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 โ from running production AI systems.
AI Implementation: From Pilot to Rollout in 90 Days
A 90-day AI implementation roadmap: choose a workflow, prove data access, pilot against a baseline, measure results and roll out with a named owner.Oct 28, 2026AI
AI Forecasting 2026: Pigment, Anaplan, Planful, Clari, Netstock and Excel Compared
Compare AI forecasting for cash, sales and demand: Pigment, Anaplan, Planful, Clari, Netstock and Excel, with data needs and a practical backtest.Oct 28, 2026AI
Copilot Studio Pricing: Credits, Packs and Agent Costs
Copilot Studio credit rates, packs, pay-as-you-go and Microsoft 365 use rights, plus a worked monthly budget for an internal support agent.
Oct 27, 2026AI
Enterprise Search With AI: How It Works and How to Pilot
How AI enterprise search connects systems, respects permissions and retrieves answers, with a build-or-buy framework and a practical pilot checklist.Oct 27, 2026AI
AI Agent Use Cases in 2026: Support, Sales, Ops, Finance, Engineering, HR and Marketing
14 AI agent use cases across 7 departments, with named production examples, human checkpoints, tool types and data-access requirements.Oct 27, 2026AI
Conversational AI Platform 2026: Google, Microsoft Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress Compared
Compare Google, Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress for customer chat, voice, human handoff and action controls.Oct 27, 2026AI
Scribe Alternatives in 2026: Tango, Guidde, Trainual, Supademo and Arcade Compared
Compare Scribe alternatives by screenshot guides, video, interactive demos and assigned training, with current billing, exports and an SOP template.Oct 27, 2026AI
Glean Alternatives 2026: Gemini Enterprise, Microsoft 365 Copilot, ChatGPT Business, Claude Enterprise, Dust, Onyx and Guru (Compared)
Compare seven Glean alternatives by your existing tools, hosting needs and document permissions, with billing checked against each maker's current pages.Oct 27, 2026AI
GPT-6.1 Terra: What It Is and When to Switch
GPT-6.1 Terra explained: what to move from Sol or GPT-5.6 Terra, where it runs, and when Luna or Astra still fits better.Oct 27, 2026AI
AI Bookkeeping: What It Automates and What Needs a Person
Understand AI bookkeeping in QuickBooks, Xero, Dext and managed services, with a 30-day pilot and error log before trusting automated categories.Oct 27, 2026AIThe other lanes.Pick the one you came for.
325 pieces
Build
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.126 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.217 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 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 run180โ203 / 283
Kimi Pricing (2026): Free Chat, $19 Plans, Split Ahead
Kimi starts free, paid plans run $19-$199, and Kimi Code is splitting out. See current tiers, API rates, hidden credit costs, and the best buy.Aug 17, 2026AI
Manus Review (Verified August 2026)
Manus review with August 2026 pricing, workflows, alternatives, limits, and a buy-or-skip rule, including the current account-transition risk.Aug 17, 2026AI
Claude Watermark Detection for Business Documents
Claude's keyed watermark can flag likely AI involvement in business documents. Learn what works now, what fails, and what to build next.Aug 17, 2026AI
Best AI Text Watermark Detectors 2026
Compare four source-matched AI text watermark detectors, their real deployment costs, and the Claude, Gemini, and ChatGPT verification gaps in 2026.Aug 16, 2026AI
Fireflies Pricing (2026): Pro Wins Until Credits Run Out
Fireflies costs $0, $10, $19, or $39 per seat monthly on annual billing. See the AI-credit add-ons, storage limits, and plan break-even.Aug 16, 2026AI
OpenClaw Pricing (2026): Free Software, Paid Runtime
