Alternatives to dotMemory
Compare dotMemory alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to dotMemory in 2026. Compare features, ratings, user reviews, pricing, and more from dotMemory competitors and alternatives in order to make an informed decision for your business.
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1
Rider
JetBrains
Fast & powerful, cross-platform .NET IDE, develop .NET, ASP.NET, .NET Core, Xamarin or Unity applications on Windows, Mac, Linux. JetBrains Rider is a cross-platform .NET IDE based on the IntelliJ platform and ReSharper. Rider supports .NET Framework, the new cross-platform .NET Core, and Mono based projects. This lets you develop a wide range of applications including .NET desktop applications, services and libraries, Unity games, Xamarin apps, ASP.NET, and ASP.NET Core web applications. Rider provides 2200+ live code inspections, hundreds of context actions and refactorings brought by ReSharper, and combines them with the IntelliJ platform's solid IDE features. Despite a heavy feature set, Rider is designed to be fast and responsive. As well as running and debugging multiple runtimes, Rider itself runs on multiple platforms, Windows, macOS, and Linux. Most of ReSharper's 60+ refactorings are already available in Rider, and its 450+ context actions are all there.Starting Price: $11.58 per month -
2
RAMMap
Microsoft
Have you ever wondered exactly how Windows is assigning physical memory, how much file data is cached in RAM, or how much RAM is used by the kernel and device drivers? RAMMap makes answering those questions easy. RAMMap is an advanced physical memory usage analysis utility for Windows Vista and higher. Use RAMMap to gain understanding of the way Windows manages memory, to analyze application memory usage, or to answer specific questions about how RAM is being allocated. RAMMap’s refresh feature enables you to update the display and it includes support for saving and loading memory snapshots. For definitions of the labels RAMMap uses as well as to learn about the physical-memory allocation algorithms used by the Windows memory manager.Starting Price: Free -
3
dotTrace
JetBrains
dotTrace is a performance profiler for .NET applications that works right in Visual Studio/JetBrains Rider and provides great ways to detect and analyze performance bottlenecks. dotTrace helps you locate performance bottlenecks in a variety of .NET applications, including desktop applications, .NET Core, ASP.NET applications hosted on IIS or IIS Express web servers, Mono and Unity applications, WCF services, Windows services, Universal Windows Platform applications, and unit tests. Unlike "classic" performance profiling which only lets you measure method call execution time, timeline profiling reveals how calls are distributed in time. It allows for diagnosing performance issues where the order of events matters, such as UI freezes, excessive garbage collection, uneven workload distribution, inefficient file I/O, and more. You can slice and dice profiling data using filters, the call tree, or diagrams.Starting Price: $469 per year -
4
MemOptimizer
CapturePointStone
The Problem: Almost 100% of software programs contain "memory leaks". Over time these leaks cause less and less memory to be available on your PC. Whenever a Windows based program is running, it's consuming memory resources - unfortunately many Windows programs do not "clean up" after themselves and often leave valuable memory "locked", preventing other programs from taking advantage of it and slowing your computer's performance! In addition, memory is often locked in pages so if your program needed 100 bytes of memory, it's actually locking up 2,048 bytes (a page of memory)! Until now, The only way to free up this "locked" memory was to reboot your computer. Not anymore, with MemOptimizer™! MemOptimizer frees memory from the in-memory cache that accumulates with every file or application read from hard-disk.Starting Price: $14.99 one-time payment -
5
Wise Memory Optimizer
WiseCleaner
The best free Windows memory optimization tool. Free up memory, defrag memory, and empty standby memory with one click. Most PC users have known and unknown applications running in the background that take up your computer’s physical memory and thereby affect its performance. And, some applications will not release memory after the close. Wise Memory Optimizer helps you optimize physical memory to boost PC performance. Free up the memory taken up by some useless applications. Empty Standby memory (cached memory) to increase the free memory. Wise Memory Optimizer automatically calculates and displays the In Use, Available and total memory of your computer upon deployment, along with a pie chart. You can learn your PC memory usage at a glance. Single-click the "Optimize Now" button, the program can free up memory in several seconds. This intuitive user interface makes it really easy to use for both novices and experts alike.Starting Price: Free -
6
RAMRush
FCleaner
RAMRush is a free memory management and optimization tool. It can efficiently optimize the memory usage of your Windows system, free up physical RAM and make your system work better. RAMRush uses an intelligent way to manage the physical memory and lets the RAM work with a better performance. It will help you to prevent system crashes, and memory leaks and keep your computer running more efficiently. RAMRush is easy and powerful to use for both beginners and experts. No experience or computer skills are necessary! RAMRush is freeware, you could download and use it free of charge. 100% clean! No spyware or adware! Increase system performance. Increase the amount of memory available. Defragment system physical memory. Recover memory from Windows applications. Remove memory leaks. Prevent system crashes caused by memory problems. Display the real-time usages data of CPU and RAM.Starting Price: Free -
