Alternatives to Almeta ML
Compare Almeta ML alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Almeta ML in 2026. Compare features, ratings, user reviews, pricing, and more from Almeta ML competitors and alternatives in order to make an informed decision for your business.
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1
Octane
Octane
Our usage-based billing platform enables businesses to accurately and efficiently monetize their products and services based on actual usage. With our platform, companies can seamlessly track and measure usage metrics, such as usage duration, volume, or specific actions, and generate accurate invoices or pricing plans accordingly. By shifting from traditional fixed pricing models to a dynamic and flexible usage-based approach, businesses can optimize revenue streams, increase customer satisfaction, and align pricing with actual value delivered. Our platform provides comprehensive analytics and reporting capabilities, empowering organizations to gain valuable insights into customer behavior, identify growth opportunities, and make data-driven decisions. -
2
Ensemble Dark Matter
Ensemble
Train accurate ML models on limited, sparse, and high-dimensional data without extensive feature engineering by creating statistically optimized representations of your data. By learning how to extract and represent complex relationships in your existing data, Dark Matter improves model performance and speeds up training without extensive feature engineering or resource-intensive deep learning, enabling data scientists to spend less time on data and more time-solving hard problems. Dark Matter significantly improved model precision and f1 scores in predicting customer conversion in the online retail space. Model performance metrics improved across the board when trained on an optimized embedding learned from a sparse, high-dimensional data set. Training XGBoost on a better representation of the data improved predictions of customer churn in the banking industry. Enhance your pipeline, no matter your model or domain. -
3
B2Metric
B2Metric
Customer intelligence data platform that helps brands analyze and predict user behavior across multi-channels. Analyze your data quickly and accurately. Identify customer behavior patterns and trends to make informed decisions with the power of AI and ML solutions. B2Metric can integrate with endless sources including databases you use the most. Optimize your retention strategies by predicting customer churn and taking preventive actions accordingly. Categorize customers into distinct groups based on their behaviors, characteristics, and preferences to enable targeted marketing. Refine marketing strategies using data-driven insights to enhance performance, targeting, personalization, and budget optimization. Provide unique customer experiences by optimizing touchpoints and tailoring marketing efforts. AI-based marketing analytics that reduces user churn & increases growth. Identify your customers at risk of churn and develop proactive retention strategies with advanced ML algorithms.Starting Price: $99 per month -
4
Mintrics
Mintrics
Mintrics is the ultimate social video analytics dashboard, with market and competitor intelligence. It lets brands, agencies, and content creators understand exactly which videos are performing well, which aren't, and why. With Mintrics, all of your videos across Facebook and YouTube are analyzed in one place. It connects to the various APIs using the users' tokens to gather data that is not available publicly, runs all sorts of calculations and displays unique metrics with historical data. But since metrics are useless on their own, Mintrics offers benchmarks, monthly reports, and personalized recommendations. First, on a page/channel level to clearly indicate how a given video's performing against the rest, and then industry benchmarks that show performance against the competition at large. You also get to track & group your competitors in lists and view the market insights in whole using Mintrics live leaderboard!Starting Price: $79 -
5
UpTrain
UpTrain
Get scores for factual accuracy, context retrieval quality, guideline adherence, tonality, and many more. You can’t improve what you can’t measure. UpTrain continuously monitors your application's performance on multiple evaluation criterions and alerts you in case of any regressions with automatic root cause analysis. UpTrain enables fast and robust experimentation across multiple prompts, model providers, and custom configurations, by calculating quantitative scores for direct comparison and optimal prompt selection. Hallucinations have plagued LLMs since their inception. By quantifying degree of hallucination and quality of retrieved context, UpTrain helps to detect responses with low factual accuracy and prevent them before serving to the end-users. -
6
Delineate
Delineate
Delineate offers an easy-to-use platform for generating machine learning-driven predictive models for a range of purposes. Enrich your CRM data with churn predictions, sales forecasts, and even build data products for your customers and team, just to name a few. With Delineate you can access data-driven insights to improve decision-making with ease. The platform caters to founders, revenue teams, product managers, executives, and data enthusiasts. Try Delineate and unleash your data's full potential.Starting Price: $99 per month -
7
StreamFlux
Fractal
