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 run300–323 / 323
Gemini CLI vs Claude Code (2026): What to Use Before June 18
Google retires Gemini CLI on June 18, 2026. How it compares to Claude Code on price, models, and limits, and what to actually run next.Jun 7, 2026AI
Codex vs Claude Code vs Cursor: Which AI Coding Agent to Use in 2026
Codex, Claude Code, and Cursor compared for 2026: pair, delegate, or dispatch. Real pricing, current models, and the one rule that picks one.Jun 5, 2026AI
Cursor vs GitHub Copilot (2026): Which AI Coding Tool to Pay For
Cursor is the standalone AI editor with its own fast Composer model. GitHub Copilot is the multi-model plugin in your IDE. Which to pay for in 2026.Jun 4, 2026AI
Claude vs ChatGPT vs Gemini (2026): Which $20 Plan to Actually Pay For
Claude Pro, ChatGPT Plus, and Google AI Pro all cost about $20. Which wins for coding, writing, and research, and the rule that picks for you.Jun 2, 2026AI
NotebookLM Alternatives (2026): What to Actually Use, Matched to the Job
NotebookLM's podcasts are unmatched, but its 50-source cap and lock-in push people out. The 5 best alternatives in 2026, matched to what you do.Jun 2, 2026AI
Perplexity vs ChatGPT (2026): Which to Pay For
Both cost $20/mo and Perplexity runs the same GPT and Claude models as ChatGPT. So the real call is interface, not IQ. Here's which to pay for.Jun 1, 2026AI
Grok vs ChatGPT: Which AI Is Actually Better in 2026?
A current, price-honest head-to-head of Grok 4.3 and ChatGPT: real 2026 pricing, the axis that decides, and which to pay for.Jun 1, 2026AI
10 Best AI Coding Assistants in 2026 (Real Pricing)
The 10 best AI coding assistants in 2026, priced from live pages: Cursor, Claude Code, Copilot, Windsurf and more, plus the ones to avoid.May 31, 2026AI
Claude Code vs Cursor (2026): Terminal Agent or AI IDE, and Which to Use
Claude Code vs Cursor in 2026: both run the same models, so code quality is a wash. The real split is terminal autonomy vs IDE control, plus the cost math.May 31, 2026AI
Gemini vs ChatGPT (2026): Which One to Pay For
The model race is basically a tie. After Google's May 2026 pricing reset, the deciding factor is what you do and where your data lives.May 30, 2026AI
9 Best AI Agent Platforms in 2026 (Real Pricing, and the Ones to Avoid)
The 9 best AI agent platforms in 2026, priced from their live pages: n8n, Lindy, Gumloop, Relay and more, with honest cons and the ones to avoid.May 30, 2026AI
Claude vs ChatGPT (2026): Which One to Pay For
Claude Opus 4.8 vs GPT-5.5, head to head: coding, writing, pricing, images. The clear verdict on which AI to actually pay for in 2026.May 30, 2026AI
Codex folded into the ChatGPT org: my roadmap-risk test
OpenAI folded Codex, ChatGPT and the API into one org under Brockman. Codex is now a super-app wedge, not a standalone tool. My roadmap-risk test.May 17, 2026AI
Opus 4.7 +27%, GPT-5.5 2x: The Harness That Held
Three vendors quietly raised AI cost in one week. Which mechanism hits your stack, and the cache, router and spend-cap architecture that absorbs it.May 16, 2026AI
Grok Build: cheapest model, $300/mo door — the operator math
Grok Build's cheap model is gated behind a $300/mo tier: the subscription-vs-API math for an operator already on Claude Max, and why it waits.May 16, 2026AI
Claude Agent SDK on a Separate Meter June 15: The Token Math
On May 13 Anthropic announced that starting June 15, 2026, programmatic Claude usage (Agent SDK, `claude -p`, Claude Code GitHub Actions, third-party apps) draws from a separate credit pool instead of subscription limits. Pro gets $20,…May 15, 2026AI
PwC Certifies 30,000 on Claude: 18-Month Arbitrage Window
PwC and Anthropic announced a multi-year alliance expansion on May 14, 2026 that puts Claude Code and Cowork into hundreds of thousands of PwC professionals' hands, with 30,000 US staff certified inside the year. The release publishes…May 15, 2026AI
Codex Mobile Preview: Async Coding as the Solo-Op Default
On May 14, 2026, OpenAI shipped a preview of Codex inside the ChatGPT mobile app on iOS, iPad, and Android, available on all plans including Free and Go. The phone becomes a thin controller over a Codex desktop session running on a paired…May 15, 2026AI
Codex in ChatGPT mobile: async coding for solo operators
OpenAI shipped Codex inside ChatGPT mobile on May 14, free tier included. The phone is now the agent control plane for solo Mac operators.May 15, 2026AI
Notion Developer Platform: the August 11 credit cliff
On May 13, 2026, Notion launched its Developer Platform — Workers (hosted code runtime), External Agents with partner integrations for Claude Code, Cursor, Codex and Decagon, an External Agent API for custom agents, a CLI called `ntn`,…May 15, 2026AI
Anthropic Buying Stainless: What to Do in Your Codebase Now
On May 12, The Information reported Anthropic is in advanced talks to acquire Stainless for at least $300 million, a deal that would hand the Claude maker control of the SDK-generation pipeline that produces the official client libraries…May 14, 2026AI
Claude Code +50% Weekly Cap: Migration Math for July 13
On May 13, 2026, Anthropic raised Claude Code weekly limits 50 percent through July 13 for Pro, Max, Team, and seat-based Enterprise accounts. The same day, OpenAI offered two free months of Codex to teams who migrate inside 30 days. The…May 14, 2026AI
Cursor Cloud Agents May 2026: 2 gaps it still can't close
Cursor's May 13 release moves cloud agent environments from demo infra to production tooling. The release is real, the numbers are real, and the SERP is reading it wrong. This piece argues the real choice isn't managed-versus-DIY, it is…May 14, 2026AI
Claude for Small Business: What It Kills in a $50K Stack
On May 13 Anthropic launched Claude for Small Business, a Cowork add-on with eight native connectors and fifteen ready-to-run agentic workflows priced at zero incremental cost on top of an existing Claude license. This piece is the…May 14, 2026AIPrefer this site in Google
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