7
Opsian
Opsian
Application, system and JVM performance diagnostics for development and operations teams - supported by performance experts. Clear reports that help development and operations teams find the root cause of performance issues. CPU profiling to identify inefficient pieces of code. Wallclock profiling to identify Garbage Collection pause or memory usage problems. Allocation profiling to identify methods exhibiting excessive memory allocation behavior. JVM diagnostics to identify Garbage collection-related issues such as high pause times and frequent collections. Dashboards and pre-configured health checks to highlight common JVM performance problems around Garbage Collection and resource utilisation. Health checks can be configured to alert your teams so they can address the cause before it becomes a wider problem. Browser-based real-time dashboards that are shareable amongst your team.Starting Price: $159.00/month -
8
Memory Cleaner
Koshy John
Tech-savvy folk are divided over how useful memory cleaning tools can be because Windows (Vista upwards at least) manage memory reasonably well. Most memory cleaning tools are not very useful because many of them use ill-advised techniques that are only relevant to older versions of Windows (pre-Vista). Memory Cleaner is considerably better because it uses functions built into Windows to judiciously free memory - with no performance impact whatsoever. You can now access Memory Cleaner functions from the tray icon without having to open up the main window. The cleaning procedures are both silent and the only alert you will see is the amount of RAM recovered briefly displayed in the window.Starting Price: Free -
9
Rizonesoft Memory Booster
Rizonesoft
Before you think “not another memory booster/optimizer”, Rizonesoft Memory Booster is not just another memory-booster. And yes, I know that many software companies claim that they have the solution to never upgrading memory again. First of all, most of these companies are full of it, most of them rely on the placebo effect, this is, if you think it is going to work, it will. Also, most of them will try and optimize your system by forcing memory out of RAM. Rizonesoft Memory Booster does not run on the placebo memory optimization engine and will not force any memory out of your RAM. It will, however, make a safe Windows API call that tells Windows to clean up the workspace of all processes thus freeing up any memory, processes no longer need (clear processes working set). It will do this periodically to help improve the speed and the stability of your system. Keep in mind that this method will not free up a big amount of RAM, but it will improve the stability of your computer.Starting Price: Free -
10
HeapHero
Tier1app
Due to inefficient programming, modern applications waste 30% to 70% of memory. HeapHero is the industry's first tool to detect the amount of wasted memory. It reports what lines of source code originating the memory wastage and solutions to fix them. A Memory leak is a type of resource drain that occurs when an application allocates memory and does not release after finish using it. This allocated memory can not be used for any other purpose and it remains wasted. As a consequence, Java applications will exhibit one or more of these non-desirable behaviors: poor response time, long JVM pauses, application hang, or even crash. Android mobile applications can also suffer from memory leaks, which can be attributed to poor programming practices. Memory leaks in mobile apps bare direct consumer impact and dissatisfaction. Memory leak slows down the application's responsiveness, makes it hang or crashes the application entirely. It will leave an unpleasant and negative user experience. -
11
Memory-Map
Memory-Map
Memory-Map is a versatile GPS mapping software designed for outdoor enthusiasts, providing tools for route planning, navigation, and real-time tracking across various platforms. The "Memory-Map for All" app offers a unified experience on iOS, Android, Windows, macOS, and Linux, featuring offline access to topographic maps, nautical charts, and adventure maps. Users can plan routes, view elevation profiles, and synchronize data across devices using Cloud Sync. The software supports GPX file import/export, customizable overlays, and interactive speed and altitude graphs. For detailed trip planning, the Windows-based "Memory-Map Navigator" provides advanced features like 3D fly-throughs, personalized map printing, and integration with GPS devices. The platform caters to activities such as hiking, sailing, and off-road driving, offering a comprehensive solution for navigation and mapping needs. -
12
X-plore File Manager
Lonely Cat Games
This is a dual-pane explorer, there are two folders shown at same time, and common operation such as copying files are done from one pane to another. And X-plore shows folder hierarchy in a tree view for clear orientation and fast switching to other location. You may explore internals of the device, and if you're power user and have your device rooted, you can make changes to system data - backup files, remove unwanted applications, etc. If you're standard user, you may choose to hide internal memory from view and be sure not to mess with system. You can comfortably see contents of mass memories on your device, or possibly attached USB memory stick.Starting Price: Free -