OpenClaw is free, but running it is not. Compare local, VPS, managed, model, search, backup, and labor costs with break-even math verified in August 2026.Aug 16, 2026AI
Groq Pricing (2026): Throughput, Not Tokens, Forces the Upgrade
Groq pricing verified August 2026: free and paid limits, every model rate, batch and cache rules, hidden tool costs, and provider comparisons.Aug 15, 2026AI
ChatGPT Computer History Privacy
What ChatGPT Computer History records, where it stores data, what reaches OpenAI, and the business workflows worth testing before you turn it on.Aug 14, 2026AI
Granola Pricing (2026): $14 Buys History, Not More Meetings
Granola is free for unlimited meetings; $14/user/month buys full history and integrations. See current tiers, hidden costs, and alternatives.Aug 14, 2026AI
Manus Pricing (2026): $20 Buys 4,000 Credits, Not Unlimited Work
Manus costs $0 to $20,000 a month. Compare every tier, annual price, add-on, team cost, free limit, and the break-even point.Aug 14, 2026AI
Veo Pricing (2026): Free Can Outproduce the 9.99 Pro Plan
Google Veo costs /bin/bash in Flow or /bin/bash.05-/bin/bash.60 per API second. See every plan, credit limit, hidden cost, and the break-even by output.Aug 14, 2026AI
Antigravity Pricing (2026): The $20 Plan Is the Default
Google Antigravity costs $0 to $199.99 a month. Compare every tier, quota limit, hidden AI-credit overage, and the plan most developers should buy.Aug 14, 2026AI
OpenRouter Pricing (2026): When the 5.5% Fee Pays Back
OpenRouter costs provider rates plus a 5.5% credit fee. See free limits, BYOK break-even, model prices, hidden costs, and alternatives.Aug 13, 2026AI
DeepSeek Pricing (2026): Free Chat, API Under $1/M Tokens
DeepSeek chat is free. See live V4 Flash and V4 Pro API rates, cache rules, refunds, break-even math, and 2026 alternatives.Aug 12, 2026AI
Otter.ai Pricing (2026): Free for Five Hours, Then $8.33
Otter.ai is free for 300 minutes a month. See every 2026 plan, annual savings, hidden limits, refund terms, and cost versus three rivals.Aug 11, 2026AI
Siri AI (Verified August 2026)
Siri AI costs $0 on eligible Apple hardware but remains a beta. See supported devices, exact pricing, privacy, limitations, alternatives, and verdict.Aug 10, 2026AI
OpenAI Astra Model
OpenAI Astra is still internal. See its ten math advances, possible Critical cyber capability, strongest use cases, and what remains unknown.Aug 9, 2026AI
OpenClaw Review (Verified August 2026)
OpenClaw is free, flexible, and risky by default. See current costs, workflows, security limits, alternatives, and who should skip it.Aug 8, 2026AI
Perplexity Pricing (2026): Free Is Enough, Max Rarely Is
Perplexity costs $0 to $200 a month. Compare every plan, Computer overages, annual savings, API rates, and the point where Max pays.Aug 8, 2026AI
How to Use ChatGPT Reasoning Slider
Use ChatGPT's reasoning slider without wasting time: when to choose Medium, High, or Extra High for research, coding, planning, and decisions.Aug 8, 2026AI
ChatGPT Free vs Plus
ChatGPT Free now offers unlimited Luna text. See when Plus at $20 earns its cost through Sol, larger context, Voice, research, and Work.Aug 7, 2026AI
MiniMax AI (August 2026 Review)
MiniMax AI review: M3, H3, Code, Hub, current pricing, US open-weight limits, and who should choose ChatGPT, Claude, or Runway instead.Aug 6, 2026AI
How to run AI agent security evaluations
A practical, incident-informed workflow for scoping, isolating, monitoring, scoring, and reporting security evaluations of tool-using AI agents.Aug 6, 2026AI
Palantir AI (August 2026 Review)
Palantir AI review with live AIP pricing facts, real workflows, cost math, hard limits, and when Databricks, Fabric, or C3 AI is the better fit.Aug 6, 2026AIPrefer this site in Google
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