Data is crucial when it comes to building, streamlining and growing your business. However, getting the full value out of data can be a challenge, many organizations are faced with poor access to data, incompatible tools, spiraling costs and slow results. Simply put, leaders who can turn raw data into real results will thrive in today’s landscape. The key to this is empowering everyone across your business to be able to analyze, build and collaborate on end-to-end AI and machine learning solutions in one place, fast. Streamflux is a one-stop shop to meet your data analytics and AI challenges. Our self-serve platform allows you the freedom to build end-to-end data solutions, uses models to answer complex questions and assesses user behaviors. Whether you’re predicting customer churn and future revenue, or generating recommendations, you can go from raw data to genuine business impact in days, not months. -
8
Freshsuccess
Freshworks
Proactive customer success software. Freshsuccess helps software and subscription companies prevent churn, increase expansion, and strengthen customer relationships. Gain more visibility into your customers. Quickly see account health, support tickets, billing history, communications, and user engagement. Identify risks and opportunities. Proactively address customer churn, and identify new advocates or expansion opportunities. Standardize workflows, automate tasks, and establish best-practices for your Customer Success team. See key metrics like churn, expansion, product adoption, and customer health. Leading B2B software and subscription companies trust Freshsuccess. A customer health score captures the attributes and behaviors of successful customers. Instead of relying on intuition, Customer Success professionals use health scores to spot customer risks and opportunities proactively.Starting Price: $79 per user per month -
9
Forwrd
Forwrd
Set your KPI and Forwrd will create a predictive scoring model based on factors strongly linked to your KPI. Identify and prioritize leads faster and more accurately with predictive scoring. Rank accounts and their underlying leads methodically with account scoring. Prevent customer churn by identifying & understanding churn drivers. Detect product-qualified leads to improve lead prioritization and sales efficiency. Build a self-learning scoring model that automatically identifies new conversion-impacting factors in your data and updates itself automatically. Identify churn signals with ease, discover opportunities to delight your best customers, and enable your frontline team to retain more customers. No code means you can build AI scoring models and deploy them without data teams. -
10
GitView
GitView
GitView is a git analytics solution for engineering leaders. Get the status of work across your engineering organization all in one view. You'll see code changes, pull requests, and reviews. Leverage meaningful metrics that help measure which code changes are actually impactful. Easy to read graphs and tables display impact scores and whether code changes are new work, churn, a legacy change (refactor), or a simple removal. Dig into DORA insights like deployment frequency, lead time for changes, and change failure rate. Visual displays of velocity, and extensive cycle time breakdown, help spot bottlenecks and improve efficiency. All data can be filtered by teams, contributors, repositories and more. We emphasize transparency & customizability. You have the ability to see how each data point is calculated. Plus, using Raw SQL, we offer you the power to create custom reports, dashboards, emailers, and notifications so you get the information you need the way you want!Starting Price: $13 per developer per month -
11
Churned
Churned
Integrate all your customer data from any tech stack and get a clear overview of relevant data for each customer, including risk levels, churn rates, and usage trends. Unify your data to get a complete overview of your customers' health and trends. Use Churned's insights to take a proactive approach to fighting churn and identify the actions you should take to prevent customers from churning. AI-based health scores, key churn drivers, and next best actions. Automated alerts when a customer is at risk or an opportunity arises. Easy-to-understand results based on customer segments. Get automated alerts when a customer is at risk or an opportunity arises, and execute the right engagement proactively with customers in poor health. Maximize growth opportunities with the healthiest customers. Boost your business's growth with Churned's automated next-best product offerings and personalized customer contact channels.Starting Price: €199 per month -
12
Invert
Invert
Invert offers a complete suite for collecting, cleaning, and contextualizing data, ensuring every analysis and insight is based on reliable, organized data. Invert collects and standardizes all your bioprocess data, with powerful, built-in products for analysis, machine learning, and modeling. Clean, standardized data is just the beginning. Explore our suite of data management, analysis, and modeling tools. Replace manual workflows in spreadsheets or statistical software. Calculate anything using powerful statistical features. Automatically generate reports based on recent runs. Add interactive plots, calculations, and comments and share with internal or external collaborators. Streamline planning, coordination, and execution of experiments. Easily find the data you need, and deep dive into any analysis you'd like. From integration to analysis to modeling, find all the tools you need to manage and make sense of your data. -
13
Keepsake
Replicate