13
Maximem
Maximem
Maximem is an AI context management and memory platform designed to give generative AI systems a persistent, secure memory layer that retains and organizes information across conversations, applications, and models. Large language models typically operate with limited session memory, meaning they lose context between interactions and require users to repeatedly provide the same background information. Maximem addresses this limitation by creating a private memory vault that stores relevant context, preferences, historical data, and workflow information so AI systems can reference it in future interactions. It operates between AI models and applications, ensuring that conversations, knowledge, and user data are consistently available across different tools and sessions. This persistent memory allows AI assistants to deliver responses that are more personalized, accurate, and context-aware because the system can retrieve previously stored information. -
14
Minimem
Kerkia
Initially developed for Firefox only, Minimem now can reduce the memory footprint of any application. It runs in the background and can be set up to optimize as many processes as you'd like, using a very intuitive graphical interface. Unlike other memory optimization products, it gives you full control over what applications you want to optimize, when and how often, as well as the possibility to only optimize memory when required and relevant. It optimizes memory by removing as many non-necessary memory pages as possible from the selected processes. It does so at regular intervals which can be user-defined as well and every 30s by default, though uses an advanced pooling mechanism to ensure the CPU usage of Minimem remains low at all times. This then optimizes your applications which can load those pages back whenever they need, and makes your overall system perform much better whenever it is memory limited.Starting Price: Free -
15
BrainAPI
Lumen Platforms Inc.
BrainAPI is the missing memory layer for AI. Large language models are powerful but forgetful — they lose context, can’t carry your preferences across platforms, and break when overloaded with information. BrainAPI solves this with a universal, secure memory store that works across ChatGPT, Claude, LLaMA and more. Think of it as Google Drive for memories: facts, preferences, knowledge, all instantly retrievable (~0.55s) and accessible with just a few lines of code. Unlike proprietary lock-in services, BrainAPI gives developers and users control over where data is stored and how it’s protected, with future-proof encryption so only you hold the key. It’s plug-and-play, fast, and built for a world where AI can finally remember.Starting Price: $0 -
16
Lumosity
Lumosity
Lumosity is a brain training program designed to exercise memory, flexibility, and more through engaging games. It targets cognitive skills such as memory, processing speed, and problem-solving by transforming laboratory tasks into fun, interactive games. Users receive actionable feedback and insights into their cognition, with daily workouts offering a fresh set of games to keep them challenged. The program adapts to individual strengths and weaknesses, ensuring a personalized experience. Lumosity offers over 50 games created by scientists and game designers, covering areas like speed, memory, attention, flexibility, problem-solving, word, and math. The platform has been utilized by over 100 million members worldwide. A randomized study conducted by Lumos Labs found that after 10 weeks, Lumosity users improved more than a control group on assessments of working memory, short-term memory, processing speed, problem-solving, fluid reasoning, etc.Starting Price: Free -
17
Hazelcast
Hazelcast
In-Memory Computing Platform. The digital world is different. Microseconds matter. That's why the world's largest organizations rely on us to power their most time-sensitive applications at scale. New data-enabled applications can deliver transformative business power – if they meet today’s requirement of immediacy. Hazelcast solutions complement virtually any database to deliver results that are significantly faster than a traditional system of record. Hazelcast’s distributed architecture provides redundancy for continuous cluster up-time and always available data to serve the most demanding applications. Capacity grows elastically with demand, without compromising performance or availability. The fastest in-memory data grid, combined with third-generation high-speed event processing, delivered through the cloud. -
18
CANTAB
Cambridge Cognition
Originally developed at the University of Cambridge, the Cambridge Neuropsychological Test Automated Battery (CANTAB) includes highly sensitive, precise and objective measures of cognitive function, correlated to neural networks. CANTAB tests have demonstrated sensitivity to detecting changes in neuropsychological performance and include tests of working memory, learning and executive function; visual, verbal and episodic memory; attention, information processing and reaction time; social and emotion recognition, decision making and response control. Cognitive assessments are invaluable tools for understanding the role of specific brain functions across a range of disorders and syndromes; giving insight into underlying causes, identifying ways to detect the earliest symptoms and evaluating the effects of interventions designed to improve brain health. -
