ComparisonsGemini 3.1 Pro vs 2.5 Pro: 6 Real Upgrades
A data-driven comparison of Gemini 3.1 Pro vs Gemini 2.5 Pro: benchmarks, pricing, agentic tools, and whether the upgrade is actually worth it in late 2026.
Shadman Ahmed··
9 min
AI Bytes — AI Tools, Models & Benchmark Analysis
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ComparisonsLocal LLMs vs Cloud APIs: Cost, Privacy, and Performance
A practical comparison of local LLMs versus cloud APIs from OpenAI, Anthropic, and Google—covering real-world costs, privacy trade-offs,...
Shadman Ahmed··
6 min
BenchmarksPocket LLM Benchmarks: What Actually Runs on Your Phone
The Artificial Analysis mobile inference data shows a widening gap between what phones can theoretically run and what they can sustain....
Shadman Ahmed··
7 min
TutorialsLlama API Tutorial: Build Your First App in 30 Minutes
A no-fluff Llama API tutorial that ships a working streaming chatbot in under 30 minutes. Real code, real keys, real cost numbers, no GPU...
Shadman Ahmed··
13 min
TutorialsRun Mistral Large 3 Locally: GPU Setup & Real Benchmarks
A practical guide to running Mistral Large 3 on your own server hardware. VRAM math for the 675B MoE, vLLM setup, and what to expect from...
Shadman Ahmed··
13 min
ReviewsDeepSeek V4-Pro Review: The Open-Source Reasoning King?
A candid look at DeepSeek V4-Pro for reasoning workloads, covering benchmarks, pricing, real workflow trade-offs, and whether it can...
Shadman Ahmed··
9 min
BenchmarksLoRA Speedrun: Wall-Clock Leaderboard Shaking Up Fine-Tuning
A new public leaderboard called LoRA Speedrun ranks fine-tuning techniques by raw wall-clock time. The results expose which tricks actually...
Shadman Ahmed··
8 min
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TutorialsRun Qwen 3.6-27B Locally: 5-Step GPU Setup Guide
A practical tutorial for running Qwen 3.6-27B on your own GPU. Includes AWQ setup, vLLM serving, real tokens-per-second benchmarks, and the...
Shadman Ahmed··
13 min
·102
Best OfChoosing an AI Model: 11 LLMs, One Prompt, Wildly Different
One prompt, 11 top AI models, wildly different outputs. Here's an opinionated breakdown of which LLM to pick for coding, reasoning,...
Shadman Ahmed··
11 min
·20
ComparisonsGrok 4.5 vs Grok 4: 7 Real Differences That Matter
A no-fluff breakdown of Grok 4.5 vs Grok 4, from reasoning gains and coding speed to context, pricing, and whether the upgrade is actually...
Shadman Ahmed··
9 min
·59
BenchmarksProduction RAG on Open Models: The Numbers That Matter
A benchmark-driven look at production RAG with open models, hybrid retrieval, reranking, and RAGAS scoring. What actually moves the needle...
Shadman Ahmed··
8 min
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Best OfBest AI Music Generators in 2026: 7 Tools Ranked
Suno, Udio, and five other AI music generators ranked by audio quality, vocal realism, and commercial usability. The honest 2026 picks.
Shadman Ahmed··
10 min
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ComparisonsLocal AI vs Frontier Labs: The Economics Flip in 2026
Outsourced inference plus local models is undercutting frontier APIs on price. Here's the real math on when self-hosting beats Claude, GPT,...
Shadman Ahmed··
9 min
·338
TutorialsMistral Small 4 Local Install: GPU Specs + Benchmarks
A practical tutorial for running Mistral Small 4 locally, with the real hardware requirements for the 119B-parameter MoE model, Ollama and...
Shadman Ahmed··
16 min
·319
Tutorials10 GPT Tips and Tricks 90% of Users Have Never Tried
Most ChatGPT users barely scratch the surface. These 10 advanced GPT tips cover memory, projects, custom instructions, and prompt patterns...
Shadman Ahmed··
10 min
·308
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