Keepsake is an open-source Python library designed to provide version control for machine learning experiments and models. It enables users to automatically track code, hyperparameters, training data, model weights, metrics, and Python dependencies, ensuring that all aspects of the machine learning workflow are recorded and reproducible. Keepsake integrates seamlessly with existing workflows by requiring minimal code additions, allowing users to continue training as usual while Keepsake saves code and weights to Amazon S3 or Google Cloud Storage. This facilitates the retrieval of code and weights from any checkpoint, aiding in re-training or model deployment. Keepsake supports various machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, by saving files and dictionaries in a straightforward manner. It also offers features such as experiment comparison, enabling users to analyze differences in parameters, metrics, and dependencies across experiments.Starting Price: Free -
14
Noogata
Noogata
Noogata’s AI blocks are built for professionals who need to quickly and easily turn their data into actionable insights to drive business opportunities, growth, and profit. Do more with AI and ML tools built for business users, not data scientists. Turbocharge your business intelligence and analytics tools, including your spreadsheets. Use dozens of pre-built, ready-to-go AI models to turn your data into insight. Connect and customize the blocks to tackle your most pressing business challenges. Connect your data platform and sources, or even Google Sheets or Excel. Create actionable insights, recommendations, and best practices. We know that business users have different data sources, requirements, and objectives so we have built the Noogata AI libraries and blocks to address your specific needs. Uncover the competitive landscape and improve online sales performance. Run analyses in minutes to gain insights into pricing, content strategy, and advertising recommendations. -
15
Amazon SageMaker Clarify
Amazon
Amazon SageMaker Clarify provides machine learning (ML) developers with purpose-built tools to gain greater insights into their ML training data and models. SageMaker Clarify detects and measures potential bias using a variety of metrics so that ML developers can address potential bias and explain model predictions. SageMaker Clarify can detect potential bias during data preparation, after model training, and in your deployed model. For instance, you can check for bias related to age in your dataset or in your trained model and receive a detailed report that quantifies different types of potential bias. SageMaker Clarify also includes feature importance scores that help you explain how your model makes predictions and produces explainability reports in bulk or real time through online explainability. You can use these reports to support customer or internal presentations or to identify potential issues with your model. -
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ClearScape Analytics
Teradata
ClearScape Analytics is Teradata's advanced analytics engine, offering powerful, open, and connected AI/ML capabilities designed to deliver better answers and faster results. It provides robust in-database analytics, enabling users to solve complex problems with extensive in-database analytic functions. It supports various languages and APIs, achieving frictionless connectivity with best-in-class open source and partner AI/ML tools. With the "Bring Your Own Analytics" feature, organizations can operationalize all their models, even those developed in other tools. ModelOps accelerates time to value by reducing deployment time from months to days, allowing for the automation of model scoring and enabling production scoring. It allows users to derive value faster from generative AI use cases with open-source large language models. -
17
InsightFinder
InsightFinder
InsightFinder Unified Intelligence Engine (UIE) platform provides human-centered AI solutions for identifying incident root causes, and predicting and preventing production incidents. Powered by patented self-tuning unsupervised machine learning, InsightFinder continuously learns from metric time series, logs, traces, and triage threads from SREs and DevOps Engineers to bubble up root causes and predict incidents from the source. Companies of all sizes have embraced the platform and seen that business-impacting incidents can be predicted hours ahead with clearly pinpointed root causes. Survey a comprehensive overview of your IT Ops ecosystem, including patterns, trends, and team activities. Also view calculations that demonstrate overall downtime savings, cost of labor savings, and number of incidents resolved.Starting Price: $2.5 per core per month -
18
Accern
Accern
The Accern No-Code NLP Platform empowers domain experts and business analysts to extract the most accurate insights from massive streams of unstructured data–including news, social media, industry reports and internal documents—within minutes. Accern offers pre-built AI/ML/NLP solutions to minimize time to value and maximize ROI for equity research, credit risk, M&A activity, ESG performance, insurance claims, fraud prevention, sanctions monitoring and more. Recognized as the first No-Code NLP platform and industry leader with the highest accuracy scores, Accern also enables data scientists to customize end-to-end AI/ML/NLP workflows with BYO datasets, taxonomies, models and pre-integrated dashboards and DSML platforms. In production at companies like Allianz, William Blair and Mizuho Bank, Accern accelerates innovation by enhancing existing models and enriching BI dashboards. -
19
Juris Mindcraft
Juris Technologies
Juris Mindcraft is an artificial intelligence (AI) that uses data mining and machine learning to make explainable recommendations of those with credit history. The AI engine in Mindcraft can be used to calculate an existing customer's propensity to buy based on their past behaviour, provide early warning (up to 6 months ahead) for customers that may go rogue or become NPLs. These results will be generated in reports for easier understanding. Combining the power of your business expertise and statistical measures, Juris Mindcraft has proven to be precise and accurate in scoring your customer's credit worthiness. Unlike many nascent AI engines currently in the market, the technology used in Mindcraft is mature and sophisticated. In fact, it has been tried and tested in real life scenarios, with authentic data. -