19
Symas LMDB
Symas Corporation
Symas LMDB is an extraordinarily fast, memory-efficient database we developed for the OpenLDAP Project. With memory-mapped files, it has the read performance of a pure in-memory database while retaining the persistence of standard disk-based databases. Bottom line, with only 32KB of object code, LMDB may seem tiny. But it’s the right 32KB. Compact and efficient are two sides of a coin; that’s part of what makes LMDB so powerful. Symas offers fixed-price commercial support to those using LMDB in your applications. Development occurs in the OpenLDAP Project‘s git repo in the mdb.master branch. Symas LMDB has been written about, talked about, and utilized in a variety of impressive products and publications. -
20
Nektony Memory Cleaner
Nektony
Make your Mac work up to its fullest potential with the best speed boosting app out there. You can even set up automatic modes of RAM cleanup and forget about regular manual monitoring of the apps’ CPU usage. RAM memory usage of the system, RAM memory used by apps, RAM memory used by background processes, amount of available free Mac memory, amount of removable files, date and size of latest RAM cleanup, etc. You will find even more great features in the Preferences. Select the info style for displaying memory usage in the menu bar. Free up memory automatically when you quit large apps. Set up the frequency of memory cleanup depending on memory usage or your own preference. If you have ever faced the problem of frozen apps, you know that “Force Quit on Mac” might not be working. However, Memory Cleaner can fix this problem and force quit even Finder. Find the most memory consuming apps and clear RAM with one click. -
21
Fit Learn
Fit Learn
Unlock untapped memory capabilities with the memory palace technique. Students from world-class universities have chosen us to prepare for exams. It takes on average 2 hours to create only one memory palace on your own; just give us your information and we build it for you, and you will never run out of locations to use. Our algorithm is made to tell you what information to practice when you're about to forget it, instead, you can practice and remember it. In your dashboard get feedback on your learning performance, schedule and keep track of your progress, unlock rewards, and challenge your friends. Fit Learn is an automatic memory palace builder. It builds a memory palace for you in one click, so you can save the information you're learning in books, videos, and lessons. Spatial memory is responsible for the recording and recovery of information placed in a location. Studies have shown that spatial memory can enhance your memory 3 to 5 times compared to someone not using it.Starting Price: $8.25 per month -
22
Starcounter
Starcounter
Our ACID in-memory technology and application server enable you to build lightning-fast enterprise software. Without custom tooling or new syntax. Starcounter applications let you achieve 50 to 1000 times better performance without adding complexity. Applications are written in regular C#, LINQ, and SQL. Even the ACID transactions are written in regular C# code. Full Visual Studio support including IntelliSense, debugger, and performance profiler. All the things you like, minus the headache. Write regular C# syntax with MVVM pattern to leverage ACID in-memory technology and thin client UI for extreme performance. Starcounter technology adds business value from day one. We leverage technology that’s already developed and in production, processing millions of business transactions for high-demand customers. Starcounter combines ACID in-memory database and application server into a single platform unmatched in performance, simplicity, and price.Starting Price: Free -
23
Arm DDT
Arm
Arm DDT is the number one server and HPC debugger in research, industry, and academia for software engineers and scientists developing C++, C, Fortran parallel and threaded applications on CPUs, GPUs, Intel, and Arm. Arm DDT is trusted as a powerful tool for the automatic detection of memory bugs and divergent behavior to achieve lightning-fast performance at all scales. Cross-platform for multiple servers and HPC architectures. Native parallel debugging of Python applications. Has market-leading memory debugging. Outstanding C++ debugging support. Complete Fortran debugging support. Has an offline mode for debugging non-interactively. Handles and visualizes huge data sets. Arm DDT is a powerful parallel debugger, available standalone or as part of the Arm Forge debug and profile suite. Its intuitive graphical interface provides automatic detection of memory bugs and divergent behavior at all scales. -
24
Amelia
SoundHound AI
As the market-leading Digital Employee and Conversational AI solution, Amelia delivers the best elements of human interaction – conversation, expression, emotion and understanding – to user experiences every day, driving deeper connections and greater business value. Powered by Amelia, the Digital Employee Builder enables companies to design custom-made, no-code Conversational AI at scale for a variety of use cases, accelerating deployment speed and time-to-value. Amelia's brain uses episodic memory, process memory, intent recognition and emotional intelligence to respond to complex queries, process transactions and deliver personalized customer service. It's why she's the industry's Most Human AI™. Amelia stores facts, concepts, and the associations between them in her semantic memory. From standard operating procedures (SOPs) to policy documents, she can be trained to apply them to conversations. -
