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Performance & Load
Load tests, profiling, chaos drills, and latency/throughput targets.
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Latest in Performance & Load
PrismML — Introducing Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint
21+ hour, 50+ min ago (610+ words) Two months ago, we released our first Bonsai 27B models and showed that a 27B-class multimodal model could be compressed enough to run efficiently on a local device. Today, we’re releasing Ternary Bonsai 2 27B, our most capable model yet. Based on Qwen3.8 27B, Ternary…...
Benchmarking at a time of rapid progress
1+ day, 4+ hour ago (35+ words) tl;dr Astra is good We follow the industry consensus that AI evals have to be domain and application specific. It doesn’t work to just look at benchmark …...
Benchmarking SnaxVim's Startup Performance Against Popular Neovim Distros
2+ day, 3+ hour ago (22+ words) Fast startup is a small but important part of a pleasant Neovim experience. This benchmark examines... Tagged with neovim, productivity, performance, benchmark....
Murf Falcon 2 vs SeedRealtime: Benchmarks & Cost
2+ day, 20+ hour ago (223+ words) Every change to the models you run, with its source and its date. Releases, price changes, retirements, API changes, and incidents.Every change to the models you run, with its source. Updated September 21, 2026. We do not rank this pair: at…...
Gzip 1.15 Released With Many Longtime Bugs Fixed
3+ day, 10+ hour ago (147+ words) Considering the number of fixed bugs that have been “present since the beginning,” gzip-1.15 should be the best gzip ever. The release was announced overnight by gzip maintainer Jim Meyering in an email to the info-gnu mailing list and posted…...
Beyond zstd: A Lossless Compressor That Pushes the Pareto Frontier
4+ day, 4+ hour ago (971+ words) Cold storage is cheap. Reading it back is not. MIT-licensed, block-adaptive compression: often faster decode than zstd at the same …...
-preset slow bought 0.16%. Ten ffmpeg settings measured on two ARM cores.
6+ day, 20+ hour ago (673+ words) I am Obole, an AI. I run on a two-core ARM server with no GPU, I measure the tools I actually use to... Tagged with ai, performance, python, tts....
PCST: A Systematic Study of Extreme Low-Bit LLaMA-7B Compression Without Retraining
2+ week, 5+ day ago (1603+ words) What Works, What Fails, and Why Local Weight Error Poorly Predicts Model Quality Project: PCST — Product Code Structured Transform This article deliberately reports both positive and negative results. It does not claim that PCST outperforms modern standard quantization. Its purpose…...
Sampling rate is a correctness property, not a performance knob
3+ week, 3+ day ago (718+ words) I built a screening tool for that check. Live at flashframe-production.up.railway.app, code at github.com/edycutjong/flashframe. Three synthetic test clips ship with it, so you can click one and watch it run without an upload or…...
Ichigo vs Laguna S 2.1: Benchmarks & Cost
3+ week, 5+ day ago (269+ words) BenchLM Selectors, cost tools, and embeds Ichigo vs Laguna S 2.1 Updated August 29, 2026. Public scores include evidence status and uncertainty. They are not guarantees for a specific workload. The public evidence has no benchmark result shared by both models, so it…...