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.

Claude Alternatives 2026: ChatGPT, Gemini, Perplexity, Copilot, Grok, DeepSeek and Kimi by Job

Claude Alternatives 2026: ChatGPT, Gemini, Perplexity, Copilot, Grok, DeepSeek and Kimi by Job

Compare Claude alternatives for writing, coding, research, office work and self-hosting, with current starting prices and clear reasons to keep Claude.

Nov 3, 2026AI

The other lanes.Pick the one you came for.

12–35 / 309
Relevance AI Review

Relevance AI Review

Relevance AI for revenue and operations teams: agents, workflows, approval controls, technical limits and the alternatives that fit different jobs.Nov 2, 2026AI
AI Tools for Product Managers 2026: ChatGPT, Claude, Granola and Gamma (Compared)

AI Tools for Product Managers 2026: ChatGPT, Claude, Granola and Gamma (Compared)

Choose AI tools by the PM job: interviews, research, PRDs, prototypes, analytics and updates. Current free tiers, starting prices and clear limits.Nov 2, 2026AI
Claude Cowork vs ChatGPT: Which Workspace Fits Your Team?

Claude Cowork vs ChatGPT: Which Workspace Fits Your Team?

Compare Claude Cowork and ChatGPT Work by job: reports, local files, cloud tasks, schedules, plans and team controls.Nov 1, 2026AI
AI Productivity Tools in 2026: ChatGPT, Claude, Reclaim and More

AI Productivity Tools in 2026: ChatGPT, Claude, Reclaim and More

Choose one AI productivity tool per job: calendar, tasks, email, meetings, dictation, research and automation. Clear picks and alternatives.Nov 1, 2026AI
Runable Review

Runable Review

Runable's research, slides, websites and task automation, with credit limits, candid drawbacks and alternatives for founders and operators.Nov 1, 2026AI
Claude for Nonprofits: The Plugin and Your First Month

Claude for Nonprofits: The Plugin and Your First Month

Understand the nonprofit plugin, eligibility, connectors and data controls, with grant, donor and board workflows for your first month.Nov 1, 2026AI
Gemini Spark: Tasks, Connected Apps and Business Limits

Gemini Spark: Tasks, Connected Apps and Business Limits

Gemini Spark is now Task. Learn how recurring work runs, which apps connect, who gets access, and where business workflows need human review.Nov 1, 2026AI
Reasoning Models: When to Turn Thinking Up or Down

Reasoning Models: When to Turn Thinking Up or Down

How reasoning models use thinking tokens, the exact OpenAI, Claude, Gemini and DeepSeek controls, and when extra effort earns its wait.Oct 31, 2026AI
ChatGPT Plugins

ChatGPT Plugins

How ChatGPT plugins work now, how Business and Enterprise admins enable them, what data they can access, and where ServiceNow fits.Oct 30, 2026AI
Custom GPTs: Retirement Dates and What to Move Where

Custom GPTs: Retirement Dates and What to Move Where

Custom GPTs retirement dates by plan, what moves to plugins, when Projects fit, and a checklist for preserving your team’s workflows.Oct 30, 2026AI
Claude for Legal: Plugins, Artifacts and a First-Week Pilot

Claude for Legal: Plugins, Artifacts and a First-Week Pilot

Claude for Legal explained: plugins, connectors, artifacts, data terms, and a supervised pilot with a worked example from Anthropic.Oct 30, 2026AI
AI Inventory Management: Forecasts, Reorders and a 30-Day Pilot

AI Inventory Management: Forecasts, Reorders and a 30-Day Pilot

Learn how AI forecasts stock demand, what data it needs, where human judgment matters, and how to pilot inventory planning on 20 SKUs.Oct 30, 2026AI
AI RFP Software 2026: Loopio, Responsive, AutoRFP.ai, Inventive AI, AutogenAI and Iris (Compared)

AI RFP Software 2026: Loopio, Responsive, AutoRFP.ai, Inventive AI, AutogenAI and Iris (Compared)

Compare AI RFP software by team size and answer-library maturity, with verified vendor details, practical limits and a live-RFP trial plan.Oct 30, 2026AI
Consensus AI Review

Consensus AI Review

Consensus for business research: what it searches, how to check its citations, when Pro is worth paying for, and when ChatGPT or Perplexity fits better.Oct 29, 2026AI
AI Contract Review Software 2026: LegalOn, Spellbook, Luminance and More (Compared)

AI Contract Review Software 2026: LegalOn, Spellbook, Luminance and More (Compared)

Compare LegalOn, Spellbook, Luminance, Ironclad, Juro, Claude and ChatGPT by contract-review job, with a 30-minute NDA trial.Oct 29, 2026AI
Gemini 4 Carbon Explained: Access, Benchmarks and When to Wait

Gemini 4 Carbon Explained: Access, Benchmarks and When to Wait

Gemini 4 Carbon is not public yet. See Google's access plan, benchmarks and what to prepare while you keep building on Argon.Oct 29, 2026AI
AI Implementation: From Pilot to Rollout in 90 Days

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

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 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

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

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

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

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)

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

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