Desk · Labs & reverse engineering

Research

Technical deep dives, reproducible tests, and tool evaluations.

Articles: 177
Topics: 20
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Data graphic: SuperGrok Heavy costs 10x the $30 SuperGrok plan. Bars show reported monthly prices of $30 for SuperGrok, about $100 for Plus and $300 for Heavy, which is about $200 more than Plus. A table shows that Heavy's added value is Grok 4 Heavy multi-agent compute and priority. The verdict: stay on $30, move to Plus for bigger caps, and pay for Heavy only if you run multi-agent jobs most weeks.

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.

Jul 16 · 13 min

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

stableResearch Cursor Ultra Vs Pro

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.

Jul 16 · 6 min

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.

stableResearch Chatgpt Pro Vs Claude Max

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

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.

Jul 16 · 8 min

Diagram comparing Claude Max 5× at $100 and Max 20× at $200 as the same feature set with different usage capacity.

stableResearch Claude Max

Claude Max 100 vs 200: Same Features, 5× vs 20× Usage

Claude Max 100 vs 200 compared: both plans share the same features—only 5× vs 20× Pro usage differs. Choose the right tier for heavy coding without overpaying.

Jul 16 · 7 min

Briefing poster comparing Claude Max 5× at $100 and Max 20× at $200, showing shared session multipliers, dual weekly caps, and the common usage pool across chat and Claude Code.

stableResearch Claude Code Max Plan

Claude Code Max Plan Limits $100 vs $200: 5× vs 20× Shared Caps Explained

Claude Code Max 5× ($100) vs 20× ($200) explained: shared session & weekly caps with chat, agent burn rates, hygiene tips, and when each plan fits developers.

Jul 16 · 7 min

Data graphic: ChatGPT Pro 5x vs 20x for Codex, with the hero figure 10x, the Plus-level usage Pro $200 gives from 30 Oct, down from 20x. Bars show published GPT-6 Astra Codex messages per 5 hours: Plus 5–45, Pro 5x $100 25–225, and Pro $200 100–900 until 29 Oct. A table shows the price per 1x of Plus usage is $20 on Plus, Pro 5x and Pro $200 from 30 Oct, against $10 for Pro $200 before then. Pro $500 is the highest-usage tier and the only one with Ultrafast.

stableResearch Chatgpt Pro 5x Vs 20x

ChatGPT Pro 5x vs 20x for Codex Coding: Which Tier Actually Fits Agentic Work [UPDATED]

ChatGPT Pro 5x vs 20x for Codex: compare rate limits, token burn, and when Plus + API or $100/$200 Pro fits agentic coding, monorepos, and parallel agents.

Jul 16 · 12 min

Data graphic: ChatGPT Pro tiers at $100, $200 and $500 a month, with the new $500 Pro 500 tier launched 29 Sep 2026 adding Ultrafast. A bar chart of usage versus Plus shows Pro 100 at 5x and Pro 200 at 20x until 29 Oct, dropping to 10x from 30 Oct. Pro 500 has the highest usage, but its multiple is not published.

stableResearch Chatgpt Pro

ChatGPT Pro $100 vs $200 vs $500: Usage Limits Explained (2026) [UPDATED]

ChatGPT Pro $100 vs $200 vs $500 explained: usage vs Plus, the new Ultrafast tier, and the Pro 200 cut from 30 Oct. See which plan fits your work.

Jul 16 · 11 min

Illustration of a malicious PyPI package installing via pip and planting a Python startup hook that can steal developer credentials and reach CI.

stableResearch Pypi Malware

Python PyPI Malicious Packages Talos Report Maps Full Attack Lifecycle Against Developer Machines

From index hosting through source and wheel formats to virtual-environment install, the report reframes how teams should treat everyday Python dependency risk.

Jul 16 · 7 min