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Comparison

hopsworks vs airllm

Verdict

Pick hopsworks when hopsworks is primarily Java; airllm is Jupyter Notebook; pick airllm when airllm is primarily Jupyter Notebook; hopsworks is Java.

Markdown twin · hopsworks alternatives · airllm alternatives

GraphCanon updated today

hopsworks logo

hopsworks

logicalclocks/hopsworks

★ 1.3kpushed Feb 10, 2025
vs
airllm logo

airllm

lyogavin/airllm

★ 22kpushed Jul 11, 2026

Trust & integrity

Signalhopsworksairllm
Maintenance
Dormant (516d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
4 low (4 low)
As of 2d · osv@v1
hopsworks trust reportairllm trust reportTrust methodology

Tagline

hopsworks
Hopsworks - Data-Intensive AI platform with a Feature Store
airllm
AirLLM 70B inference with single 4GB GPU

Stars

hopsworks
1.3k
airllm
22k

Forks

hopsworks
158
airllm
2.6k

Open issues

hopsworks
16
airllm
106

Language

hopsworks
Java
airllm
Jupyter Notebook

Adopt for

hopsworks
-
airllm
AirLLM is a notable framework designed specifically for running large language models on low-resource hardware, such as a single 4GB GPU.

Persona

hopsworks
-
airllm
-

Runtime

hopsworks
-
airllm
-

License

hopsworks
AGPL-3.0
airllm
Apache-2.0

Last pushed

hopsworks
Feb 10, 2025
airllm
Jul 11, 2026

Categories

hopsworks
Inference & Serving
airllm
Inference & Serving

Trust and health

Maintenance

hopsworks
Dormant (18%)
airllm
Very active (96%)

Days since push

hopsworks
516d
airllm
0d

Open issues (now)

hopsworks
16
airllm
106

Owner type

hopsworks
Organization
airllm
User

Security scan

hopsworks
No lockfile
airllm
4 low (4 low)

Full report

hopsworks
Trust report
airllm
Trust report

Choose hopsworks if…

  • hopsworks is primarily Java; airllm is Jupyter Notebook.
  • License: hopsworks is AGPL-3.0, airllm is Apache-2.0.
  • Tags unique to hopsworks: data-science, governance, feature-store, aws.

When NOT to use hopsworks

  • Last GitHub push was 516 days ago (dormant maintenance, Feb 10, 2025). Validate activity before betting a new project on hopsworks.
  • Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
GitHubDetails

Choose airllm if…

  • airllm is primarily Jupyter Notebook; hopsworks is Java.
  • License: airllm is Apache-2.0, hopsworks is AGPL-3.0.
  • Pricing: Free and open-source under the Apache-2.0 license; however, infrastructure costs apply..
  • Requirements: Min 16 GB RAM; A single 4GB GPU is sufficient for using this framework to run large language model inferences..
  • Tags unique to airllm: llama, chinese-llm, llm, instruct-gpt.
  • If you have limited hardware resources but need to perform inferences on large language models (like the 70B parameter model that AirLLM supports), use AirLLM.

When NOT to use airllm

  • Avoid using AirLLM if you require models to run on higher-end GPUs or multiple GPU clusters, as its strength lies in low-resource efficiency.
  • Do not use AirLLM if you are working primarily with non-Chinese language datasets and models, since support for other languages may be less optimized compared to competition.
GitHubDetails

Explore

hopsworks trust report →airllm trust report →Inference & Serving category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: hopsworks 1.3k · airllm 22k (synced Jul 11, 2026).

Common questions

What is the difference between hopsworks and airllm?
hopsworks: Hopsworks - Data-Intensive AI platform with a Feature Store. airllm: AirLLM 70B inference with single 4GB GPU. See the comparison table for live GitHub stats and shared categories.
When should I choose hopsworks over airllm?
Choose hopsworks over airllm when hopsworks is primarily Java; airllm is Jupyter Notebook; License: hopsworks is AGPL-3.0, airllm is Apache-2.0; Tags unique to hopsworks: data-science, governance, feature-store, aws.
When should I choose airllm over hopsworks?
Choose airllm over hopsworks when airllm is primarily Jupyter Notebook; hopsworks is Java; License: airllm is Apache-2.0, hopsworks is AGPL-3.0; Pricing: Free and open-source under the Apache-2.0 license; however, infrastructure costs apply.; Requirements: Min 16 GB RAM; A single 4GB GPU is sufficient for using this framework to run large language model inferences.; Tags unique to airllm: llama, chinese-llm, llm, instruct-gpt; If you have limited hardware resources but need to perform inferences on large language models (like the 70B parameter model that AirLLM supports), use AirLLM.
When should I avoid hopsworks?
Last GitHub push was 516 days ago (dormant maintenance, Feb 10, 2025). Validate activity before betting a new project on hopsworks. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
When should I avoid airllm?
Avoid using AirLLM if you require models to run on higher-end GPUs or multiple GPU clusters, as its strength lies in low-resource efficiency. Do not use AirLLM if you are working primarily with non-Chinese language datasets and models, since support for other languages may be less optimized compared to competition.
Is hopsworks or airllm more popular on GitHub?
airllm has more GitHub stars (22,399 vs 1,303). Stars measure visibility, not whether either tool fits your constraints.
Are hopsworks and airllm open source?
Yes - both are open-source projects on GitHub (hopsworks: AGPL-3.0, airllm: Apache-2.0).
Where can I find alternatives to hopsworks or airllm?
GraphCanon lists graph-backed alternatives at hopsworks alternatives and airllm alternatives (hopsworks markdown twin, airllm markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, hopsworks or airllm?
hopsworks: Dormant. airllm: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for hopsworks and airllm?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hopsworks trust report; airllm trust report.