What has been collected, and what do the catalogues refuse to say about it?

machine-collected listingsmachine-readable: /api/v1/listings

THE INDEX ▸ MACHINE-COLLECTED

Listings indexed

14,154

Indexed by Common Tape across seven sources. Not a claim that this is the whole market.

Abandoned

34.3%

Not touched in 180+ days, and still listed as available. Live and abandoned are compatible states.

No timestamp at all

42.0%

AWS publishes no last-modified date on any listing. That absence is reported, never imputed.

On both marketplaces

One product, resolved across AWS and Microsoft. Neither marketplace shows the other. See where they disagree →

Sourceall AWS 6,000 Microsoft 5,996 Hugging Face 898 npm 692 GitHub 329 MCP Registry 300 PyPI 14

Freshnessall current 2,059 aging 739 stale 553 abandoned 4,859 undated 5,944on both marketplaces 59

LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS

Listing	Listed on	Delivered as	Evidence	Advertised price	Source last saw a change	Freshness
NumPy-Pandas-Scikit-learn-Matplotlib-Debian-11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
NumPy-Pandas-Scikit-learn-Ubuntu-2004 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0052 USD/P1H	2025-08-27	abandoned12mo
NumPy, Pandas & Hugging Face Transformers on Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
NumPy, Pandas, Scikit-learn on Debian 11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
OpenAI-Gym with Numpy & Pandas on Windows2022Hotpatch apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Optuna and Matplotlib on Windows Server 2016 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.03 USD/P1H	2025-08-27	abandoned12mo
Pandas on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Pandas on Ubuntu20.04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Prompt flow on Ubuntu 20.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Prompt flow on Windows Server 2019 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Prompt Wagon - DIY Low code Generative AI chat-bot citizen-developer-academy	Microsoft	Microsoft DynamicsCE	L2 CATALOGUE4 evidenced fields	—	2025-08-27	abandoned12mo
Puppet Bolt on Debian 10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
PySide-on-Ubuntu-22-04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Pytest-on-Debian-11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
PyTorch on Debian 11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
PyTorch on Ubuntu 22.04 LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Pytorch on Ubuntu20.04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Pytorch-Jupyter_Notebook on windows server2019 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Pytorch-Lightning-Numpy-Pandas on Windows2012 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Qiskit on Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Qiskit on Ubuntu20.04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
RAG Implementation: 4-Wk Proof of Concept mindit-services	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE5 evidenced fields	—	2025-08-27	abandoned12mo
Rasa-on-Ubuntu22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Ripple on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
RSM Natural Language Notification with Copilot rsm-product-sales	Microsoft	Microsoft DynamicsBC	L2 CATALOGUE4 evidenced fields	—	2025-08-27	abandoned12mo
RStudio on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Ruby on Centos7.9 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Ruby on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Rust on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Scikit Learn on Debian 10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Scikit Learn on Ubuntu 18.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Scikit-learn on Ubuntu 22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
SciPy-on-Ubuntu20.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
SciPy-on-Ubuntu22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Scrapy on Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.03 USD/P1H	2025-08-27	abandoned12mo
Scrapy on Ubuntu22.04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.03 USD/P1H	2025-08-27	abandoned12mo
SpaCy-on-ubuntu20.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
SpaCy-on-ubuntu22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
StatsModels on OracleLinux8.8 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
StatsModels on Redhat8.7 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
StatsModels on Ubuntu20.04 LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
SymPy-Mpmath-on-Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
SymPy-Mpmath-on-Ubuntu20.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
SymPy-Mpmath-on-Ubuntu22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
TensorFlow on windows server2016 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
TensorFlow on windows server2019 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
TensorFlow-on-Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
TensorFlow-on-ubuntu22.04 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Terraform on Debian 10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Tesseract on Debian10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
Tesseract on Ubuntu20.04LTS apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
textblob-on-redhat8-7 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
textblob-on-redhat8-7 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
textblob-on-redhat8-7 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
textblob-on-ubuntu-22-04lts apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Tornado-on-Ubuntu-22-04lts apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.027 USD/P1H	2025-08-27	abandoned12mo
Vicuna-7b on Debian11 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.075 USD/P1H	2025-08-27	abandoned12mo
Wealth Mgmt Predictive Planning (FSI) bambu-singapore	Microsoft	Microsoft DynamicsCE	L2 CATALOGUE5 evidenced fields	—	2025-08-27	abandoned12mo
Weka on Debian 10 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo
WEKA on Windows Server 2016 apps4rent	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0071 USD/P1H	2025-08-27	abandoned12mo

5,996 matching · page 91 of 100← previous next →

Every value here is graded at E2 or below. E2 means Common Tape observed the listing in a sanctioned catalogue on a known date — it attests that the listing exists, never that the product works. E1 is the publisher’s own declaration. A dash is a recorded absence, not a zero. Nothing on this page has been verified by a third party, because no source in the index publishes third-party verification.