Codeflash uses AI to automatically find the most optimized version of your Python code through benchmarking — while verifying it's correct.
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Cognition operates Devin, described as an autonomous software engineer that plans, writes, tests, and ships production code inside existing workflows. The company also publishes FrontierCode, a benchmark intended to measure whether a model writes code a maintainer would merge. Cognition builds tools for software creation.
CrystalDiskMark is a disk benchmark tool for Windows. It measures sequential and random read, write, and mixed performance, with several measure modes. It runs on Windows XP through 11 and Windows Server editions on x86, x64, and ARM64 architectures. The documentation notes that benchmarks may shorten SSD or USB memory life and that results are not compatible between major versions.
Ego-Exo4D is a large-scale multi-modal, multi-view video dataset and benchmark of simultaneously captured ego-centric and exo-centric video of skilled human activities such as sports, music, dance, and bike repair. It includes natural language datasets, multi-view capture with Aria glasses and GoPros, and benchmarks including Keystep Recognition and Proficiency Estimation.
DeepSWE is a benchmarking platform that evaluates frontier coding agents on original, long-horizon software engineering tasks. It provides a public leaderboard, task examples, and tracks results across 113 tasks, 91 repositories, 5 programming languages, and 28 models.
A market intelligence site for AI compute that tracks live GPU cloud and LLM API pricing, performance benchmarks and market data across AI infrastructure providers. It publishes comparisons of GPU cloud pricing by provider and of LLM performance versus cost, including articles on Azure, AWS, Google Cloud, CoreWeave and Lambda GPU offerings.
Design Arena is a global crowdsourced benchmark for AI-generated design. It allows users to challenge, vote on, and crown winning design outputs, access category-specific leaderboards for assets including websites, slides, images, video, audio, and code, and use top AI models to generate a wide range of design and development assets. Millions of users across over 190 countries use the platform to discover and compare AI model capabilities.
DesignArena is a crowdsourced benchmark platform for AI-generated design, described as the world's fastest-growing of its kind. It hosts leaderboards for AI design tasks including website, UI component, data visualization, 3D asset, image, logo, slides, video, and audio generation, as well as comparisons of model performance by preference versus speed and preference versus price. It also offers tools to build AI-powered design projects.
DevCheck Hardware Database presents phone and tablet specifications and benchmarks measured on real hardware in real-world use. It lists devices, SoCs, CPUs and GPUs with rankings by median DevCheck Benchmark score, and includes installed-base insights. It also covers DevCheck Device & System Info for Android, a hardware monitoring and benchmarking app.
A DNS speed benchmarking tool that performs an A record lookup for the apex domain name from more than 200 locations worldwide. The lookup time serves as a benchmark of DNS provider performance in different regions and allows debugging of self-hosted DNS servers and testing of routing logic. Test result retention is up to 30 days.
A free browser-based DNS speed test that benchmarks DNS-over-HTTPS servers from the user's location in real time. It sends live DoH queries locally without server-side code, times full round trips, and marks unresponsive servers as unavailable. Queries time out after five seconds, and results are intended for relative comparison between servers.
ankerl::nanobench is a platform independent microbenchmarking library for C++11/14/17/20. It provides a simple API and prints benchmark results including time per operation, instructions per operation, cycles per operation, IPC and branch misses.
Does It Arm? is a compatibility resource for Apple Silicon processors, including the Apple M5 Max and M5 Pro. It lists apps and games reported to support these processors, and provides associated performance reports and benchmark data. Content is organized into categories such as apps, games, devices, benchmarks, and Homebrew packages.
Don't kill my app! addresses Android manufacturers that prioritize battery life over app functionality. It lists vendors including Huawei, Xiaomi, OnePlus, Samsung, Meizu, Asus, Oppo and others, and offers ways to fix app-killing behavior. It also references a DontKillMyApp Benchmark app on the Play Store and a Google IssueTracker template for device-specific issues.
EQ-Bench 4 is a benchmark that measures active emotional and social intelligence abilities in multiturn conversations. It uses 120 personas with assigned traits, including adversarial ones, in roleplay chats played by Gemini 3.1 Pro Preview. Transcripts are assessed by three judges to produce a ranked Elo score.
EveryMac.com is a reference site established in 1996 that documents technical specifications, configuration details, upgrade options, device identifiers, benchmarks and global prices for Apple computers and devices. It also offers tools to compare Macs, sort models, and look up Macs by serial number, plus a storage upgrade compatibility guide covering G3 and later Macs.
Feature Stores for ML is a global community of data science professionals, researchers, and engineers focused on feature stores for machine learning pipelines. It creates educational content about feature stores and the surrounding data and AI ecosystem, hosts monthly industry meetups, and provides resources including blog posts, videos, benchmarks, and an MLOps dictionary.
FMHL is a directory of free Minecraft server hosters. It lists hosts with ratings and specifications, and offers filters for region, 24/7 availability, RAM, storage, CPU and name. Specs are described as verified, with uptime benchmarks and community ratings indexed by Myuui and the community.
Fordatis is the research data repository of the Fraunhofer-Gesellschaft. It hosts research publications and datasets from Fraunhofer institutes and Fraunhofer associations, with content searchable by institute, document type, publication date, author, title, and language, and available in German and English. Recent publications include works on RF spectrogram datasets for deep learning, motion-aware speed estimation, and 3D instance segmentation benchmarks.
Fraps is a Windows application for games using DirectX or OpenGL graphics. It displays frames per second, performs custom benchmarks, takes screenshots with a key press, and records video and audio, with custom frame rates from 1 to 120 frames per second. A free download is offered, and an unrestricted full version is available for purchase.
GeoEstimation is a tool for estimating the geolocation of photos. Users select an image from a predefined benchmark test set and click a world map to make a guess. Results are shown as a heat map of likely locations and a visualization of contributing photo parts, alongside scene classification probabilities for indoor, nature and urban settings.
Globalping is a platform for running network commands such as ping, traceroute and DNS resolve on probes distributed worldwide. It is used to monitor, debug and benchmark internet infrastructure. It offers a REST API, CLI and integrations.
This is a Kaggle page for a Google prompt engineering whitepaper. It invites users to join a community of builders, researchers and labs evaluating AI agents, models and frontier technology through crowdsourced benchmarks, competitions and hackathons.
GRC.COM hosts a collection of free downloadable programs and resources, including its DNS Benchmark, ValiDrive, InControl and InSpectre tools. The page lists projects by current popularity and notes daily and total download counts.