--- title: "cc-switch vs vllora" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/farion1231-cc-switch-vs-vllora-vllora" tools: ["farion1231-cc-switch", "vllora-vllora"] --- # cc-switch vs vllora *GraphCanon updated Jul 11, 2026* ## Verdict Pick cc-switch when license: cc-switch is MIT, vllora is Other; pick vllora when license: vllora is Other, cc-switch is MIT. [cc-switch](https://ccswitch.io) reports 116k GitHub stars, 7.8k forks, and 1.9k open issues, last pushed Jul 11, 2026. [vllora](https://vllora.dev) has 809 stars, 48 forks, and 29 open issues, last pushed Jun 30, 2026. Figures are from public GitHub metadata via [cc-switch's repository](https://github.com/farion1231/cc-switch) and [vllora's repository](https://github.com/vllora/vllora). | | [cc-switch](/tools/farion1231-cc-switch.md) | [vllora](/tools/vllora-vllora.md) | | --- | --- | --- | | Tagline | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | Debug your AI agents | | Stars | 115,863 | 809 | | Forks | 7,759 | 48 | | Open issues | 1,863 | 29 | | Language | Rust | Rust | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [cc-switch](/tools/farion1231-cc-switch.md) | [vllora](/tools/vllora-vllora.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 10d | | Open issues (now) | 1.9k | 29 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/farion1231-cc-switch/trust.md) | [trust report](/tools/vllora-vllora/trust.md) | ## Choose when ### Choose cc-switch if… - License: cc-switch is MIT, vllora is Other. - Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. - More GitHub stars (116k vs 809) - visibility, not fit. ### Choose vllora if… - License: vllora is Other, cc-switch is MIT. - Tags unique to vllora: agents, ai-agents, ai-gateway, anthropic. - Also covers LLM Frameworks. ## When NOT to use cc-switch - 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. ## When NOT to use vllora - 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. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between cc-switch and vllora? cc-switch: A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. vllora: Debug your AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose cc-switch over vllora? Choose cc-switch over vllora when License: cc-switch is MIT, vllora is Other; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app; More GitHub stars (116k vs 809) - visibility, not fit. ### When should I choose vllora over cc-switch? Choose vllora over cc-switch when License: vllora is Other, cc-switch is MIT; Tags unique to vllora: agents, ai-agents, ai-gateway, anthropic; Also covers LLM Frameworks. ### When should I avoid cc-switch? 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. ### When should I avoid vllora? 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. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is cc-switch or vllora more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 809). Stars measure visibility, not whether either tool fits your constraints. ### Are cc-switch and vllora open source? Yes - both are open-source projects on GitHub (cc-switch: MIT, vllora: Other). ### Where can I find alternatives to cc-switch or vllora? GraphCanon lists graph-backed alternatives at [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) and [vllora alternatives](/tools/vllora-vllora/alternatives) ([cc-switch markdown twin](/tools/farion1231-cc-switch/alternatives.md), [vllora markdown twin](/tools/vllora-vllora/alternatives.md)), 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](/compare/farion1231-cc-switch-vs-vllora-vllora.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, cc-switch or vllora? cc-switch: Very active. vllora: 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 cc-switch and vllora? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [cc-switch trust report](/tools/farion1231-cc-switch/trust); [vllora trust report](/tools/vllora-vllora/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=farion1231-cc-switch`](/api/graphcanon/graph?tool=farion1231-cc-switch) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_