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Ofri Peretz4d ago • 11 min read
The False Positive Tax: a 1:1 TP:FP analysis of eslint-plugin-security
eslint-plugin-security flags one safe pattern for every real vulnerability it catches. Five other se...
#security#eslint#javascript#benchmark
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Vilius3d ago • 2 min read
Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.
By Vilius Vystartas | May 2026 Ten more models through the same 10 agent coding tasks. Two tied the...
#ai#agents#benchmark#llm
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Vilius3d ago • 3 min read
I Tested 10 More Models. Five Brand New Families Debuted. None Scored Below 75%.
By Vilius Vystartas | May 2026 I ran another 10 models through the same agent coding benchmark. Fiv...
#ai#agents#benchmark#llm
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Vilius2d ago • 5 min read
We Asked 10 LLMs to Write Efficient Code. Only 4 Got Better.
By Vilius Vystartas | May 2026 Every LLM can write code that works. The question is: can they write...
#ai#llm#benchmark#programming
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Vilius2d ago • 4 min read
10 Models Tested: From 81.6% to 10%. The Free Tier is a Full-On Gamble.
By Vilius Vystartas | May 2026 I tested another 10 models across the same 10 agent coding tasks....
#ai#agents#benchmark#llm
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Dayna Blackwell3d ago • 11 min read
We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.
codegraph has 19,459 GitHub stars. We have zero. So we stopped talking and started measuring. ...
#ai#mcp#benchmark#devtools
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r-via1d ago • 6 min read
Benchmarking the Claude Agent SDK on a local LLM: Haiku and Sonnet tier performance
Can a local Qwen3-35B-A3B credibly replace the Haiku and Sonnet tiers of the Claude Agent SDK? Five ...
#llm#claude#llamacpp#benchmark
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Dmytro Klymentiev5d ago • 7 min read
How does an AI agent pick from 686 skills in a second?
Empirical test of the skills-as-semantic-router pattern for Claude Code agents. 686 indexed skills, ...
#ai#benchmark#embeddings#claudecode
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Ofri Peretz4d ago • 9 min read
I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.
I ran 40 real-world vulnerable patterns through every major ESLint security plugin — from eslint-plu...
#security#eslint#javascript#benchmark
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Alex Chen2d ago • 5 min read
I Benchmarked 15 AI Models for Speed – Here's What Will Blow Your Mind
I Benchmarked 15 AI Models for Speed – Here's What Will Blow Your Mind So I’m building...
#api#ai#performance#benchmark
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Gabriel Anhaia5d ago • 8 min read
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
Few-shot is the default prompt-engineering advice. On three task shapes, it tanks accuracy and infla...
#ai#llm#prompt#benchmark
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Jangwook KimMay 22, 2026 • 5 min read
LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)
LMR-BENCH (EMNLP 2025) benchmarks LLM agents on reproducing code from 23 NLP papers. This PoC explai...
#benchmark#researchreproducibility#llmagents#paperpoc
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Megha mukherjee1d ago • 1 min read
Open-Source A3M Router Tops RouterArena Benchmark
First open-source router to rank #1 on the official LLM routing benchmark, beating Azure and GPT-5 a...
#opensource#llm#benchmark#ai
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Gabriel Anhaia6d ago • 10 min read
HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?
Three RAG query rewriters on the same eval. One wins fact-lookup, one wins multi-hop, none wins both...
#rag#ai#llm#benchmark
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Gabriel Anhaia6d ago • 8 min read
Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types
Five Sonnet calls plus a majority vote beat one Opus call on math, code, and JSON extraction. Cheape...
#llm#ai#python#benchmark
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Jangwook Kim5d ago • 8 min read
Gemini API Model Selection Guide 2026 — Speed, Cost, and Quality Trade-offs Measured Directly from Flash-Lite to 3.5 Flash
Real measurement data from May 2026. Compared Gemini 2.5 Flash-Lite (65 TPS), 2.5 Flash, 2.5 Pro, an...
#gemini#api#llm#benchmark
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Gabriel Anhaia5d ago • 9 min read
FrankenPHP vs RoadRunner vs Swoole: A Production Benchmark (2026 Edition)
Three PHP application servers, three philosophies, one benchmark methodology. Why marketing-page num...
#php#performance#benchmark#devops
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Gabriel Anhaia5d ago • 9 min read
Reranker Selection: Cross-Encoder vs LLM-as-Reranker vs ColBERT: Which Earns Its Latency
Three reranker shapes, three latency budgets, three recall ceilings. Bench methodology, real code, a...
#rag#ai#llm#benchmark
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Gabriel Anhaia5d ago • 9 min read
Hybrid Retrieval Fusion: RRF vs Weighted vs Learned: When Each Wins
RRF k=60 is the safe default, never the optimum. Three fusion strategies, three failure modes, and a...
#rag#ai#search#benchmark
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Jenny Met3d ago • 8 min read
Claude Jupiter v1-p vs Claude Opus 4.7 vs Sonnet 4.6: Live API Test
Live API benchmark through Crazyrouter comparing Claude Jupiter v1-p, Opus 4.7, Sonnet 4.6, and Opus...
#ai#api#benchmark#devtools
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Jenny Met2d ago • 6 min read
Claude Jupiter v1-p vs GPT-5.5 Benchmark: Real API Test on Reasoning and Coding
We tested claude-jupiter-v1-p and gpt-5.5 through https://cn.crazyrouter.com/v1 across reasoning, co...
#ai#api#benchmark#devtools
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Searchless3d ago • 8 min read
AI Visibility Benchmark 2026: Which Industries Are Winning and Losing in AI Search
Originally published on The Searchless Journal AI Visibility Is Not a Level Playing...
#aivisibility#benchmark#industrybenchmark#geo
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