20
Arthur AI
Arthur
Track model performance to detect and react to data drift, improving model accuracy for better business outcomes. Build trust, ensure compliance, and drive more actionable ML outcomes with Arthur’s explainability and transparency APIs. Proactively monitor for bias, track model outcomes against custom bias metrics, and improve the fairness of your models. See how each model treats different population groups, proactively identify bias, and use Arthur's proprietary bias mitigation techniques. Arthur scales up and down to ingest up to 1MM transactions per second and deliver insights quickly. Actions can only be performed by authorized users. Individual teams/departments can have isolated environments with specific access control policies. Data is immutable once ingested, which prevents manipulation of metrics/insights. -
21
Atmantara
Atmantara GmbH
Atmantara is an enterprise AI infrastructure platform built for financial institutions, banks, insurers, and fintechs, to deploy and scale custom ML models securely and efficiently. Designed for regulated, data-rich environments, Atmantara streamlines the full ML lifecycle from ingestion to production through a unified, developer-friendly platform. Prebuilt & custom models for: • Fraud Detection • Credit Risk Scoring • Churn Prediction • Claims Automation • Debt Collection • Portfolio Optimization • Regulatory Compliance • Payment Optimization • Document Understanding • Customer Insights With real-time pipelines, secure model deployment, and full auditability, Atmantara lets your teams operationalize AI with speed and confidence.Starting Price: $199/month -
22
Palantir AIP
Palantir
Deploy LLMs and other AI — commercial, homegrown or open-source — on your private network, based on an AI-optimized data foundation. AI Core is a real-time, full-fidelity representation of your business that includes all actions, decisions, and processes. Utilize the Action Graph, atop the AI Core, to set specific scopes of activity for LLMs and other models – including hand-off procedures for auditable calculations and human-in-the-loop operations. Monitor and control LLM activity and reach in real-time to help users promote compliance with legal, data sensitivity, and regulatory audit requirements. -
23
ProsperStack
ProsperStack
Prevent churn and win back lost revenue. ProsperStack is the drop-in cancellation flow that prevents churn, automatically. Use targeted offers to save customers and capture feedback to make informed product, pricing and remarketing decisions. The ProsperStack cancellation flow is a low-friction, beautiful offboarding experience that's kind to users and serves your business. Embed it directly into your application with just a few lines of code. After that, customize everything within ProsperStack—no developer necessary! Turn your cancellation flow into a powerful churn-prevention tool. Present special offers tailored to the customer's segment and reason for leaving. A/B test offers, analyze results and customize at any time to learn what's most effective. Answers in ProsperStack help you retarget lost revenue effectively, plus provide insight into key decisions about your product roadmap, pricing, service and support.Starting Price: $79 per month -
24
Incedo Lighthouse
Incedo
Next generation cloud native AI powered Decision Automation platform to develop use case specific solutions. Incedo LighthouseTM harnesses the power of AI in a low code environment to deliver insights and action recommendations, every day, by leveraging the capabilities of Big Data at superfast speed. Incedo LighthouseTM enables you to increase revenue potential by optimizing customer experiences and delivering hyper-personalized recommendations. Our AI and ML driven models allow personalization across the customer lifecycle. Incedo LighthouseTM allows you to achieve lower costs by accelerating the loop of problem discovery, generation of insights and execution of targeted actions. The platform is powered by our ML driven metric monitoring and root cause analyses models. Incedo LighthouseTM monitors the quality of the high volumes of frequent data loads and leverages AI/ML to fix some of the quality issues, thereby improving trust in data. -
25
Churn Buster
Churn Buster
Failed payment recovery for companies who give a damn about customer experience. Churn Buster is the fastest, easiest, most air-tight way to end passive churn—and treat customers with the respect they deserve. Churn Buster takes the right action at the right times to preserve customer relationships, elevate your brand, and retain more customers long-term. Churn Buster is the fastest, easiest, most air-tight way to end passive churn and treat your customers with the respect they deserve. Churn Buster preserves customer relationships, elevates your brand, and retains more customers. Churn Buster campaigns can be activated in 5 minutes, with tactics proven by years of optimization. Everything *just works* out-of-the-box, and is customizable to match your unique business model. Emails sent to customers are customizable to match your brand with HTML, text-based, or both! Turn on the templates and sending schedules proven to work wonders for the best SaaS co's in the biz. -
26
Barilliance
Barilliance