25
Aerize Optimizer
Aerize
Get peak performance from your device with this advanced memory cleaner and performance optimizer. Built with proven and tested optimization techniques from the most effective and best-selling system optimizer for BlackBerry, Aerize Optimizer will ensure optimum device performance. From the background, Aerize Optimizer watches the system for performance bottlenecks. Watching system memory and resource usage, ready to provide more system resources to the device. As system resources become more scarce, Aerize Optimizer becomes more aggressive with resource reclamation. Devices perform better when system resources aren't depleted as often. Automatic background optimization requires an in-app purchase. Pro editions have all premium features unlocked without advertisements. Windows 11 is supported with the Windows 10 edition. Avoid memory errors. Alert at memory thresholds. Reclaim precious memory for peak performance.Starting Price: $9.10 one-time payment -
26
Mem Reduct
Mem Reduct
Lightweight real-time memory management application to monitor and clean system memory on your computer. The program used undocumented internal system features (Native API) to clear system cache (system working set, working set, standby page lists, modified page lists) with variable result ~10-50%. Application it is compatible with Windows XP SP3 and higher operating systems, but some general features are available only since Windows Vista.Starting Price: Free -
27
Passware Kit
Passware
Passware Kit Forensic is the complete encrypted electronic evidence discovery solution that reports and decrypts all password-protected items on a computer. The software recognizes 340+ file types and works in batch mode recovering passwords. Analyzes live memory images and hibernation files and extracts encryption keys for hard disks and passwords for Windows & Mac accounts. Passware Bootable Memory Imager acquires memory of Windows, Linux, and Mac computers. Resolved navigation issues after stopping the password recovery process. Instant decryption of the latest VeraCrypt versions via memory analysis. Accelerated password recovery with multiple computers, NVIDIA and AMD GPUs, and Rainbow Tables. In addition to all the key features of a Windows version, Passware Kit Forensic for Mac provides access to APFS disks from Mac computers with Apple T2 chip.Starting Price: $1,195 one-time payment -
28
RAM Booster .Net
RAM Booster .Net
RAM Booster allows you to instantly free up memory when your system slows down. Let RAM Booster .Net free up your memory, and boost your PC’s speed now! Increasing the amount of Memory available. Let's you run large applications simultaneously without slowing down your system! Displays real-time graph of available physical and virtual memory. RAM Booster .Net works in the system tray near the clock. Recovers Memory leaks from unstable programs. Easy and powerful for both beginners and experts.Starting Price: Free -
29
Zephyr
Zephyr
From simple embedded environmental sensors and LED wearables to sophisticated embedded controllers, smart watches, and IoT wireless applications. Implements configurable architecture-specific stack-overflow protection, kernel object and device driver permission tracking, and thread isolation with thread-level memory protection on x86, ARC, and ARM architectures, userspace, and memory domains. For platforms without MMU/MPU and memory constrained devices, supports combining application-specific code with a custom kernel to create a monolithic image that gets loaded and executed on a system’s hardware. Both the application code and kernel code execute in a single shared address space. -
30
RAM Saver Pro
WinTools.com
RAM Saver Pro is an easy-to-use RAM booster, RAM optimizer tool that will keep your computer running faster. RAM optimizer increases the operation system performance by making more memory available for your applications. RAM Saver Pro will defragment system memory for faster access time; increase the efficiency of your CPU and Motherboard caches; recover memory leaks from poorly behaved applications; temporarily flush unused libraries out to disk and so on. Using these optimization tricks will help your favorite applications and games run faster and more efficiently, even on old computers. Professional memory monitoring. Flexible memory optimization with complete statistics output. RAM benchmark test, monitoring and control over the processes which take place in the memory, possibility to create "boosted shortcuts". Common and advanced RAM optimizer options. Automatic and intelligent RAM optimization. Fast run of tools, forced cleaning of the clipboard, and more.Starting Price: $19.99 one-time payment -
31
dotCover
JetBrains
dotCover is a .NET unit testing and code coverage tool that works right in Visual Studio and in JetBrains Rider, helps you know to what extent your code is covered with unit tests, provides great ways to visualize code coverage, and is Continuous Integration ready. dotCover calculates and reports statement-level code coverage in applications targeting .NET Framework, .NET Core, Mono for Unity, etc. dotCover is a plug-in to Visual Studio and JetBrains Rider, giving you the advantage of analyzing and visualizing code coverage without leaving the code editor. This includes running unit tests and analyzing coverage results right in the IDEs, as well as support for different color themes, new icons and menus. dotCover comes bundled with a unit test runner that it shares with another JetBrains tool for .NET developers, ReSharper. dotCover supports continuous testing, a modern unit testing workflow whereby dotCover figures out on-the-fly which unit tests are affected by your code changes.Starting Price: $399 per user per year -
