Latest Reviews
code Qwen3.8-Flash-Next Review: 125B MoE Runs Locally
Qwen3.8-Flash-Next is Alibaba's open-weight Qwen4 preview: 125B params, 6B activated, 262K context. I deploy IQ4_XS and 1-bit GGUFs on 24GB VRAM + 64GB RAM at ~12 tokens/s, and the 1-bit build coded a 3D shooter autonomously.
code Muse-Glimmer 30B: Best Open-Source Agent Model
Muse-Glimmer 30B review: open-source Agent model with MCP Atlas 75.5, 128K context, D-Flash 2-3x speedup. Local deployment guide and Hermes tool-calling tests.
code Grok 4.6 Review: 61 on the AA Intelligence Index, MedAgentBench #1, and a Free CLI Worth Testing
Grok 4.6 review: AA Intelligence Index 61 (tied with GPT-5.6 Sol), MedAgentBench 95.9% global #1, 500K context, $2/$6 API. I tested the free CLI, an FPS game from one prompt, code repair, medical case analysis and 3D generation — videos included.
other MiniMax Music 3 Review: Free 5-Minute AI Songs
Hands-on MiniMax Music 3 review: one line of lyrics makes a 5-minute AI song with vocals, free and local via ComfyUI. Deployment guide, prompts and speed tests.
video MiniMax H3 Review: Open-Source Video Model Runs on 8GB VRAM, Uncensored Weights Released
MiniMax H3 review: open-source full-modal video generation with native 32kHz audio, 11 languages, Ref2VA character consistency and #1 video editing. Runs from 8GB VRAM (quantized). ComfyUI deployment guide, quant table and tested prompts included.
code Qwen 3.8 Max Review: 2.4T Flagship, Token Plan from $6/mo (Tested)
Qwen3.8-Max review: 2.4T parameters, 1M context, API at 40%/24% of Opus 5, Token Plan from $6/mo. Tested image editing, 3D scenes and game generation.
code DeepSeek V4 Flash vs Opus 4.8 vs GPT-5.6: I Tested 8 Demos — The $0.0005 Model Wins
I ran 8 demos on DeepSeek V4 Flash vs GPT-5.6: FPS games, 3D Mario, steel plants — one prompt each. At $0.0005/task, it nearly matches Opus 4.8 at 3% the cost.
productivity Genspark vs Manus: I Tested Both AI Agents — Here Is What Wins on PPTs, Websites, and Research
Same tasks, two AI agents. Genspark builds presentation-ready slides in 20min, Manus ships full-stack apps asynchronously in the cloud. One was acquired by Meta for billions. We ran 7 head-to-head tests across PPT generation, web dev, deep research, and GAIA benchmarks. Here is where each one wins.
productivityMy AI Productivity Stack: 6 Months of Testing, 12 Tools Dropped, 4 That Actually Stuck
I tracked every AI tool in my daily workflow for six months. Started with 16. Dropped 12. The 4 survivors save me 11 hours per week. Two of them are not even AI tools.
productivity AlphaSense vs Bloomberg vs FactSet: I Tested All Three for Earnings Research — Here Is What Each Does Best
I spent two weeks running the same earnings analysis, competitive intel, and due diligence workflows through AlphaSense, Bloomberg Terminal, and FactSet. AlphaSense won on search speed. Bloomberg won on data breadth. Here is where each one belongs in your research stack.
text Claude Opus 5 Review: I Built 6 Projects to Test Anthropic's Smartest Model
I built an FPS game, a robot arm simulator, a Google Maps clone, and a 3D physics demo with Claude Opus 5. It ships production-ready code with near-zero debugging. Here is what 2x performance actually gets you.
otherFree AI Tools That Actually Work: I Replaced 6 Paid Subscriptions and Saved $120/Month
I swapped my paid ChatGPT, Midjourney, Claude, and Perplexity subscriptions for free alternatives and tracked the results over two weeks. Two free tools were genuinely better. Three were close enough. One made me switch back immediately.