, 2026AI
Best AI Financial Advisors in 2026: Origin vs PortfolioPilot vs Cleo vs Wealthfront (Verified August 2026)
Origin, PortfolioPilot, Cleo, and Wealthfront compared on live prices, regulation, data access, and when a human fiduciary still wins.Aug 2, 2026AI
Perplexity Review (Verified August 2026)
Perplexity Pro is the $20 choice for source-first research. See every tier, four workflows, Computer credit costs, privacy limits, and alternatives.Aug 2, 2026AI
Is Claude Free? Claude Pricing (2026): Where the Free Plan Stops
Claude is free, but limits reset every five hours. See every 2026 plan, exact prices, hidden usage costs, API math, and when paying makes sense.Aug 2, 2026AI
ChatGPT Review (Verified August 2026)
ChatGPT Plus is the $20 choice for daily work. See every current plan, four practical workflows, concrete limits, privacy, and who should skip it.Aug 1, 2026AI
Shopify Review (Verified August 2026)
Shopify is worth it for commerce-first brands, but fees, staff limits, app costs, and checkout control change the call. Pricing verified August 2026.Aug 1, 2026AI
ChatGPT Pricing (2026): Plus Is the $20 Sweet Spot
ChatGPT costs $0 to $200 monthly. Compare Free, Go, Plus, Pro, Business, API rates, limits, credits, and the tier that pays back.Aug 1, 2026AI
Best AI Wearables in 2026: Friend, Omi, Plaud, Bee, Meta and Oura (Compared)
Six current AI wearables compared on utility, privacy, live pricing, and first-year cost, with named alternatives and dead products to avoid.Aug 1, 2026AI
Best AI Summarizer 2026: NotebookLM vs Claude vs ChatGPT vs QuillBot (Compared)
NotebookLM wins source-grounded research. Compare 8 AI summarizers for long documents, PDFs, meetings, YouTube, and phone calls.Jul 31, 2026AI
Best AI Research Tools in 2026: Elicit vs Consensus vs Scite vs NotebookLM vs Perplexity (Compared)
Compare Elicit, Consensus, Scite, NotebookLM, Perplexity, ResearchRabbit, and Semantic Scholar by evidence job, limits, and live price.Jul 31, 2026AI
Best AI Transcription in 2026: Sonix vs Otter vs Descript vs Fireflies (Compared)
Compare 7 AI transcription tools by workflow, live 2026 pricing, limits, privacy controls, and the cost at 10 hours or five seats.Jul 30, 2026AI
Ollama Alternatives in 2026: LM Studio, vLLM, llama.cpp, and Jan (Verified July 2026)
Ten Ollama alternatives compared for desktop, Apple Silicon, private APIs, mobile deployment, and production serving. Verified July 2026.Jul 29, 2026AI
Best AI Search Engine 2026: Perplexity vs Google AI Mode vs ChatGPT Search vs Brave vs Consensus (Compared)
Perplexity, Google AI Mode, ChatGPT Search, Brave, and Consensus compared on sources, privacy, current pricing, and the limits that decide.Jul 29, 2026AI
DeepSeek vs ChatGPT
DeepSeek wins on API cost; ChatGPT wins as an all-purpose work assistant. Compare live pricing, privacy, benchmarks, and switching costs.Jul 29, 2026AI
Gemini vs Claude
Gemini vs Claude, compared with live pricing, normalized API costs, current benchmarks, and switching costs for buyers choosing one.Jul 28, 2026AI
Best AI Chatbot 2026: ChatGPT vs Claude vs Gemini vs Perplexity vs SiteGPT (Compared)
ChatGPT wins overall, Claude for writing and code, Perplexity for research, Gemini for Google users, and SiteGPT for website support. Prices verified.Jul 28, 2026AI
Character AI Alternatives in 2026: Kindroid, Nomi, NovelAI & More (Verified July 2026)
10 Character AI alternatives ranked for memory, story control, privacy, and builders. Prices and limitations verified July 2026.Jul 28, 2026AI
Claude Opus 5 and the Effort Dial: Spend More Compute Only When the Work Deserves It
Claude Opus 5 costs half as much as Fable 5. Learn when its five effort levels save money, when to escalate, and what breaks during migration.Jul 26, 2026AI
How to Pick an Open-Source AI Coding Agent: 9 Tools, Four Different Jobs
Nine open-source AI coding agents compared by workflow, license, privacy, setup, and the point each breaks, with current costs and replacements.Jul 25, 2026AI
Meta AI's New Email and Calendar Agent: Set the Approval Boundary First
Meta AI can now plan from email and calendar context. See what shipped, what is undisclosed, and the approval boundary to set first.Jul 25, 2026AIPrefer this site in Google
Add as a preferred sourceon GoogleMark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.