Drive growth through repeat purchases, reduced churn, and increased LTV. Barilliance combines customer data from various channels (email, web activity, physical stores and CRM data) and across devices into a single 360 user profile. Drilling down to the customer level allows you to see data broken out by individual customer and session: products viewed, added to cart, purchased, and search terms used. Focus on the best opportunities and prioritize campaigns based on Barilliance 360 customer big data. You can see the size and intent of various target audiences in real time. We calculate key metrics such as LTV and average order value. Easily embed highly customized product recommendations in our point and click campaign builder. Full integration with our product recommendation engine and website personalization suite creates specific, relevant offers that go beyond simple coupons and blanket discounts.Starting Price: $250.00/month -
27
Syrup
Syrup
As an email marketer for over 20 years, Syrup emerged from our own struggles with complex email platforms that failed to meet modern SaaS needs. Driven by a desire for meaningful customer engagement, we envisioned a Product-led Email (PLE) platform that would revolutionize customer communication through hyper-personalized experiences. Our vision goes beyond email, with a commitment to providing product usage-based tools that maximize customer loyalty and ROI for SaaS. We believe in the power of individualized communication, and we're excited for you to experience the impact. Instantly generate campaigns that are uniquely tailored to your users. Automate your communication at optimal moments with pre-built, user-targeted drips. With ready-to-deploy audiences, identify user activity levels, revenue opportunities, and churn risks. Early adopters may be eligible for free platform usage for a limited time. -
28
Comet
Comet
Manage and optimize models across the entire ML lifecycle, from experiment tracking to monitoring models in production. Achieve your goals faster with the platform built to meet the intense demands of enterprise teams deploying ML at scale. Supports your deployment strategy whether it’s private cloud, on-premise servers, or hybrid. Add two lines of code to your notebook or script and start tracking your experiments. Works wherever you run your code, with any machine learning library, and for any machine learning task. Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Monitor your models during every step from training to production. Get alerts when something is amiss, and debug your models to address the issue. Increase productivity, collaboration, and visibility across all teams and stakeholders.Starting Price: $179 per user per month -
29
Propense.ai
Propense.ai
Find new revenue streams for existing customers through AI. Propense.ai is the only data-driven platform that focuses solely on cross-selling. It transforms internal data into actionable revenue drivers, enabling and empowering firm leadership and professionals to better serve clients, gain strategic insights, and increase firm-wide revenue. Real-time access to cross-selling scores for firms, clients, industries & custom segments. Precise forecasting metrics for cross-selling goals. Proactively find new revenue streams for existing customers through AI. Discover new pipelines from market changes. Propense.ai is a SaaS platform that identifies new revenue streams for businesses, augmented with AI technology. Our B2B predictive sales intelligence model enables firms to streamline and maximize their cross-selling revenue by analyzing historical and market data points to reveal revenue opportunities hiding in plain sight. -
30
ZoneReporting
Zone & Company
Connect your data from NetSuite, Salesforce, and other pre-built data sources. Zone's advanced ETL processes bring all your data together with pre-built data models into a robust data warehouse solution. Analyze your data with Power BI’s advanced reporting and over 50+ pre-built Power BI reports and dashboards. Start with over 50 pre-built reports and dashboards designed by former CFO’s and COO’s. No matter what industry, department, or business challenge, we can help you deliver value on day 1 with ZoneReporting. Demand forecast, inventory stock and turns, product-level profitability, available to promise/sell, and more. SaaS metrics, churn prediction, sales, and support management, pre-built integration with Salesforce, and more. Utilization forecasting, Gantt charts, project and customer profitability, and more. Financial reporting, expense analysis, budget vs. actual, cash flow actionable insights, and more. -
31
Habu
Habu
Connect to data wherever it lives, even across a disparate universe. Data and model enrichment is the #1 way to increase and enhance acquisition and retention. Through machine learning, you will unlock new insights by bringing proprietary models, like propensity models, and data together in a protected way to supercharge your customer profiles and models and scale rapidly. It’s not enough to enrich the data. Your team must seamlessly go from insight to activation. Automate audience segmentation and immediately push your campaigns across disparate channels. Be smarter about who you target to save on budget and churn. Know where to target and when. Have the tools to act on data at the moment. Identifying the entire customer journey, including different types of data, has always been a challenge. As privacy regulations get stricter and data becomes more distributed, secure and easy access to those intent signals is more critical than ever. -
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SAP BRIM
SAP
