Comparison
fireagent vs langflow
Verdict
Pick fireagent when tags unique to fireagent: evidence-retrieval, fastapi, fire-safety, guardrails; pick langflow when tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
Markdown twin · fireagent alternatives · langflow alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | fireagent | langflow |
|---|---|---|
| Maintenance | Active (26d since push) As of today · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No published findings from this source as of 2026-07-11 As of 3d · 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 |
Tagline
- fireagent
- Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.
- langflow
- Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Stars
- fireagent
- 77
- langflow
- 152k
Forks
- fireagent
- 1
- langflow
- 9.7k
Open issues
- fireagent
- 0
- langflow
- 975
Language
- fireagent
- Python
- langflow
- Python
Adopt for
- fireagent
- -
- langflow
- Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach.
Persona
- fireagent
- -
- langflow
- -
Runtime
- fireagent
- -
- langflow
- -
License
- fireagent
- MIT
- langflow
- MIT
Last pushed
- fireagent
- Jun 18, 2026
- langflow
- Jul 11, 2026
Categories
- fireagent
- AI Agents, Inference & Serving, LLM Frameworks
- langflow
- AI Agents, Inference & Serving
Trust and health
Maintenance
- fireagent
- Active (82%)
- langflow
- Very active (96%)
Days since push
- fireagent
- 26d
- langflow
- 0d
Open issues (now)
- fireagent
- 0
- langflow
- 975
Owner type
- fireagent
- User
- langflow
- Organization
OSV dependency advisories
- fireagent
- No lockfile (source not queried)
- langflow
- No published findings from this source as of 2026-07-11
Full report
- fireagent
- Trust report
- langflow
- Trust report
Choose fireagent if…
- Tags unique to fireagent: evidence-retrieval, fastapi, fire-safety, guardrails.
- Also covers LLM Frameworks.
- Leaner open-issue backlog (0).
When NOT to use fireagent
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose langflow if…
- Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
- - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge.
- More GitHub stars (152k vs 77) - visibility, not fit.
When NOT to use langflow
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow.
- - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (buptlg/fireagent) · observed Jul 15, 2026
- GitHub forks (buptlg/fireagent) · observed Jul 15, 2026
- Last push (buptlg/fireagent) · observed Jun 18, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (langflow-ai/langflow) · observed Jul 11, 2026
- GitHub forks (langflow-ai/langflow) · observed Jul 11, 2026
- Last push (langflow-ai/langflow) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: fireagent 77 · langflow 152k (synced Jul 15, 2026).
Common questions
- What is the difference between fireagent and langflow?
- fireagent: Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.. langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. See the comparison table for live GitHub stats and shared categories.
- When should I choose fireagent over langflow?
- Choose fireagent over langflow when Tags unique to fireagent: evidence-retrieval, fastapi, fire-safety, guardrails; Also covers LLM Frameworks; Leaner open-issue backlog (0).
- When should I choose langflow over fireagent?
- Choose langflow over fireagent when Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge; More GitHub stars (152k vs 77) - visibility, not fit.
- When should I avoid fireagent?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid langflow?
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
- Is fireagent or langflow more popular on GitHub?
- langflow has more GitHub stars (151,697 vs 77). Stars measure visibility, not whether either tool fits your constraints.
- Are fireagent and langflow open source?
- Yes - both are open-source projects on GitHub (fireagent: MIT, langflow: MIT).
- Where can I find alternatives to fireagent or langflow?
- GraphCanon lists graph-backed alternatives at fireagent alternatives and langflow alternatives (fireagent markdown twin, langflow 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, fireagent or langflow?
- fireagent: Active. langflow: 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 fireagent and langflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: fireagent trust report; langflow trust report.