--- title: "edsl vs AlignLLMHumanSurvey" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/expectedparrot-edsl-vs-garyyufei-alignllmhumansurvey" tools: ["expectedparrot-edsl", "garyyufei-alignllmhumansurvey"] --- # edsl vs AlignLLMHumanSurvey *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 AlignLLMHumanSurvey if alignLLMHumanSurvey is a survey repository aggregating resources and research on aligning large language models with human expectations through various methodologies like data collection, training techniques, and model评价. [edsl](https://docs.expectedparrot.com) reports 491 GitHub stars, 79 forks, and 51 open issues, last pushed Aug 23, 2026. [AlignLLMHumanSurvey](https://arxiv.org/abs/2307.12966) has 742 stars, 30 forks, and 0 open issues, last pushed Sep 11, 2023. Figures are from public GitHub metadata via [edsl's repository](https://github.com/expectedparrot/edsl) and [AlignLLMHumanSurvey's repository](https://github.com/GaryYufei/AlignLLMHumanSurvey). | | [edsl](/tools/expectedparrot-edsl.md) | [AlignLLMHumanSurvey](/tools/garyyufei-alignllmhumansurvey.md) | | --- | --- | --- | | Tagline | Framework for designing and analyzing AI-powered surveys and experiments | A survey on aligning large language models with human expectations | | Stars | 491 | 742 | | Forks | 79 | 30 | | Open issues | 51 | 0 | | Language | 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. | AlignLLMHumanSurvey is a survey repository aggregating resources and research on aligning large language models with human expectations through various methodologies like data collection, training techniques, and model评价 | | Persona | - | - | | Runtime | - | - | | License | MIT | - | | Categories | AI Agents, Evaluation & Observability, Model Training | Evaluation & Observability, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [edsl](/tools/expectedparrot-edsl.md) | [AlignLLMHumanSurvey](/tools/garyyufei-alignllmhumansurvey.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 1060d | | Open issues (now) | 51 | 0 | | Stars delta | +8 (30d) | Unknown | | Open issues delta | +9 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/expectedparrot-edsl/trust.md) | [trust report](/tools/garyyufei-alignllmhumansurvey/trust.md) | ## 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: AlignLLMHumanSurvey - **Adopt for:** AlignLLMHumanSurvey is a survey repository aggregating resources and research on aligning large language models with human expectations through various methodologies like data collection, training techniques, and model评价 ## Choose when ### Choose edsl if… - Tags unique to edsl: anthropic, data-labeling, domain-specific-language, llm-agent. - Also covers AI Agents. - When conducting complex simulations of social science studies that require the use of multiple AI agents or interactions with LLMs. ### Choose AlignLLMHumanSurvey if… - Tags unique to AlignLLMHumanSurvey: awesome, chatgpt, chinese-llama, gpt-4. - 当您需要全面了解将大型语言模型与人类期望对齐的技术和方法时，可以使用AlignLLMHumanSurvey，它涵盖了数据收集、训练方法和模型评估等多个方面。 - More GitHub stars (742 vs 491) - visibility, not fit. ## 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 AlignLLMHumanSurvey - ，AlignLLMHumanSurvey，，。 ## Common questions ### What is the difference between edsl and AlignLLMHumanSurvey? edsl: Framework for designing and analyzing AI-powered surveys and experiments. AlignLLMHumanSurvey: A survey on aligning large language models with human expectations. See the comparison table for live GitHub stats and shared categories. ### When should I choose edsl over AlignLLMHumanSurvey? Choose edsl over AlignLLMHumanSurvey when Tags unique to edsl: anthropic, data-labeling, domain-specific-language, llm-agent; Also covers AI Agents; When conducting complex simulations of social science studies that require the use of multiple AI agents or interactions with LLMs. ### When should I choose AlignLLMHumanSurvey over edsl? Choose AlignLLMHumanSurvey over edsl when Tags unique to AlignLLMHumanSurvey: awesome, chatgpt, chinese-llama, gpt-4; 当您需要全面了解将大型语言模型与人类期望对齐的技术和方法时，可以使用AlignLLMHumanSurvey，它涵盖了数据收集、训练方法和模型评估等多个方面。; More GitHub stars (742 vs 491) - visibility, not fit. ### 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 AlignLLMHumanSurvey? ，AlignLLMHumanSurvey，，。 ### Is edsl or AlignLLMHumanSurvey more popular on GitHub? AlignLLMHumanSurvey has more GitHub stars (742 vs 491). Stars measure visibility, not whether either tool fits your constraints. ### Are edsl and AlignLLMHumanSurvey open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to edsl or AlignLLMHumanSurvey? GraphCanon lists graph-backed alternatives at [edsl alternatives](/tools/expectedparrot-edsl/alternatives) and [AlignLLMHumanSurvey alternatives](/tools/garyyufei-alignllmhumansurvey/alternatives) ([edsl markdown twin](/tools/expectedparrot-edsl/alternatives.md), [AlignLLMHumanSurvey markdown twin](/tools/garyyufei-alignllmhumansurvey/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-garyyufei-alignllmhumansurvey.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, edsl or AlignLLMHumanSurvey? edsl: Very active. AlignLLMHumanSurvey: 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 AlignLLMHumanSurvey? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [edsl trust report](/tools/expectedparrot-edsl/trust); [AlignLLMHumanSurvey trust report](/tools/garyyufei-alignllmhumansurvey/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/_