32
VertiPaq Analyzer
SQLBI
VertiPaq Analyzer is useful to analyze VertiPaq storage structures for a data model in Power BI and Analysis Services Tabular. Added measures for segments and partitions: pageable, resident, refresh date, last access. Analysis Services provides many Dynamic Management Views (DMV) to collect information about memory used by a data model. For example, DISCOVER_OBJECT_MEMORY_USAGE is a DMV that provides information about all the objects in memory. You can use such a DMV also to monitor a Multidimensional instance of Analysis Services. Kasper de Jonge created a sample model (BISM Memory Report) that organizes this data in a hierarchical way, making it easy to find the most expensive databases, tables, and columns on a server. If you want to analyze a particular database, you probably want to look at more detailed information, which are available in other DMVs. -
33
ByteRover
ByteRover
ByteRover is a self-improving memory layer for AI coding agents that unifies the creation, retrieval, and sharing of “vibe-coding” memories across projects and teams. Designed for dynamic AI-assisted development, it integrates into any AI IDE via the Memory Compatibility Protocol (MCP) extension, enabling agents to automatically save and recall context without altering existing workflows. It provides instant IDE integration, automated memory auto-save and recall, intuitive memory management (create, edit, delete, and prioritize memories), and team-wide intelligence sharing to enforce consistent coding standards. These capabilities let developer teams of all sizes maximize AI coding efficiency, eliminate repetitive training, and maintain a centralized, searchable memory store. Install ByteRover’s extension in your IDE to start capturing and leveraging agent memory across projects in seconds.Starting Price: $19.99 per month -
34
Apache Ignite
Apache Ignite
Use Ignite as a traditional SQL database by leveraging JDBC drivers, ODBC drivers, or the native SQL APIs that are available for Java, C#, C++, Python, and other programming languages. Seamlessly join, group, aggregate, and order your distributed in-memory and on-disk data. Accelerate your existing applications by 100x using Ignite as an in-memory cache or in-memory data grid that is deployed over one or more external databases. Think of a cache that you can query with SQL, transact, and compute on. Build modern applications that support transactional and analytical workloads by using Ignite as a database that scales beyond the available memory capacity. Ignite allocates memory for your hot data and goes to disk whenever applications query cold records. Execute kilobyte-size custom code over petabytes of data. Turn your Ignite database into a distributed supercomputer for low-latency calculations, complex analytics, and machine learning. -
35
MemMachine
MemVerge
An open-source memory layer for advanced AI agents. It enables AI-powered applications to learn, store, and recall data and preferences from past sessions to enrich future interactions. MemMachine’s memory layer persists across multiple sessions, agents, and large language models, building a sophisticated, evolving user profile. It transforms AI chatbots into personalized, context-aware AI assistants designed to understand and respond with better precision and depth.Starting Price: $2,500 per month -
36
Google Cloud Profiler
Google
Understanding the performance of production systems is notoriously difficult. Attempting to measure performance in test environments usually fails to replicate the pressures on a production system. Micro benchmarking parts of your application are sometimes feasible, but it also typically fails to replicate the workload and behavior of a production system. Continuous profiling of production systems is an effective way to discover where resources like CPU cycles and memory are consumed as a service operates in its working environment. But profiling adds an additional load on the production system: in order to be an acceptable way to discover patterns of resource consumption, the additional load of profiling must be small. Cloud Profiler is a statistical, low-overhead profiler that continuously gathers CPU usage and memory-allocation information from your production applications. It attributes that information to the source code that generated it. -
37
LangMem
LangChain
LangMem is a lightweight, flexible Python SDK from LangChain that equips AI agents with long-term memory capabilities, enabling them to extract, store, update, and retrieve meaningful information from past interactions to become smarter and more personalized over time. It supports three memory types and offers both hot-path tools for real-time memory management and background consolidation for efficient updates beyond active sessions. Through a storage-agnostic core API, LangMem integrates seamlessly with any backend and offers native compatibility with LangGraph’s long-term memory store, while also allowing type-safe memory consolidation using schemas defined in Pydantic. Developers can incorporate memory tools into agents using simple primitives to enable seamless memory creation, retrieval, and prompt optimization within conversational flows. -