SAP Billing and Revenue Innovation Management enables companies to monetize subscription, usage‑based, and bundled offerings through a cloud‑native platform that supports one‑time, recurring, usage‑based, and tiered pricing within a high‑performance billing engine that aggregates data across systems and orchestrates partner settlement while retaining real‑time pricing flexibility. It helps organizations grow recurring revenue by launching innovative offerings quickly, maximizing customer lifetime value through personalized promotions and automated lifecycle management, and scaling operations by automating high‑volume billing, invoicing, and financial posting across global footprints. Key capabilities include flexible subscription lifecycle management with auto‑renewals and real‑time fee calculation; automated creation of customer‑specific offers, bundles, and payment options; unified invoice generation with data enrichment and invoice‑level discounting; entitlement tracking, etc. -
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PyTorch
PyTorch
Transition seamlessly between eager and graph modes with TorchScript, and accelerate the path to production with TorchServe. Scalable distributed training and performance optimization in research and production is enabled by the torch-distributed backend. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more. PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling. Select your preferences and run the install command. Stable represents the most currently tested and supported version of PyTorch. This should be suitable for many users. Preview is available if you want the latest, not fully tested and supported, 1.10 builds that are generated nightly. Please ensure that you have met the prerequisites (e.g., numpy), depending on your package manager. Anaconda is our recommended package manager since it installs all dependencies. -
34
Neuton AutoML
Neuton.AI
Neuton, a no-code AutoML solution, makes Machine Learning available to everyone. Explore data insights and make predictions leveraging Automated Artificial Intelligence. • NO coding • NO need for technical skills • NO need for data science knowledge Neuton provides comprehensive Explainability Office©, a unique set of tools that allow users to evaluate model quality at every stage, identify the logic behind the model analysis, understand why certain predictions have been made. • Exploratory Data Analysis • Feature Importance Matrix with class granularity • Model Interpreter • Feature Influence Matrix • Model-to-Data Relevance Indicators historical and for every prediction • Model Quality Index • Confidence Interval • Extensive list of supported metrics with Radar Diagram Neuton enables users to implement ML in days instead of months.Starting Price: $0 -
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VESSL AI
VESSL AI
Build, train, and deploy models faster at scale with fully managed infrastructure, tools, and workflows. Deploy custom AI & LLMs on any infrastructure in seconds and scale inference with ease. Handle your most demanding tasks with batch job scheduling, only paying with per-second billing. Optimize costs with GPU usage, spot instances, and built-in automatic failover. Train with a single command with YAML, simplifying complex infrastructure setups. Automatically scale up workers during high traffic and scale down to zero during inactivity. Deploy cutting-edge models with persistent endpoints in a serverless environment, optimizing resource usage. Monitor system and inference metrics in real-time, including worker count, GPU utilization, latency, and throughput. Efficiently conduct A/B testing by splitting traffic among multiple models for evaluation.Starting Price: $100 + compute/month -
36
Sightfull
Sightfull
Scale and accelerate reporting processes by enabling business users to analyze revenue data on their own. Quickly gain real-time visibility and actionable performance insights across the entire go-to-market funnel. Leverage automated data analysis that ensures both accurate results and streamlined decision-making. Make sure everyone is on the same page with a deep understanding of all GTM levers for planning processes. The analysis module saves RevOps teams significant time and cost by minimizing the need for manually calculating metrics, juggling spreadsheets, cleaning data, and aligning sources. In just a few days, the platform models and aligns all your revenue data, creates actionable data hygiene alerts and provides 100s of pre-calculated metrics and pre-built dashboards. -
37
Successifier
Successifier
Successifier is an AI-powered Customer Success Management (CSM) platform designed to prevent churn and drive proactive account growth. By unifying CRM data, product usage signals, and support tickets, Successifier provides a real-time 360-degree view of customer health. Our platform empowers CS teams to move from reactive troubleshooting to strategic growth through: Automated Health Scoring: Use AI to identify hidden churn risks and expansion opportunities. Proactive Playbooks: Trigger automated workflows for onboarding, renewals, and escalations. Outcome Tracking: Align team activities with customer ROI to maximize Net Revenue Retention (NRR). Prioritized Daily Tasks: Get AI-driven recommendations on which accounts need immediate attention. Successifier bridges the gap between customer data and actionable results, helping SaaS companies scale their success operations without increasing headcount.Starting Price: $79/month -
38
Predibase
Predibase
