--- title: "edsl vs agentflow" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/expectedparrot-edsl-vs-simonmesmith-agentflow" tools: ["expectedparrot-edsl", "simonmesmith-agentflow"] --- # edsl vs agentflow *GraphCanon updated Aug 25, 2026* ## Verdict Pick edsl if edsl stands out for designing AI-powered surveys and experiments in social science and market research by letting users simulate large-scale studies involving multiple AI agents and LLMs; pick agentflow if agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. [edsl](https://docs.expectedparrot.com) reports 491 GitHub stars, 79 forks, and 51 open issues, last pushed Aug 23, 2026. [agentflow](https://github.com/simonmesmith/agentflow) has 320 stars, 27 forks, and 13 open issues, last pushed Aug 11, 2023. Figures are from public GitHub metadata via [edsl's repository](https://github.com/expectedparrot/edsl) and [agentflow's repository](https://github.com/simonmesmith/agentflow). | | [edsl](/tools/expectedparrot-edsl.md) | [agentflow](/tools/simonmesmith-agentflow.md) | | --- | --- | --- | | Tagline | Framework for designing and analyzing AI-powered surveys and experiments | Complex LLM Workflows from Simple JSON | | Stars | 491 | 320 | | Forks | 79 | 27 | | Open issues | 51 | 13 | | Language | Python | Python | | Adopt for | edsl stands out for designing AI-powered surveys and experiments in social science and market research by letting users simulate large-scale studies involving multiple AI agents and LLMs. | Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Evaluation & Observability, Model Training | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [edsl](/tools/expectedparrot-edsl.md) | [agentflow](/tools/simonmesmith-agentflow.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 1100d | | Open issues (now) | 51 | 13 | | Stars delta | +8 (30d) | -1 (30d) | | Open issues delta | +9 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/expectedparrot-edsl/trust.md) | [trust report](/tools/simonmesmith-agentflow/trust.md) | ## Shared compatibility - **Python**: [edsl](/tools/expectedparrot-edsl.md) - Python runtime; [agentflow](/tools/simonmesmith-agentflow.md) - Python runtime ## Decision facts: edsl - **Adopt for:** edsl stands out for designing AI-powered surveys and experiments in social science and market research by letting users simulate large-scale studies involving multiple AI agents and LLMs. ## Decision facts: agentflow - **Adopt for:** Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. ## Choose when ### Choose edsl if… - Tags unique to edsl: anthropic, data-labeling, domain-specific-language, llm-agent. - Also covers Evaluation & Observability, Model Training. - When conducting complex simulations of social science studies that require the use of multiple AI agents or interactions with LLMs. ### Choose agentflow if… - Tags unique to agentflow: json, large language models, python, workflow-management. - Also covers LLM Frameworks. - When you need to rapidly prototype LLM workflows with minimal coding via JSON configs ## When NOT to use edsl - If your project requires real human responses and feedback in experiments, edsl is a system designed around AI agents rather than living participants. - In cases where the scope of the experiment does not involve social science or require significant simulation capabilities with large numbers of AI entities. ## 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 ## Common questions ### What is the difference between edsl and agentflow? edsl: Framework for designing and analyzing AI-powered surveys and experiments. agentflow: Complex LLM Workflows from Simple JSON. See the comparison table for live GitHub stats and shared categories. ### When should I choose edsl over agentflow? Choose edsl over agentflow when Tags unique to edsl: anthropic, data-labeling, domain-specific-language, llm-agent; Also covers Evaluation & Observability, Model Training; When conducting complex simulations of social science studies that require the use of multiple AI agents or interactions with LLMs. ### When should I choose agentflow over edsl? Choose agentflow over edsl when Tags unique to agentflow: json, large language models, python, workflow-management; Also covers LLM Frameworks; When you need to rapidly prototype LLM workflows with minimal coding via JSON configs. ### When should I avoid edsl? If your project requires real human responses and feedback in experiments, edsl is a system designed around AI agents rather than living participants. In cases where the scope of the experiment does not involve social science or require significant simulation capabilities with large numbers of AI entities. ### 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 ### Is edsl or agentflow more popular on GitHub? edsl has more GitHub stars (491 vs 320). Stars measure visibility, not whether either tool fits your constraints. ### Are edsl and agentflow open source? Yes - both are open-source projects on GitHub (edsl: MIT, agentflow: MIT). ### Where can I find alternatives to edsl or agentflow? GraphCanon lists graph-backed alternatives at [edsl alternatives](/tools/expectedparrot-edsl/alternatives) and [agentflow alternatives](/tools/simonmesmith-agentflow/alternatives) ([edsl markdown twin](/tools/expectedparrot-edsl/alternatives.md), [agentflow markdown twin](/tools/simonmesmith-agentflow/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/expectedparrot-edsl-vs-simonmesmith-agentflow.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, edsl or agentflow? edsl: Very active. agentflow: Dormant. 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 edsl and agentflow? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [edsl trust report](/tools/expectedparrot-edsl/trust); [agentflow trust report](/tools/simonmesmith-agentflow/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=expectedparrot-edsl`](/api/graphcanon/graph?tool=expectedparrot-edsl) - 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/_