38
MemU
NevaMind AI
MemU is an intelligent memory layer designed specifically for large language model (LLM) applications, enabling AI companions to remember and organize information efficiently. It functions as an autonomous, evolving file system that links memories into an interconnected knowledge graph, improving accuracy, retrieval speed, and reducing costs. Developers can easily integrate MemU into their LLM apps using SDKs and APIs compatible with OpenAI, Anthropic, Gemini, and other AI platforms. MemU offers enterprise-grade solutions including commercial licenses, custom development, and real-time user behavior analytics. With 24/7 premium support and scalable infrastructure, MemU helps businesses build reliable AI memory features. The platform significantly outperforms competitors in accuracy benchmarks, making it ideal for memory-first AI applications. -
39
Neural Magic
Neural Magic
GPUs bring data in and out quickly, but have little locality of reference because of their small caches. They are geared towards applying a lot of compute to little data, not little compute to a lot of data. The networks designed to run on them therefore execute full layer after full layer in order to saturate their computational pipeline (see Figure 1 below). In order to deal with large models, given their small memory size (tens of gigabytes), GPUs are grouped together and models are distributed across them, creating a complex and painful software stack, complicated by the need to deal with many levels of communication and synchronization among separate machines. CPUs, on the other hand, have large, much faster caches than GPUs, and have an abundance of memory (terabytes). A typical CPU server can have memory equivalent to tens or even hundreds of GPUs. CPUs are perfect for a brain-like ML world in which parts of an extremely large network are executed piecemeal, as needed. -
40
Arm MAP
Arm
No need to change your code or the way you build it. Profiling for applications running on more than one server and multiple processes. Clear views of bottlenecks in I/O, in computing, in a thread, or in multi-process activity. Deep insight into actual processor instruction types that affect your performance. View memory usage over time to discover high watermarks and changes across the complete memory footprint. Arm MAP is a unique scalable low-overhead profiler, available standalone or as part of the Arm Forge debug and profile suite. It helps server and HPC code developers to accelerate their software by revealing the causes of slow performance. It is used from multicore Linux workstations through to supercomputers. You can profile realistic test cases that you care most about with typically under 5% runtime overhead. The interactive user interface is clear and intuitive, designed for developers and computational scientists. -
41
NativeRest
NativeSoft
NativeRest is a high-performance, memory-efficient REST API client available for Windows, macOS, and Linux. Unlike Electron-based apps, it is a fully native application, which results in faster startup times and significantly lower memory and CPU usage. NativeRest supports offline work with local and cloud-based workspaces, enabling both individual and team collaboration. It includes a preconfigured proxy server to enhance privacy and security during API testing. Users benefit from an intuitive interface, powerful environment variable management, customizable HTTP methods, and code snippet generation in over 15 programming languages. A portable version is also available, requiring no installation or admin rights.Starting Price: $199 -
42
Hyperspell
Hyperspell
Hyperspell is an end-to-end memory and context layer for AI agents that lets you build data-powered, context-aware applications without managing the underlying pipeline. It ingests data continuously from user-connected sources (e.g., drive, docs, chat, calendar), builds a bespoke memory graph, and maintains context so future queries are informed by past interactions. Hyperspell supports persistent memory, context engineering, and grounded generation, producing structured or LLM-ready summaries from the memory graph. It integrates with your choice of LLM while enforcing security standards and keeping data private and auditable. With one-line integration and pre-built components for authentication and data access, Hyperspell abstracts away the work of indexing, chunking, schema extraction, and memory updates. Over time, it “learns” from interactions; relevant answers reinforce context and improve future performance. -
43
AMD Developer Cloud provides developers and open-source contributors with immediate access to high-performance AMD Instinct MI300X GPUs through a cloud interface, offering a pre-configured environment with Docker containers, Jupyter notebooks, and no local setup required. Developers can run AI, machine-learning, and high-performance-computing workloads on either a small configuration (1 GPU with 192 GB GPU memory, 20 vCPUs, 240 GB system memory, 5 TB NVMe) or a large configuration (8 GPUs, 1536 GB GPU memory, 160 vCPUs, 1920 GB system memory, 40 TB NVMe scratch disk). It supports pay-as-you-go access via linked payment method and offers complimentary hours (e.g., 25 initial hours for eligible developers) to help prototype on the hardware. Users retain ownership of their work and can upload code, data, and software without giving up rights.
