1676 articles tagged with Benchmark
A code review vendor ran its own eval comparing a $1.20-per-million-output-token model (Luna) against a frontier one (Astra) across 50 public benchmark pull requests from Cal.com, ...
Platform abuse campaigns conceal redirection instructions with emojis, homophones, character decomposition, and redundant symbols, then route users through disguised links to servi...
A pass rate without a cost axis is an advertisement, not a measurement, and that distinction decides whether a benchmark survives review. Teams comparing coding agents publish one ...
I built a small thing and then spent considerably longer trying to find out whether it worked. The...
Use claude plugin eval WITH/WOUT delta and CI thresholds to prove a skill helps before you merge it into an owned kit repo.#agents #ai #llm #testing #software #coding #development ...
Mercury 2.5 (Inception) just hit the leaderboard with a 260k-token context window—enough to process entire codebases in one pass, at $0.04 in/$0.15 out per 1M.https://olud.ai/lates...
AI agents slashed the Bitcoin quantum‑attack benchmark by 86%, highlighting security progress. Yet crypto majors are jittery ahead of today’s CPI release, as on‑chain activity heat...
AI agents redujeron el benchmark de ataque cuántico a BTC en un 86%, mostrando avances en seguridad cripto. Sin embargo, los gigantes del sector están nerviosos antes del dato de C...
Can a local LLM beat -O3? A new study integrates LLMs into the Clang/LLVM pipeline to benchmark C++ optimization. Results show smaller local models struggle with correctness, while...
The paper introduces the Meeting Dynamic Forecasting Benchmark, built from 2,207 real-world meetings and 24,794 future-facing queries.Source: arXiv cs.AIhttps://arxiv.org/abs/2609....
A new benchmark measures belief shifts in Werewolf to analyze communication skills through belief updating.Source: arXiv cs.AIhttps://arxiv.org/abs/2609.12446#MachineLearning
VRL-Bench is a benchmark for evaluating trial-and-error learning on computer control tasks with limited trial budgets.Source: arXiv cs.AIhttps://arxiv.org/abs/2609.12404#MachineLea...
In the concept edition and the implementation/benchmark edition, we covered a speed-up technique for...#ai #llm #machinelearning #performance #software #coding #development #engine...
ParaRecover is a process-level benchmark that evaluates error localization and recovery in multi-turn parallel tool-use agents.Source: arXiv cs.LGhttps://arxiv.org/abs/2609.12345#M...
Anthropic、Claude Codeのプラグイン評価コマンド「claude plugin eval」を紹介https://gihyo.jp/article/2026/09/claude-plugin-eval?utm_source=feed#gihyo #技術評論社 #gihyo_jp #AI #Claude_Code #Plugins
The interesting difference between Claude Fable 5.1 and Claude Mythos 5.1 is not model size, context...
Last verified: August 20, 2026TL;DR: For pure coding benchmark performance, GPT-5.5 and Claude Opus 4.8 are virtually tied (~88.7% SWE-bench Verified). However, on the harder, cont...
Specific Labs dropped Real-SWE, an enterprise-code SWE benchmark, and the leaderboard is a great...
Specific Labs dropped Real-SWE, an enterprise-code SWE benchmark, and the leaderboard is a great study in why you should never read "Claude Code" or "Codex CLI" as a model name.Sam...
Computer-use agents are increasingly evaluated in realistic desktop environments, but existing benchmarks provide limited coverage of professional engineering workflows whose outpu...
Train/test contamination inflates benchmark scores quietly. Here's what it is, the three levels of overlap worth measuring, and how to check two files without writing a script.#mac...
OpenArt reports its Director video agent led Physion Labs' anime benchmark across overall and human-preference measures; ...
Ein neuer #Benchmark für #KI-Modelle listet illegale Aktivitäten von #LLM-Modellen auf; damit auch jene Modell-Anbieter, die mit der Aufgabe verantwortungsvolle Tests durchzuführen...
Hey everyone. This time I'll go through what got me started on this benchmark, and the core of how...