Threat intelligence editor

Alex Kim

Articles: 235
Desks: 7

Focuses on cloud identity, incident response, and exploitation trends.

CloudIncident responseIdentity

Coverage by Alex Kim

Data graphic: GLM Coding Plan pricing. Max gets 14x Lite's weekly credits 140,000 vs 10,000 for 9.3x the price $168 vs $18 , and Pro gets 60,000 for $80. Bars show the most GLM-5.3 API value each tier can deliver per month at the standard rate if the weekly cap is fully used: about $1,111 for Max, $476 for Pro and $79 for Lite. The poster also shows the credit multipliers, that off-peak usage costs 50% of the standard rate, and that the plan stops hard when the quota hits zero.

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.

Jul 16 · 13 min

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

stableResearch Minimax Subscription

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.

Jul 16 · 7 min

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.

stableResearch Supergrok Heavy

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 · 16 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