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.
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, 2026AI
Kimi vs DeepSeek
Kimi vs DeepSeek for builders: compare current models, long agent tasks, tools, open weights, licensing and hosting.Nov 5, 2026AIThe other lanes.Pick the one you came for.
351 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.249 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 run132–155 / 322
Manus Alternatives in 2026: ChatGPT Agent, Runable, Genspark, Claude and More
Compare seven Manus alternatives by job, from Runable and Genspark to ChatGPT and Claude, with current prices, credit rules and clear reasons to switch.Oct 12, 2026AI
Gemini vs Perplexity
Choose Gemini or Perplexity for work research: cited answers, reports, Drive access, data controls, and verified costs for one seat and ten.Oct 12, 2026AI
Hermes Agent vs OpenClaw
Compare Hermes Agent and OpenClaw for business errands: learned skills, chat routing, security, migration, and the same model workload priced on both.Oct 12, 2026AI
Notion AI vs ChatGPT
Notion AI vs ChatGPT for teams already in Notion: compare workspace answers, analysis, agents, controls, and the budget for 10 people.Oct 11, 2026AI
Copilot vs ChatGPT: Which AI Assistant Should Your Team Choose?
Choose Microsoft 365 Copilot or ChatGPT Business by workflow, admin controls and seat costs, with 10- and 50-person budget calculations.Oct 11, 2026AI
Claude Opus 5.5 for Agents and Coding: Costs and Fit
Claude Opus 5.5 pricing, limits and plan access, plus when founders should choose it over Sonnet 5.5, Haiku 5.5 or Fable 5.1.Oct 11, 2026AI
Gamma Alternatives in 2026: Beautiful.ai, Prezi and More
Compare Gamma alternatives for brand control, editable PowerPoint and Google Slides, pitch decks and live talks. Current plans and clear tradeoffs.Oct 11, 2026AI
Reflection AI Beam: What It Means for Coding and Agents
Reflection AI Beam explained: October release plans, vendor benchmark claims, beta access and whether builders should wait before switching models.Oct 10, 2026AI
Claude for Google Workspace
How to install and deploy Claude in Docs, Sheets and Slides, control edits, and test the paid-plan beta with three practical team workflows.Oct 10, 2026AI
Claude Dashboards
Set up Claude Dashboards beta, inspect SQL and refresh timestamps, check a sales metric, and decide when to keep your BI tool.Oct 10, 2026AI
Granola AI Review
Granola reviewed for business meetings: bot-free notes, current pricing, templates, recipes, consent, platform limits and who should choose an alternative.Oct 10, 2026AI
Fyxer Review
Fyxer reviewed through current pricing, help docs and public feedback: inbox sorting, drafts, meetings, privacy and who should pay for Pro or Team.Oct 9, 2026AI
GPT 6 Explained: Models, Release Dates, Access, and Prices
GPT-6 Astra, Sol, 6.1 Sol and Luna explained: release dates, ChatGPT plan access, Work and Codex availability, and verified API costs.Oct 9, 2026AI
Is ChatGPT Free? What You Get for $0
Yes. See what ChatGPT Free includes, its work limits, ads, account access, and when the $8 Go or $20 Plus plan is worth paying for.Oct 9, 2026AI
Gemini Enterprise: What It Is and When to Pilot
Gemini Enterprise explained for IT leads: Gemini agent availability, connectors, identity, spend caps, pricing and a 30-day Plus pilot.Oct 9, 2026AI
Marblism Review
Marblism's seven AI employees, current plans, shared-hour costs, dated public reviews and the jobs that still need human approval.Oct 9, 2026AI
Claude Haiku vs Sonnet
Haiku 5.5 vs Sonnet 5.5 for ticket classification, long summaries and coding subagents, with current API rates and three monthly budgets.Oct 8, 2026AI
Claude Haiku 5.5: Pricing and When to Switch
Claude Haiku 5.5 pricing, the 100K prompt threshold, and a monthly bill versus Haiku 4.5 and Sonnet 5.5. Which work should you move?Oct 8, 2026AI
Otter AI Alternatives: Granola, Krisp, MeetGeek, Circleback and Claap
Choose Granola, Krisp, MeetGeek, Circleback or Claap by the job. Compare live prices, free limits, bot-free capture and CRM handoffs.Oct 8, 2026AI
Mistral Large 4: Pricing, Open Weights, and When to Use It
Mistral Large 4: verified API prices, the launch offer, claimed benchmarks, and when to test the preview or wait for self-hosting.Oct 7, 2026AI
Lindy AI Review (Verified October 2026)
Lindy AI review: current plans, credit costs, email and meeting setup, integration limits, and when Gumloop, n8n or Marblism fits better.Oct 7, 2026AI
Mistral Pricing (2026): API Costs and Vibe Seats
Mistral API rates, Le Chat and Vibe plans, free limits, EU hosting costs and a worked monthly bill. Verified October 2026.Oct 6, 2026AI
Claude Skills
Use Claude Skills across the apps, Claude Code and API. Build a weekly client-report skill file by file, then install and share it.Oct 6, 2026AI
AI Employee: What It Does, Costs, and How to Start
What AI employees can do, current prices for six tools, and how to pick one role, keep human review and measure a 30-day pilot.Oct 6, 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.