Latest post · Research

Best Local LLM for 16GB in 2026: RTX 5060 Ti, 4060 Ti and Mac mini M4 (Coding First)

Data graphic: Best local LLM: 16GB. gpt-oss-20b 12.8GB; Gemma 4 26B A4B 14.2GB; Devstral Small 2 14.3GB; Qwen3.5-9B 5.68GB; Gemma 4 12B 6.98GB

gpt-oss-20b and Gemma 4 26B A4B lead on 16GB NVIDIA cards, while a 16GB Mac mini M4 is better served by Qwen3.5-9B. File sizes, context limits and VRAM math.

Read latest Open research desk

Popular in the last 7 days

Briefing poster comparing ChatGPT Plus at $20 (1×), Pro 5× at $100 (5×), and Pro 20× at $200 (20×), with shared Pro features and five-hour plus weekly limit windows

Research · Chatgpt Pro168 viewsChatGPT Pro $100 vs $200: 5× vs 20× Usage Explained (2026)ChatGPT Pro $100 vs $200 explained: same Pro features, 5× vs 20× usage vs Plus. Compare rate limits, Codex headroom, and which tier fits you.

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

Research · Glm Coding Plan71 viewsGLM Coding Plan Pricing 2026: Z.ai Lite vs Pro vs Max ExplainedConflating the subscription with the metered API produces Insufficient Balance errors, surprise charges, or a hard stop with no fallback mid-task.

Briefing poster comparing ChatGPT Pro 5× ($100) and 20× ($200) for Codex agentic coding, with plan multipliers, five-hour window, and Plus vs Pro vs API choice nodes.

Research · Chatgpt Pro 5x Vs 20x50 viewsChatGPT Pro 5x vs 20x for Codex Coding: Which Tier Actually Fits Agentic WorkChatGPT 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.

Four Xiaomi MiMo Token Plan tiers from Lite to Max with credit quotas and coding-agent interface

Research · Xiaomi Mimo50 viewsXiaomi MiMo Token Plan Pricing: 2026 Tier Guide for Coding AgentsMiMo-V2.6 lands on the same four credit tiers at unchanged prices and burn ratios, while mimo-v2.5 goes offline on 21 October 2026 — and a per-seat Team Edition now exists.

Recent posts

Data graphic: Best local LLM: 16GB. gpt-oss-20b 12.8GB; Gemma 4 26B A4B 14.2GB; Devstral Small 2 14.3GB; Qwen3.5-9B 5.68GB; Gemma 4 12B 6.98GB

Local Llm Inference Research

Best Local LLM for 16GB in 2026: RTX 5060 Ti, 4060 Ti and Mac mini M4 (Coding First)

gpt-oss-20b and Gemma 4 26B A4B lead on 16GB NVIDIA cards, while a 16GB Mac mini M4 is better served by Qwen3.5-9B. File sizes, context limits and VRAM math.

Data graphic: Which box for local LLMs?. DGX Spark $4,699; Mac Studio M5 Ultra from $5,499; Ryzen AI Max+ 395 from $3,449

Nvidia Dgx Spark Research

DGX Spark vs Mac Studio M5 Ultra vs Ryzen AI Max+ 395: Which Box for Local LLMs?

Price per GB, memory bandwidth, prefill vs decode on gpt-oss-120b, clustering and software stacks: which unified-memory desktop fits your local LLM work.

Data graphic: Copilot Pro vs Pro+. Pro $10 → 1,500 credits; Pro+ $39 → 7,000 credits; Max $100 → 20,000 credits; 1 credit $0.01; Completions Unlimited

Github Copilot Research

GitHub Copilot Pro vs Pro+ After AI Credits: What $10 vs $39 Actually Buys

Copilot now bills in AI credits at $0.01 each. Here is what Pro's 1,500 and Pro+'s 7,000 credits buy per model, and when Pro+ beats Claude or Cursor.

Data graphic: Coding agent CLIs compared. Claude Code from $20 / mo; Codex CLI Apache-2.0; Antigravity CLI agy; OpenCode MIT

Claude Code Research

Claude Code vs Codex CLI vs Antigravity CLI vs OpenCode: Coding Agents Compared (2026)

Gemini CLI is gone for consumer plans. We compare Claude Code, Codex CLI, Google's agy and OpenCode on price, models, license, sandboxing and MCP.

Data graphic: $100 or $200 AI plan?. Google AI Ultra $99.99 / $199.99; Claude Max $100 / $200; ChatGPT Pro $100 / $200

Gemini Ai Ultra Pricing Research

Google AI Ultra vs Claude Max vs ChatGPT Pro: Which $100 or $200 Plan for Developers?

All three now sell a 5x tier at $100 and a 20x tier at $200. We compare coding agents, limits, deep-reasoning modes and bundles, then pick by persona.

Data graphic: Astra vs Fable vs Opus. GPT-6 Astra $10 / $50; Claude Fable 5.1 $10 / $50; Claude Opus 5.5 $4 / $20

Gpt 6 Astra Research

GPT-6 Astra vs Claude Fable 5.1 vs Opus 5.5 for Coding: Benchmarks and Real Cost

Opus 5.5 lists at $4/$20, Astra and Fable 5.1 at $10/$50. We compare cost per completed task, sourced benchmarks, speed, context and caching.

Data graphic: Claude Pro vs Max. Pro $20 / mo; Max 5x $100 / mo; Max 20x $200 / mo; Opus 5.5 API $4 / $20; Weekly cap +25%; One shared pool Chat + Code

Claude Code Research

Claude Pro vs Max for Claude Code: Is $20 Enough After Opus 5.5?

Opus 5.5 is now Claude Code's default on Pro. What a $20 plan's 5-hour window really covers, where it runs dry, and when Max 5x or 20x pays off.

Dark briefing graphic comparing OpenClaw and Hermes Agent: 722 advisories vs 39 CVEs, top CVSS 9.9 vs 7.3, 341 malicious skills

Openclaw AI Security

OpenClaw vs Hermes Agent: Features, Local Models and the Security Record

How OpenClaw and Nous Research's Hermes Agent compare on architecture and local models, plus the major 2026 CVEs and a hardening checklist for both.