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Comparison

Handy vs BELLE

Verdict

Pick Handy if handy is a free and open-source speech-to-text application for offline use, suitable for environments where internet connectivity is restricted or privacy concerns mandate offline operation; pick BELLE if bELLE is an open-source Chinese dialogue large model project that focuses on making high-quality instruction-following language models accessible to everyone. It provides instruction training data, models, training code,.

Markdown twin · Handy alternatives · BELLE alternatives

GraphCanon updated Sep 20, 2026

8views this month

Handy logo

Handy

cjpais/Handy

★ 32kpushed Sep 19, 2026
vs
BELLE logo

BELLE

LianjiaTech/BELLE

★ 8.3kpushed Oct 16, 2024

Trust & integrity

SignalHandyBELLE
Maintenance
Very active (0d since push)
As of Sep 20, 2026 · github_public_v1
Dormant (701d since push)
As of Sep 18, 2026 · github_public_v1
Provenance
Not a fork · Personal account
As of Sep 20, 2026 · github_public_v1
Not a fork · Organization account
As of Sep 18, 2026 · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of Jul 11, 2026 · osv@v1
No published findings from this source as of 2026-09-18
As of Sep 18, 2026 · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
Handy trust reportBELLE trust reportTrust methodology

Tagline

Handy
Free, open source speech-to-text application for offline use
BELLE
Open-source Chinese dialogue large model

Stars

Handy
32k
BELLE
8.3k

Forks

Handy
2.9k
BELLE
755

Open issues

Handy
170
BELLE
106

Language

Handy
Rust
BELLE
HTML

Adopt for

Handy
Handy is a free and open-source speech-to-text application for offline use, suitable for environments where internet connectivity is restricted or privacy concerns mandate offline operation.
BELLE
BELLE is an open-source Chinese dialogue large model project that focuses on making high-quality instruction-following language models accessible to everyone. It provides instruction training data, models, training code,

Persona

Handy
-
BELLE
-

Runtime

Handy
-
BELLE
-

License

Handy
MIT
BELLE
BELLE is licensed under Apache-2.0, allowing for free use, modification, and distribution.

Last pushed

Handy
Sep 19, 2026
BELLE
Oct 16, 2024

Categories

Handy
Speech & Audio
BELLE
Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training, Speech & Audio

Trust and health

Maintenance

Handy
Very active (96%)
BELLE
Dormant (18%)

Days since push

Handy
0d
BELLE
701d

Open issues (now)

Handy
170
BELLE
106

Stars delta

Handy
+4.0k (30d)
BELLE
-10 (30d)

Open issues delta

Handy
-10 (30d)
BELLE
0 (30d)

Owner type

Handy
User
BELLE
Organization

OSV dependency advisories

Handy
No lockfile (source not queried)
BELLE
No published findings from this source as of 2026-09-18

Full report

Handy
Trust report
BELLE
Trust report

Choose Handy if…

  • Handy is primarily Rust; BELLE is HTML.
  • License: Handy is MIT, BELLE is Apache-2.0.
  • Pricing: Handy operates under a free and open-source model with an MIT license, allowing for unrestricted use in both personal and commercial projects..
  • Tags unique to Handy: accessibility, cross-platform, offline-use, open-source.
  • Handy is a free and open-source speech-to-text application for offline use, suitable for environments where internet connectivity is restricted or privacy concerns mandate offline operation.
GitHubDetails

Choose BELLE if…

  • BELLE is primarily HTML; Handy is Rust.
  • License: BELLE is Apache-2.0, Handy is MIT.
  • Requirements: Min 8 GB RAM; Requires Docker; BELLE requires Docker for running the environment.; Ensure you have sufficient computational resources for training and inference..
  • Tags unique to BELLE: bloom, chinese-nlp, gpt-evaluation, gpt-q.
  • Also covers Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training.
  • Use BELLE when you need a Chinese-specific large language model that has been optimized for instruction-following tasks.

When NOT to use BELLE

  • Avoid BELLE if your project requires a language model that is not focused on Chinese, as it is specifically optimized for the Chinese language.
  • Do not use BELLE if you need a model that is trained on a diverse set of data beyond Chinese dialogue, as it primarily uses data generated by ChatGPT.
  • BELLE may not be suitable if you require a model that has not been fine-tuned on high-quality dialogue data, as it emphasizes instruction-following capabilities.
GitHubDetails

Explore

Handy trust report →BELLE trust report →Speech & Audio category →Computer Vision category →Evaluation & Observability category →LLM Frameworks category →Model Training 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: Handy 32k · BELLE 8.3k (synced Sep 20, 2026).

Common questions

What is the difference between Handy and BELLE?
Handy: Free, open source speech-to-text application for offline use. BELLE: Open-source Chinese dialogue large model. See the comparison table for live GitHub stats and shared categories.
When should I choose Handy over BELLE?
Choose Handy over BELLE when Handy is primarily Rust; BELLE is HTML; License: Handy is MIT, BELLE is Apache-2.0; Pricing: Handy operates under a free and open-source model with an MIT license, allowing for unrestricted use in both personal and commercial projects.; Tags unique to Handy: accessibility, cross-platform, offline-use, open-source; Handy is a free and open-source speech-to-text application for offline use, suitable for environments where internet connectivity is restricted or privacy concerns mandate offline operation.
When should I choose BELLE over Handy?
Choose BELLE over Handy when BELLE is primarily HTML; Handy is Rust; License: BELLE is Apache-2.0, Handy is MIT; Requirements: Min 8 GB RAM; Requires Docker; BELLE requires Docker for running the environment.; Ensure you have sufficient computational resources for training and inference.; Tags unique to BELLE: bloom, chinese-nlp, gpt-evaluation, gpt-q; Also covers Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training; Use BELLE when you need a Chinese-specific large language model that has been optimized for instruction-following tasks.
When should I avoid BELLE?
Avoid BELLE if your project requires a language model that is not focused on Chinese, as it is specifically optimized for the Chinese language. Do not use BELLE if you need a model that is trained on a diverse set of data beyond Chinese dialogue, as it primarily uses data generated by ChatGPT. BELLE may not be suitable if you require a model that has not been fine-tuned on high-quality dialogue data, as it emphasizes instruction-following capabilities.
Is Handy or BELLE more popular on GitHub?
Handy has more GitHub stars (31,908 vs 8,270). Stars measure visibility, not whether either tool fits your constraints.
Are Handy and BELLE open source?
Yes - both are open-source projects on GitHub (Handy: MIT, BELLE: Apache-2.0).
Where can I find alternatives to Handy or BELLE?
GraphCanon lists graph-backed alternatives at Handy alternatives and BELLE alternatives (Handy markdown twin, BELLE 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, Handy or BELLE?
Handy: Very active. BELLE: Dormant. 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 Handy and BELLE?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Handy trust report; BELLE trust report.

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