Comparison
oneflow vs Agent-Reach
Verdict
Pick oneflow when oneflow is primarily C++; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; oneflow is C++.
Markdown twin · oneflow alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | oneflow | Agent-Reach |
|---|---|---|
| Maintenance | Slowing (219d 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 | No MCP manifest As of today · mcp_manifest |
Tagline
- oneflow
- OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Stars
- oneflow
- 9.4k
- Agent-Reach
- 55k
Forks
- oneflow
- 1.0k
- Agent-Reach
- 4.5k
Open issues
- oneflow
- 645
- Agent-Reach
- 144
Language
- oneflow
- C++
- Agent-Reach
- Python
Adopt for
- oneflow
- -
- Agent-Reach
- -
Persona
- oneflow
- -
- Agent-Reach
- -
Runtime
- oneflow
- -
- Agent-Reach
- -
License
- oneflow
- Apache-2.0
- Agent-Reach
- MIT
Last pushed
- oneflow
- Dec 4, 2025
- Agent-Reach
- Jul 10, 2026
Categories
- oneflow
- Developer Tools, Computer Vision
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
Trust and health
Maintenance
- oneflow
- Slowing (36%)
- Agent-Reach
- Very active (96%)
Days since push
- oneflow
- 219d
- Agent-Reach
- 0d
Open issues (now)
- oneflow
- 645
- Agent-Reach
- 144
Owner type
- oneflow
- Organization
- Agent-Reach
- User
Security scan
- oneflow
- No lockfile
- Agent-Reach
- No MCP manifest
Full report
- oneflow
- Trust report
- Agent-Reach
- Trust report
Choose oneflow if…
- oneflow is primarily C++; Agent-Reach is Python.
- License: oneflow is Apache-2.0, Agent-Reach is MIT.
- Tags unique to oneflow: ml, deep-learning, distributed, machine-learning.
- Also covers Computer Vision.
When NOT to use oneflow
- Last GitHub push was 219 days ago (slowing maintenance, Dec 4, 2025). Validate activity before betting a new project on oneflow.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; oneflow is C++.
- License: Agent-Reach is MIT, oneflow is Apache-2.0.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers LLM Frameworks, AI Agents.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Oneflow-Inc/oneflow) · observed Jul 11, 2026
- GitHub forks (Oneflow-Inc/oneflow) · observed Jul 11, 2026
- Last push (Oneflow-Inc/oneflow) · observed Dec 4, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: oneflow 9.4k · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between oneflow and Agent-Reach?
- oneflow: OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.. Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. See the comparison table for live GitHub stats and shared categories.
- When should I choose oneflow over Agent-Reach?
- Choose oneflow over Agent-Reach when oneflow is primarily C++; Agent-Reach is Python; License: oneflow is Apache-2.0, Agent-Reach is MIT; Tags unique to oneflow: ml, deep-learning, distributed, machine-learning; Also covers Computer Vision.
- When should I choose Agent-Reach over oneflow?
- Choose Agent-Reach over oneflow when Agent-Reach is primarily Python; oneflow is C++; License: Agent-Reach is MIT, oneflow is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers LLM Frameworks, AI Agents.
- When should I avoid oneflow?
- Last GitHub push was 219 days ago (slowing maintenance, Dec 4, 2025). Validate activity before betting a new project on oneflow. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid Agent-Reach?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is oneflow or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 9,409). Stars measure visibility, not whether either tool fits your constraints.
- Are oneflow and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (oneflow: Apache-2.0, Agent-Reach: MIT).
- Where can I find alternatives to oneflow or Agent-Reach?
- GraphCanon lists graph-backed alternatives at oneflow alternatives and Agent-Reach alternatives (oneflow markdown twin, Agent-Reach 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, oneflow or Agent-Reach?
- oneflow: Slowing. Agent-Reach: 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 oneflow and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: oneflow trust report; Agent-Reach trust report.