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# benchmark

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How do you benchmark an MCP server you built?

How do you benchmark an MCP server you built?

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8 min read
Benchmark Results: SmolLM3 3B, Phi-4-mini, DeepSeek V4, Grok 4.20 — Agent Coding Tested

Benchmark Results: SmolLM3 3B, Phi-4-mini, DeepSeek V4, Grok 4.20 — Agent Coding Tested

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2 min read
Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders

Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders

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10 min read
Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

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12 min read
Why Most Browser AI Demos Fail on Real Hardware

Why Most Browser AI Demos Fail on Real Hardware

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4 min read
Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

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13 min read
Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

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11 min read
The Agentic Gap: Claude Oneshots, Gemma Fails

The Agentic Gap: Claude Oneshots, Gemma Fails

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9 min read
Optimize benchmark in Next.js 15 vs Astro 4: What You Need to Know

Optimize benchmark in Next.js 15 vs Astro 4: What You Need to Know

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3 min read
CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

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4 min read
Benchmark: Claude 3.5 vs. GPT-4o for Cloud Cost Anomaly Detection in AWS and GCP

Benchmark: Claude 3.5 vs. GPT-4o for Cloud Cost Anomaly Detection in AWS and GCP

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19 min read
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

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2 min read
How we almost wrote off 3 models as broken — the thinking-mode tax

How we almost wrote off 3 models as broken — the thinking-mode tax

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2 min read
Benchmark: Discord 20 Loads 30% Faster Than Microsoft Teams 5 on Chrome 130

Benchmark: Discord 20 Loads 30% Faster Than Microsoft Teams 5 on Chrome 130

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2 min read
Benchmark: JetBrains DataGrip 2026 vs. DBeaver 24.0: Query Execution Speed for PostgreSQL 17

Benchmark: JetBrains DataGrip 2026 vs. DBeaver 24.0: Query Execution Speed for PostgreSQL 17

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3 min read
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