--- title: "agentflow vs spiceai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/simonmesmith-agentflow-vs-spiceai-spiceai" tools: ["simonmesmith-agentflow", "spiceai-spiceai"] --- # agentflow vs spiceai *GraphCanon updated Aug 24, 2026* ## Verdict Pick agentflow if agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations; pick spiceai if spiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. [agentflow](https://github.com/simonmesmith/agentflow) reports 320 GitHub stars, 27 forks, and 13 open issues, last pushed Aug 11, 2023. [spiceai](https://docs.spiceai.org) has 3.1k stars, 222 forks, and 662 open issues, last pushed Aug 24, 2026. Figures are from public GitHub metadata via [agentflow's repository](https://github.com/simonmesmith/agentflow) and [spiceai's repository](https://github.com/spiceai/spiceai). | | [agentflow](/tools/simonmesmith-agentflow.md) | [spiceai](/tools/spiceai-spiceai.md) | | --- | --- | --- | | Tagline | Complex LLM Workflows from Simple JSON | A real-time analytics node for data-grounded AI applications | | Stars | 320 | 3,069 | | Forks | 27 | 222 | | Open issues | 13 | 662 | | Language | Python | Rust | | Adopt for | Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. | SpiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentflow](/tools/simonmesmith-agentflow.md) | [spiceai](/tools/spiceai-spiceai.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 1100d | 0d | | Open issues (now) | 13 | 662 | | Stars delta | -1 (30d) | +22 (30d) | | Open issues delta | 0 (30d) | +238 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/simonmesmith-agentflow/trust.md) | [trust report](/tools/spiceai-spiceai/trust.md) | ## Decision facts: agentflow - **Adopt for:** Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. ## Decision facts: spiceai - **Adopt for:** SpiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. ## Choose when ### Choose agentflow if… - agentflow is primarily Python; spiceai is Rust. - License: agentflow is MIT, spiceai is Apache-2.0. - Tags unique to agentflow: json, large language models, python, workflow-management. - Also covers AI Agents. - When you need to rapidly prototype LLM workflows with minimal coding via JSON configs ### Choose spiceai if… - spiceai is primarily Rust; agentflow is Python. - License: spiceai is Apache-2.0, agentflow is MIT. - Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics. - Also covers Data & Retrieval. - spiceai ships Docker support for self-hosted deployment. - When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference ## When NOT to use agentflow - Avoid if requiring advanced customization that goes beyond basic JSON configurations - Not suitable for scenarios needing real-time dynamic changes in workflow setup during execution ## When NOT to use spiceai - If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust - Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust ## Common questions ### What is the difference between agentflow and spiceai? agentflow: Complex LLM Workflows from Simple JSON. spiceai: A real-time analytics node for data-grounded AI applications. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentflow over spiceai? Choose agentflow over spiceai when agentflow is primarily Python; spiceai is Rust; License: agentflow is MIT, spiceai is Apache-2.0; Tags unique to agentflow: json, large language models, python, workflow-management; Also covers AI Agents; When you need to rapidly prototype LLM workflows with minimal coding via JSON configs. ### When should I choose spiceai over agentflow? Choose spiceai over agentflow when spiceai is primarily Rust; agentflow is Python; License: spiceai is Apache-2.0, agentflow is MIT; Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics; Also covers Data & Retrieval; spiceai ships Docker support for self-hosted deployment; When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference. ### When should I avoid agentflow? Avoid if requiring advanced customization that goes beyond basic JSON configurations Not suitable for scenarios needing real-time dynamic changes in workflow setup during execution ### When should I avoid spiceai? If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust ### Is agentflow or spiceai more popular on GitHub? spiceai has more GitHub stars (3,069 vs 320). Stars measure visibility, not whether either tool fits your constraints. ### Are agentflow and spiceai open source? Yes - both are open-source projects on GitHub (agentflow: MIT, spiceai: Apache-2.0). ### Where can I find alternatives to agentflow or spiceai? GraphCanon lists graph-backed alternatives at [agentflow alternatives](/tools/simonmesmith-agentflow/alternatives) and [spiceai alternatives](/tools/spiceai-spiceai/alternatives) ([agentflow markdown twin](/tools/simonmesmith-agentflow/alternatives.md), [spiceai markdown twin](/tools/spiceai-spiceai/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/simonmesmith-agentflow-vs-spiceai-spiceai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentflow or spiceai? agentflow: Dormant. spiceai: 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 agentflow and spiceai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentflow trust report](/tools/simonmesmith-agentflow/trust); [spiceai trust report](/tools/spiceai-spiceai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=simonmesmith-agentflow`](/api/graphcanon/graph?tool=simonmesmith-agentflow) - 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/_