Declarative machine learning systems provide the best of flexibility and simplicity to enable the fastest-way to operationalize state-of-the-art models. Users focus on specifying the “what”, and the system figures out the “how”. Start with smart defaults, but iterate on parameters as much as you’d like down to the level of code. Our team pioneered declarative machine learning systems in industry, with Ludwig at Uber and Overton at Apple. Choose from our menu of prebuilt data connectors that support your databases, data warehouses, lakehouses, and object storage. Train state-of-the-art deep learning models without the pain of managing infrastructure. Automated Machine Learning that strikes the balance of flexibility and control, all in a declarative fashion. With a declarative approach, finally train and deploy models as quickly as you want. -
39
3LC
3LC
Light up the black box and pip install 3LC to gain the clarity you need to make meaningful changes to your models in moments. Remove the guesswork from your model training and iterate fast. Collect per-sample metrics and visualize them in your browser. Analyze your training and eliminate issues in your dataset. Model-guided, interactive data debugging and enhancements. Find important or inefficient samples. Understand what samples work and where your model struggles. Improve your model in different ways by weighting your data. Make sparse, non-destructive edits to individual samples or in a batch. Maintain a lineage of all changes and restore any previous revisions. Dive deeper than standard experiment trackers with per-sample per epoch metrics and data tracking. Aggregate metrics by sample features, rather than just epoch, to spot hidden trends. Tie each training run to a specific dataset revision for full reproducibility. -
40
m3ter
m3ter
Our data infrastructure solution helps software companies deploy and manage usage-based pricing. Instrument your business to eliminate billing operations pain, and price and sell better. Data infrastructure to ingest, transform and store usage and cost data at scale. Configure pricing of any complexity, aggregate data, and calculate bill amounts in real-time. Deliver usage, cost, and spend data wherever it is needed throughout the stack. m3ter is a ‘drop in’ platform with smart integrations to existing tooling that make them work as needed for usage-based pricing. An API-first service with scripting and ‘pricing as code’ that enables the developer to deliver high levels of automation. m3ter is a managed cloud service that meets the standards for security and operational excellence required by major enterprises. All these capabilities depend on usage, cost, and spend data. You need infrastructure to ingest, store, and deliver it where needed, in real-time. -
41
Customer Happiness Index
Lynx Analytics
The advanced predictive analytics platform helping telecom providers identify and measure key drivers that impact Churn, ARPU, CLTV and NPS. Automatically assign satisfaction scores to your entire customer base using advanced AI and Machine Learning to drive smarter business decisions. Powered by Google Cloud, the CHI platform lets you play with a data set inspired by real telco data. Access CHI to measure key drivers that impact Churn, ARPU, CLTV and NPS. Identify customer segments based on churn risk, revenue uplift and NPS. -
42
evoML
TurinTech AI
evoML accelerates the creation of production-quality machine learning models by streamlining and automating the end-to-end data science workflow, transforming raw data into actionable insights in days instead of weeks. It automates crucial steps, automatic data transformation that detects anomalies and handles imbalances, feature engineering via genetic algorithms, parallel model evaluation across thousands of candidates, multi-objective optimization on custom metrics, and GenAI-based synthetic data generation for rapid prototyping under data-privacy constraints. Users fully own and customize generated model code for seamless deployment as APIs, databases, or local libraries, avoiding vendor lock-in and ensuring transparent, auditable workflows. EvoML empowers teams with intuitive visualizations, interactive dashboards, and charts to identify patterns, outliers, and anomalies for use cases such as anomaly detection, time-series forecasting, and fraud prevention. -
43
Polinode
Polinode
Calculate 20 different network metrics from within Polinode. This includes centrality, betweenness, closeness, community structure and many more. Calculated metrics can also be downloaded. The ability to share your networks and surveys with others is at the core of Polinode. Since Polinode is 100% browser-based and requires no download it's easy to add other users with fine-grained permissions. Protecting your data is very important to us. From within Polinode you have the ability to make networks either private or public and we use leading enterprise-grade infrastructure to protect your private data. Polinode is built for scale - upload networks with 10's of thousands of nodes and calculate computationally demanding metrics on these networks or run surveys with 10's of thousands of respondents. -
44
Unified transactions, analytics, and planning to enhance the entire lifecycle. Streamlined, intelligent automated processes for greater throughput. Subscription- and usage-based billing models to fit your business’ individual needs. Actionable insights and recommendations at the point of decision for real-time evaluation. Improve profitably and cost with comprehensive analytics. Assess profit and margin contribution with real-time reporting, predictive analytics, and integrated business planning. Manage profitability and analyze customer experience strategies. Enable subscription-based revenue models. Identify the product and service mix that best satisfies your customers. Deliver consolidated invoices, manage credit scoring, and resolve disputes with a complete view of the customer. Simplify accounting and financial close processes. Combine financial and management accounting and profitability data into a single universal journal.
