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Research

Technical deep dives, reproducible tests, and tool evaluations.

Dossier-style infographic of OpenCode Go pricing: $5 first month then $10 monthly, with $12 five-hour, $30 weekly, and $60 monthly dollar caps, plus comparison nodes for free client, Zen, and frontier alternatives.

OpenCode Go $10 Plan Review: Is the Budget Multi-Model Coding Sub Worth It?

Honest OpenCode Go $10 plan review: $5 first month, hard dollar caps, multi open models. See pricing, throughput, who should buy, and when to upgrade to Zen.

Illustration contrasting free unlimited local Ollama on a laptop with optional paid cloud GPU capacity tiers Pro and Max

Cloud Security Research

Ollama Pro vs Max Pricing: Local Free Forever, Cloud Capacity That Scales

Local and cloud Ollama share a CLI and an API but not a cost model. Knowing where that boundary sits decides whether you ever need to pay anything at all.

Developer workstation showing IDE and terminal agents as parts of a 2026 AI coding stack

Cloud Security Research

Best AI Coding Stack 2026: Jobs, Tools, and Three Budget Builds That Actually Work

Entry plans still cluster near $20 a month while daily agent use climbs to $60-$200 or more. The winning move is composition by job, not collecting brands.

Z.ai GLM Coding Plan Lite, Pro, and Max tiers compared for 2026 agent coding tools

Cloud Security Research

GLM Coding Plan Pricing 2026: Z.ai Lite vs Pro vs Max Explained

Conflating the subscription with the metered API produces Insufficient Balance errors, surprise charges, or a hard stop with no fallback mid-task.

Briefing poster comparing MiniMax Token Plan Plus $20, Max $50, and Ultra $120 with agent concurrency bands, rolling windows, Credits overflow, and Hailuo kept separate

Cloud Security Research

MiniMax Token Plan Plus vs Max vs Ultra: Which Subscription Fits Your Agents?

The useful comparison is not how many billions of tokens, but which key, which rolling window and which overflow path match your agents' real concurrency.

Illustration comparing SuperGrok at $30 with SuperGrok Heavy at $300, highlighting multi-agent compute as the premium differentiator

Cloud Security Research

SuperGrok Heavy $300 vs SuperGrok: Is the 10× Jump Worth It?

Readers routinely confuse Heavy with the $30 plan, with X Premium+, and with the metered API. The price gap is real; the feature gap is narrower than it looks.

Briefing poster comparing Cursor Pro, Pro+, Ultra, and Teams pricing for agent coding, with credit multiples and upgrade thresholds

Cursor Ultra Vs Pro Research

Cursor Ultra vs Pro Pricing for Agent Coding: Pro+, Credits, and When to Upgrade

Compare Cursor Pro, Pro+, and Ultra pricing for agent coding. Learn credit pools, overage math, when Ultra beats overages, and when Teams seats win.

Hub-and-spoke briefing poster comparing three $200 AI setups: ChatGPT Pro 20×, Claude Max 20×, and a Pro 5× plus Max 5× split, with illustrative rate-window ranges and depth-versus-failover tradeoffs.

Chatgpt Pro Vs Claude Max Research

ChatGPT Pro vs Claude Max at $200: Depth, Diversity, or a $100+$100 Split?

Compare ChatGPT Pro 20×, Claude Max 20×, and a $100+$100 split: capacity, rate limits, coding agents, and when depth beats failover for power users.