--- title: "Prompt-Engineering-Guide vs griptape" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dair-ai-prompt-engineering-guide-vs-griptape-ai-griptape" tools: ["dair-ai-prompt-engineering-guide", "griptape-ai-griptape"] --- # Prompt-Engineering-Guide vs griptape *GraphCanon updated Jul 11, 2026* ## Verdict Pick Prompt-Engineering-Guide when prompt-Engineering-Guide is primarily MDX; griptape is Python; pick griptape when griptape is primarily Python; Prompt-Engineering-Guide is MDX. [Prompt-Engineering-Guide](https://www.promptingguide.ai/) reports 76k GitHub stars, 8.4k forks, and 274 open issues, last pushed Mar 11, 2026. [griptape](https://www.griptape.ai) has 2.6k stars, 248 forks, and 78 open issues, last pushed Jul 6, 2026. Figures are from public GitHub metadata via [Prompt-Engineering-Guide's repository](https://github.com/dair-ai/Prompt-Engineering-Guide) and [griptape's repository](https://github.com/griptape-ai/griptape). | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [griptape](/tools/griptape-ai-griptape.md) | | --- | --- | --- | | Tagline | Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents | Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory. | | Stars | 76,349 | 2,556 | | Forks | 8,361 | 248 | | Open issues | 274 | 78 | | Language | MDX | Python | | Adopt for | Decision-critical facts for Prompt-Engineering-Guide | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, LLM Frameworks | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Prompt-Engineering-Guide](/tools/dair-ai-prompt-engineering-guide.md) | [griptape](/tools/griptape-ai-griptape.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 121d | 4d | | Open issues (now) | 274 | 78 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/dair-ai-prompt-engineering-guide/trust.md) | [trust report](/tools/griptape-ai-griptape/trust.md) | ## Decision facts: Prompt-Engineering-Guide - **Adopt for:** Decision-critical facts for Prompt-Engineering-Guide ## Choose when ### Choose Prompt-Engineering-Guide if… - Prompt-Engineering-Guide is primarily MDX; griptape is Python. - License: Prompt-Engineering-Guide is MIT, griptape is Apache-2.0. - Tags unique to Prompt-Engineering-Guide: agent, agents, ai-agents, chatgpt. - When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### Choose griptape if… - griptape is primarily Python; Prompt-Engineering-Guide is MDX. - License: griptape is Apache-2.0, Prompt-Engineering-Guide is MIT. - Tags unique to griptape: ai, anthropic, claude, gpt. ## When NOT to use Prompt-Engineering-Guide - Avoid using if your focus is entirely on deep-learning frameworks without a need for detailed instructions or examples related to prompt crafting. - Not suitable when you require tools that go beyond guiding materials, such as custom prompts or direct software plugins provided by competitors focused more on practical implementation over learning. ## When NOT to use griptape - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - 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 Prompt-Engineering-Guide and griptape? Prompt-Engineering-Guide: Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. griptape: Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.. See the comparison table for live GitHub stats and shared categories. ### When should I choose Prompt-Engineering-Guide over griptape? Choose Prompt-Engineering-Guide over griptape when Prompt-Engineering-Guide is primarily MDX; griptape is Python; License: Prompt-Engineering-Guide is MIT, griptape is Apache-2.0; Tags unique to Prompt-Engineering-Guide: agent, agents, ai-agents, chatgpt; When you seek comprehensive documentation and educational materials specifically focused on the nuance of prompt engineering techniques. ### When should I choose griptape over Prompt-Engineering-Guide? Choose griptape over Prompt-Engineering-Guide when griptape is primarily Python; Prompt-Engineering-Guide is MDX; License: griptape is Apache-2.0, Prompt-Engineering-Guide is MIT; Tags unique to griptape: ai, anthropic, claude, gpt. ### When should I avoid Prompt-Engineering-Guide? Avoid using if your focus is entirely on deep-learning frameworks without a need for detailed instructions or examples related to prompt crafting. Not suitable when you require tools that go beyond guiding materials, such as custom prompts or direct software plugins provided by competitors focused more on practical implementation over learning. ### When should I avoid griptape? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is Prompt-Engineering-Guide or griptape more popular on GitHub? Prompt-Engineering-Guide has more GitHub stars (76,349 vs 2,556). Stars measure visibility, not whether either tool fits your constraints. ### Are Prompt-Engineering-Guide and griptape open source? Yes - both are open-source projects on GitHub (Prompt-Engineering-Guide: MIT, griptape: Apache-2.0). ### Where can I find alternatives to Prompt-Engineering-Guide or griptape? GraphCanon lists graph-backed alternatives at [Prompt-Engineering-Guide alternatives](/tools/dair-ai-prompt-engineering-guide/alternatives) and [griptape alternatives](/tools/griptape-ai-griptape/alternatives) ([Prompt-Engineering-Guide markdown twin](/tools/dair-ai-prompt-engineering-guide/alternatives.md), [griptape markdown twin](/tools/griptape-ai-griptape/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/dair-ai-prompt-engineering-guide-vs-griptape-ai-griptape.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Prompt-Engineering-Guide or griptape? Prompt-Engineering-Guide: Slowing. griptape: 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 Prompt-Engineering-Guide and griptape? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Prompt-Engineering-Guide trust report](/tools/dair-ai-prompt-engineering-guide/trust); [griptape trust report](/tools/griptape-ai-griptape/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dair-ai-prompt-engineering-guide`](/api/graphcanon/graph?tool=dair-ai-prompt-engineering-guide) - 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/_