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45
Enhencer
Gauss Statistical Solutions
Reach robust & transparent audiences or lookalikes for your ads. Sell more with the most valuable Enhencer audiences on Facebook, Instagram and Google campaigns. Integrate your e-commerce website using Google Tag Manager or Shopify connect in minutes. Enhencer will automatically collect all your valuable website visitors’ data for you across all e-commerce platforms of choice. Enhencer’s self-learning AI-Engine will automatically predict and extract the most valuable visitors based on the website visitors’ behavior. Obtain the most relevant real-time retargeting and lookalike audiences for your brand and products to boost your ad campaigns on Facebook and Google Ads. Enhencer transparently presents the valuable audience segments in detail. This lets you understand what website behavior leads to a purchase. Real-time Enhencer audiences help you be up to date with the fast-paced and changing trends in the e-commerce ecosystem.Starting Price: $79 per month -
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Lago
Lago
Lago offers a self-hosted and cloud, scalable, and modular architecture for metering and usage-based billing, at every stage of your company. Ingesting up to 15,000 billing events per second. Lago’s event-based architecture provides a solid foundation for building a fair pricing model that scales with your business. Lago supports all pricing models. Create pay-as-you-go and hybrid plans in no time with our intuitive user interface or API. Create engaging marketing campaigns and increase conversion with coupons that customers can redeem to get a discount. Lago allows you to create one-time charges that are invoiced on the fly. Depending on the configuration of your plans, Lago automatically calculates what each customer owes you and generates invoices. Unlock recurring revenue opportunities for pay-as-you-go pricing models with Lago’s real-time prepaid credit features. The billing solution is loved by companies around the globe.Starting Price: Free -
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GiniMachine
HES FinTech
GiniMachine is an AI-based solution for automated decision making. It utilizes advanced machine learning algorithms and company's historical data to build high-performing scoring models. It can be used for credit scoring, collection scoring, application scoring, and expanding marketing (churn prediction), and sales (cross-sell and upsell) opportunities. The system uses a custom implementation of the decision tree ensemble method strengthened with a set of heuristics for preliminary data processing and preparation. The models that are built and provided by GiniMachine are fully compliant with BASEL requirements. The ability of the software to work with massive amounts of data can simplify the application scoring by identifying creditworthy borrowers in various industries. Using historical data of your business, GiniMachine can increase the returns in online loans, auto finance, POS lending, and more. -
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Snitch AI
Snitch AI
Quality assurance for machine learning simplified. Snitch removes the noise to surface only the most useful information to improve your models. Track your model’s performance beyond just accuracy with powerful dashboards and analysis. Identify problems in your data pipeline and distribution shifts before they affect your predictions. Stay in production once you’ve deployed and gain visibility on your models & data throughout its cycle. Keep your data secure, cloud, on-prem, private cloud, hybrid, and you decide how to install Snitch. Work within the tools you love and integrate Snitch into your MLops pipeline! Get up and running quickly, we keep installation, learning, and running the product easy as pie. Accuracy can often be misleading. Look into robustness and feature importance to evaluate your models before deploying. Gain actionable insights to improve your models. Compare against historical metrics and your models’ baseline.Starting Price: $1,995 per year -
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Apphud
Apphud
Apphud is the smartest way to integrate, measure and grow in-app purchases, including subscriptions, in iOS and Android apps. Made for leading mobile developers, marketers and product managers. Apphud provides a reliable subscription infrastructure, deep real-time mobile analytics, powerful pricing A/B testing platform and toolset to increase app revenue, reduce churn and get customers insights. Apphud provides ready-to-use infrastructure for all kinds of in-app purchases. Integrate Apphud SDK and implement 2 lines of code. Apphud supports iOS and Android apps. If a customer purchases a subscription on Android device, he will still retain access to the premium features on iPhone. Get user subscription state and give access to premium features when needed. Analyze 21 built-in metrics including MRR, ARPU, churn and conversion rates to make data-driven decisions. Segment data by user acquisition channel, location, custom properties, and many more. -
50
SquareML
SquareML
SquareML is a no-code machine learning platform designed to democratize access to advanced data analytics and predictive modeling, particularly in the healthcare sector. It enables users, regardless of technical expertise, to harness machine learning capabilities without extensive coding knowledge. The platform specializes in data ingestion from multiple sources, including electronic health records, claims databases, medical devices, and health information exchanges. Key features include a no-code data science lifecycle, generative AI models for healthcare, unstructured data conversion, diverse machine learning models for predicting patient outcomes and disease progression, a library of pre-built models and algorithms, and seamless integration with various healthcare data sources. SquareML aims to streamline data processes, enhance diagnostic accuracy, and improve patient care outcomes by providing AI-powered insights.