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44
VisualVM
VisualVM
VisualVM monitors and troubleshoots applications running on Java 1.4+ from many vendors using various technologies including jvmstat, JMX, Serviceability Agent (SA) and Attach API. VisualVM perfectly fits all the requirements of application developers, system administrators, quality engineers, and end users. For each process VisualVM shows basic runtime information: PID, main class, arguments passed to java process, JVM version, JDK home, JVM flags and arguments and System properties. VisualVM monitors application CPU usage, GC activity, heap and metaspace / permanent generation memory, number of loaded classes and running threads. VisualVM provides basic profiling capabilities for analyzing application performance and memory management. Both sampling and instrumentation profilers are available. -
45
MoCA Cognition
MoCA Cognition
The Montreal Cognitive Assessment (MoCA) is a brief, 30-question test that helps healthcare professionals detect cognitive impairments very early on, allowing for faster diagnosis and patient care. MoCA empowers healthcare professionals and researchers to detect cognitive impairment related to conditions such as Alzheimer's disease, Parkinson's disease, Huntington's disease, Lewy Body Dementia, VCI/Stroke, frontotemporal dementia, brain metastasis, ALS, sleep behavior disorder, brain tumors, multiple sclerosis, head trauma, depression, schizophrenia, heart failure, substance abuse, HIV, COVID, and more. MoCA is regularly used by nurses, primary care and specialty physicians, occupational therapists, speech-language pathologists, psychologists, researchers, and other clinicians. It quickly and accurately assesses short-term memory, visuospatial abilities, executive functions, attention, concentration and working memory, language, and orientation to time and place.Starting Price: $20 per month -
46
Slate Desktop
Slate Desktop
Slate Desktop™ is better machine translation for translators. It's an application suite that adds a machine translation provider to your personal computer. The provider runs in the background delivering machine translations to computer-assisted translation tools like memoQ, Trados Studio and others that also run on your PC. You import your translation memories into Slate Desktop™ and it does the rest. It uses mature machine learning to study your translation memories for hours and finds your translation knowledge and style. It saves what it learned in a translation model that’s fully adapted to you from the contents of your translation memories. Your Slate Desktop™ model appears in your CAT tool’s machine translation resources. Working in your CAT tool, Slate Desktop™ uses artificial intelligence to render machine translation suggestions with the terminology, knowledge and style it learned from your translation memories.Starting Price: $169 one-time payment -
47
SmartBear AQTime Pro
SmartBear
Debugging should be simple. AQTime Pro synthesizes complex memory and performance information into digestible, actionable insights so you can quickly find bugs and their root cause. Finding and squashing highly differentiated bugs is tedious and complicated, but AQTime Pro makes it easy. With over a dozen profilers, you can find memory leaks, performance bottlenecks, code coverage gaps and more in just a few clicks. AQTime Pro enables you to squash all bugs with one tool and get back to making high quality code. Don’t let code profilers box you in with a single codebase or framework and prevent you from finding performance bottlenecks, memory leaks, code coverage gaps unique to your project. AQTime Pro is the one tool to use across multiple codebases and frameworks in a project. It has broad language support for C/C++, Delphi, .NET, Java and more.Starting Price: $719 one-time payment -
48
Terracotta
Software AG
Terracotta DB is a comprehensive, distributed in-memory data management solution which caters to caching and operational storage use cases, and enables transactional and analytical processing. Ultra-Fast Ram + Big Data = Business Power. With BigMemory, you get: Real-time access to terabytes of in-memory data. High throughput with low, predictable latency. Support for Java®, Microsoft® .NET/C#, C++ applications. 99.999 percent uptime. Linear scalability. Data consistency guarantees across multiple servers. Optimized data storage across RAM and SSD. SQL support for querying in-memory data. Reduced infrastructure costs through maximum hardware utilization. High-performance, persistent storage for durability and ultra-fast restart. Advanced monitoring, management and control. Ultra-fast in-memory data stores that automatically move data where it’s needed. Support for data replication across multiple data centers for disaster recovery. Manage fast-moving data in real time -
49
myNeutron
Vanar Chain
Tired of repeating to your AI? myNeutron's AI Memory captures context from Chrome, emails, and Drive, organizes it, and syncs across your AI tools so you never re-explain. Join, capture, recall, and save time. Most AI tools forget everything the moment you close the window — wasting time, killing productivity, and forcing you to start over. MyNeutron fixes AI amnesia by giving your chatbots and AI assistants a shared memory across Chrome and all your AI platforms. Store prompts, recall conversations, keep context across sessions, and build an AI that actually knows you. One memory. Zero repetition. Maximum productivity.Starting Price: $6.99 -
50
Letta
Letta
Create, deploy, and manage your agents at scale with Letta. Build production applications backed by agent microservices with REST APIs. Letta adds memory to your LLM services to give them advanced reasoning capabilities and transparent long-term memory (powered by MemGPT). We believe that programming agents start with programming memory. Built by the researchers behind MemGPT, introduces self-managed memory for LLMs. Expose the entire sequence of tool calls, reasoning, and decisions that explain agent outputs, right from Letta's Agent Development Environment (ADE). Most systems are built on frameworks that stop at prototyping. Letta' is built by systems engineers for production at scale so the agents you create can increase in utility over time. Interrogate the system, debug your agents, and fine-tune their outputs, all without succumbing to black box services built by Closed AI megacorps.Starting Price: Free
