1
NumPy
numpy.orgAlso covers computing and developer tools
NumPy provides n-dimensional arrays and numerical computing tools for Python.
Alternatives
The Best Apache Hama Alternatives in 2026
24 alternatives1 free · 7 open source
Looking for something like Apache Hama? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 7 are open source.
About Apache Hamahama.apache.org
VisitApache Hama was a big data and high-performance computing project that has retired.
Top picks at a glance
First suggestionNumPyNumPy provides n-dimensional arrays and numerical computing…Free or freemium optionAppDevToolsApp DevTools groups browser-based tools for text, web code…Open source optionreact-native-vision-cameraReact Native Vision Camera is a high-performance camera…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | NumPy | — | Not stated | Web |
| 2 | react-native-vision-camera | — | Yes | iOS |
| 3 | scalene | — | Yes | — |
| 4 | Tracy Profiler | — | Not stated | Windows |
| 5 | Chips-n-Salsa | — | Yes | — |
| 6 | Project Wallace | — | Not stated | Web |
| 7 | LightTest | — | Not stated | Web |
| 8 | Lighthouse Metrics | — | Not stated | Web |
| 9 | yet another bench script | — | Not stated | Linux |
| 10 | LightHouse | — | Yes | — |
All Apache Hama alternatives
2
Also covers developer tools and performance · open source
React Native Vision Camera is a high-performance camera library for React Native apps.
3
Also covers developer tools and performance · open source
High-performance, high-precision CPU, GPU, and memory profiler for Python.
4
Tracy Profiler
github.com/wolfpld/tracyAlso covers developer tools and performance
Tracy Profiler collects real-time, nanosecond-resolution telemetry and frame performance data.
5
Also covers computing and developer tools · open source
Chips-n-Salsa provides Java implementations of customizable stochastic and adaptive local search algorithms.
6
Project Wallace
projectwallace.comAlso covers developer tools and performance
Project Wallace analyzes CSS complexity, specificity, performance, and design tokens.
7
LightTest
lightest.appAlso covers developer tools and performance
LightTest compares website loading performance frame by frame on a shared timeline.
8
Lighthouse Metrics
lighthouse-metrics.comAlso covers developer tools and performance
Lighthouse Metrics runs website performance tests from multiple global locations.
9
yet another bench script
github.com/masonr/yet-another-bench-scriptAlso covers developer tools and performance
Yet-Another-Bench-Script estimates Linux server performance using fio, iperf3, and Geekbench.
10
Also covers developer tools and performance · open source
Audit websites for performance metrics and best practices with Lighthouse, an automated web quality tool.
11
DNS Perf
dnsperf.com/dns-speed-benchmarkAlso covers developer tools and performance
Compare the speed and uptime of commercial DNS services using DNSPerf’s global benchmark.
12
NCNN
github.com/Tencent/ncnnAlso covers developer tools and performance
Neural network inference on mobile devices is the focus of ncnn, a software framework optimized for mobile platforms.
13
Flink
flink.apache.orgAlso covers developer tools
Apache Flink performs stateful computations on data streams for stream processing applications.
14
Storm
storm.apache.orgAlso covers developer tools
Apache Storm is an open-source distributed system for processing unbounded streams of data in real time.
15
Apache Atlas
atlas.apache.orgAlso covers developer tools
Apache Atlas provides data governance and metadata management for Hadoop.
16
Also covers developer tools · open source
Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
17
Also covers developer tools · same kind of online tool · free
App DevTools groups browser-based tools for text, web code, encoding, validation, and data conversion tasks.
18
Also covers developer tools · open source
Gito uses language models to review GitHub code for high impact issues such as vulnerabilities, bugs, and maintainability concerns.
19
Jupyter Notebook
jupyter.orgAlso covers developer tools
Jupyter Notebook combines live code, equations, explanatory text, visualizations, and interactive computing in a web platform.
20
Dask
dask.orgAlso covers developer tools
For parallel computing in Python, Dask extends familiar tools to handle larger workloads.
21
Incanter
incanter.orgAlso covers developer tools
Incanter provides statistical computing and graphics tools for Clojure.
22
PyCUDA
mathema.tician.de/software/pycudaAlso covers developer tools
PyCUDA provides Python bindings for working with CUDA and GPU computing.
23
Apache cTAKES
ctakes.apache.orgAlso covers developer tools
Apache cTAKES provides documentation and resources for a clinical text analysis system.
24
Also covers developer tools · open source
jSciPy provides Java scientific computing tools for signal processing, FFT, filtering, power spectral density, and DCT.
No alternatives match this filter.
Alternatives to similar tools
AppDevTools24 alternativesyet another bench script24 alternativesProject Wallace24 alternativesTracy Profiler24 alternativesChips-n-Salsa24 alternativesFlink24 alternatives
TopicDeveloper Tools · 423 sites Best-of list8 Best Regex Testing Tools for Matching and Understanding PatternsBest-of list8 Best Documentation Site Generators for Product and Project DocsBest-of list8 Best Free Git GUI Clients in 2026 ListingApache Hama details
What is the best alternative to Apache Hama?
Based on features, tags and platforms, the closest alternatives to Apache Hama are NumPy, react-native-vision-camera, and scalene.
Is there a free alternative to Apache Hama?
Yes. AppDevTools is free or offer a free plan.
Are there open-source alternatives to Apache Hama?
Yes: react-native-vision-camera, scalene, Chips-n-Salsa, and LightHouse.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative