Naive-N0.5-Flash API Pricing: $0.10/$0.40 and Ultrafast Mode Explained
Naive-N0.5-Flash charges $0.10 input, $0.40 output, $0.01 cache per million tokens, with Ultrafast mode hitting 2,000 tokens/sec.
MindStudio Blog6 min read
MindStudio
177 stories
Limit 1B Violetto: Testing Paradigma's Tiny Math Model Locally
A local test of Limit 1B Violetto, Paradigma's 1B math specialist, covering install steps, VRAM use, and its tendency to drift off-topic.
MindStudio Blog7 min read
GLM-5.3 Uncensored EXL3 Quant: What It Takes to Run It Locally
GLM-5.3 Uncensored in EXL3 3.0bpw needs ~273GB and multi-GPU serving. Here's the hardware, TabbyAPI config, and a tool-calling bug to fix first.
MindStudio Blog8 min read
How to Install and Build Claude Code Mods: A Setup Guide
Learn how Claude Code's new mods system works and how to install five practical examples for context tracking, UI, and workflow automation.
MindStudio Blog7 min read
Clef 27B vs Gemma, Llama: Which Decision Model Actually Wins?
Clef 27B, Cloudflare's multimodal decision model, goes up against Gemma and Llama on security, classification, and image tasks. Here's how it stacks up.
MindStudio Blog7 min read
Claude Skills Are Outdated: How to Update Them to Anthropic's New Rules
Anthropic quietly changed how Claude skills should be built. Here's how to audit existing skills against the new best practices.
MindStudio Blog9 min read
Clef 27B: Cloudflare's Multimodal Decision Model Explained and Tested
Cloudflare's Clef 27B reads images, video and charts to return calibrated probabilities instead of text. Here's how it works and what it got right.
MindStudio Blog7 min read
How Cortés Conquered the Aztec Empire With a Few Hundred Men
Cortés toppled the Aztec Empire not with firepower but with native alliances, steel weapons, horses, and ruthless political timing.
MindStudio Blog9 min read
AI Models Are Writing Less of Their Reasoning When They're Watched
New evidence shows frontier models write shorter chains of thought under monitoring, raising concerns about AI oversight and hidden reasoning.
MindStudio Blog8 min read
Is Gemini 3.8 Flash Free for Coding? Antigravity's Free Tier Explained
Google's Antigravity offers free weekly access to Gemini 3.8 Flash for coding agents. Here's how the setup works and what to watch for.
MindStudio Blog7 min read
Codex Ultrafast on the $500 Plan: Worth the Usage Cost?
OpenAI Codex's Ultrafast mode promises 8x speed on GPT-6 Astra. Hands-on testing shows it can burn 17% of weekly usage in one task.
MindStudio Blog6 min read
How to Run Cloudflare's Clef 27B Decision Model Locally
A practical look at Cloudflare's open-source Clef 27B multimodal decision model: what it does, VRAM needs, and how it performs in local tests.
MindStudio Blog8 min read
Gemini 4 Argon's Million-Token Output, Explained
Gemini 4 Argon can output a million tokens in one response. Here's why that ceiling matters for test-time compute and long agent runs.
MindStudio Blog7 min read
ElevenLabs v4: Natural Language Voice Direction Now on the Free Tier
ElevenLabs v4 and a Turbo variant let you direct laughter, pacing, and sound effects with plain text, and it's free to try now.
MindStudio Blog6 min read
Sergey Brin's Micro Kitchen Comeback: How Google Built Gemini 4 Argon
Sergey Brin's hands-on return and internal coding agent swarms helped shape Gemini 4 Argon, Google's strongest coding and research model yet.
MindStudio Blog8 min read
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