--- title: "SmarterRouter vs BrowserAI" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/peva3-smarterrouter-vs-sauravpanda-browserai" tools: ["peva3-smarterrouter", "sauravpanda-browserai"] --- # SmarterRouter vs BrowserAI *GraphCanon updated Sep 20, 2026* ## Verdict Pick SmarterRouter if smarterRouter stands out with its support for semantic caching, automatic failover features, and the ability to integrate seamlessly with Docker via an automated setup wizard; pick BrowserAI if browserAI runs various local LLMs directly in your browser using TypeScript. [SmarterRouter](https://github.com/peva3/SmarterRouter) reports 152 GitHub stars, 19 forks, and 2 open issues, last pushed May 10, 2026. [BrowserAI](https://browserai.dev) has 1.5k stars, 136 forks, and 24 open issues, last pushed Jul 21, 2026. Figures are from public GitHub metadata via [SmarterRouter's repository](https://github.com/peva3/SmarterRouter) and [BrowserAI's repository](https://github.com/sauravpanda/BrowserAI). | | [SmarterRouter](/tools/peva3-smarterrouter.md) | [BrowserAI](/tools/sauravpanda-browserai.md) | | --- | --- | --- | | Tagline | An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. | Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser | | Stars | 152 | 1,451 | | Forks | 19 | 136 | | Open issues | 2 | 24 | | Language | Python | TypeScript | | Adopt for | SmarterRouter stands out with its support for semantic caching, automatic failover features, and the ability to integrate seamlessly with Docker via an automated setup wizard. | BrowserAI runs various local LLMs directly in your browser using TypeScript. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [SmarterRouter](/tools/peva3-smarterrouter.md) | [BrowserAI](/tools/sauravpanda-browserai.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Steady (60%) | | Days since push | 133d | 60d | | Open issues (now) | 2 | 24 | | Stars delta | +6 (30d) | +5 (30d) | | Open issues delta | +1 (30d) | 0 (30d) | | Full report | [trust report](/tools/peva3-smarterrouter/trust.md) | [trust report](/tools/sauravpanda-browserai/trust.md) | ## Decision facts: SmarterRouter - **Pricing:** freemium - **Requirements:** Min 4 GB RAM; Requires Docker - **Adopt for:** SmarterRouter stands out with its support for semantic caching, automatic failover features, and the ability to integrate seamlessly with Docker via an automated setup wizard. ## Decision facts: BrowserAI - **Adopt for:** BrowserAI runs various local LLMs directly in your browser using TypeScript. ## Choose when ### Choose SmarterRouter if… - SmarterRouter is primarily Python; BrowserAI is TypeScript. - Requirements: Min 4 GB RAM; Requires Docker. - Tags unique to SmarterRouter: ai-cache, ai-gateway, docker-compose, fastapi. - SmarterRouter ships Docker support for self-hosted deployment. - If your project requires intelligent load balancing across various AI models including Ollama, llama.cpp, and OpenAI APIs due to VRAM limitations. ### Choose BrowserAI if… - BrowserAI is primarily TypeScript; SmarterRouter is Python. - Tags unique to BrowserAI: agents, ai, llm-inference, local. - You need to run local models like llama, deepseek-distill, kokoro inside the browser environment. ## When NOT to use SmarterRouter - Avoid if your setup strictly avoids Docker-based deployments or prefers a simpler proxy configuration without semantic caching capabilities. - Not recommended in scenarios where custom, non-supported models must be routed dynamically and lack VRAM-aware routing support. ## When NOT to use BrowserAI - You require a server-based solution instead of in-browser execution for LLMs. - The project involves extensive training tasks that are unsuitable for browser environments. ## Common questions ### What is the difference between SmarterRouter and BrowserAI? SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI.. BrowserAI: Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser. See the comparison table for live GitHub stats and shared categories. ### When should I choose SmarterRouter over BrowserAI? Choose SmarterRouter over BrowserAI when SmarterRouter is primarily Python; BrowserAI is TypeScript; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to SmarterRouter: ai-cache, ai-gateway, docker-compose, fastapi; SmarterRouter ships Docker support for self-hosted deployment; If your project requires intelligent load balancing across various AI models including Ollama, llama.cpp, and OpenAI APIs due to VRAM limitations. ### When should I choose BrowserAI over SmarterRouter? Choose BrowserAI over SmarterRouter when BrowserAI is primarily TypeScript; SmarterRouter is Python; Tags unique to BrowserAI: agents, ai, llm-inference, local; You need to run local models like llama, deepseek-distill, kokoro inside the browser environment. ### When should I avoid SmarterRouter? Avoid if your setup strictly avoids Docker-based deployments or prefers a simpler proxy configuration without semantic caching capabilities. Not recommended in scenarios where custom, non-supported models must be routed dynamically and lack VRAM-aware routing support. ### When should I avoid BrowserAI? You require a server-based solution instead of in-browser execution for LLMs. The project involves extensive training tasks that are unsuitable for browser environments. ### Is SmarterRouter or BrowserAI more popular on GitHub? BrowserAI has more GitHub stars (1,451 vs 152). Stars measure visibility, not whether either tool fits your constraints. ### Are SmarterRouter and BrowserAI open source? Yes - both are open-source projects on GitHub (SmarterRouter: MIT, BrowserAI: MIT). ### Where can I find alternatives to SmarterRouter or BrowserAI? GraphCanon lists graph-backed alternatives at [SmarterRouter alternatives](/tools/peva3-smarterrouter/alternatives) and [BrowserAI alternatives](/tools/sauravpanda-browserai/alternatives) ([SmarterRouter markdown twin](/tools/peva3-smarterrouter/alternatives.md), [BrowserAI markdown twin](/tools/sauravpanda-browserai/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/peva3-smarterrouter-vs-sauravpanda-browserai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, SmarterRouter or BrowserAI? SmarterRouter: Slowing. BrowserAI: Steady. 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 SmarterRouter and BrowserAI? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [SmarterRouter trust report](/tools/peva3-smarterrouter/trust); [BrowserAI trust report](/tools/sauravpanda-browserai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=peva3-smarterrouter`](/api/graphcanon/graph?tool=peva3-smarterrouter) - 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/_