--- title: "GTA vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/open-compass-gta-vs-panniantong-agent-reach" tools: ["open-compass-gta", "panniantong-agent-reach"] --- # GTA vs Agent-Reach *GraphCanon updated Aug 25, 2026* ## Verdict Pick GTA if gTA (General Tool Agent) is a benchmark and evaluation framework that assesses general tool agents in both atomic tasks and open-ended workflows; pick Agent-Reach if agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. [GTA](https://github.com/open-compass/GTA) reports 148 GitHub stars, 10 forks, and 2 open issues, last pushed Apr 20, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 75k stars, 6.4k forks, and 100 open issues, last pushed Aug 25, 2026. Figures are from public GitHub metadata via [GTA's repository](https://github.com/open-compass/GTA) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [GTA](/tools/open-compass-gta.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | GTA: General Tool Agent Benchmark and Evaluation Framework | AI Agent for Automated Web and Social Media Data Extraction | | Stars | 148 | 75,209 | | Forks | 10 | 6,415 | | Open issues | 2 | 100 | | Language | Python | Python | | Adopt for | GTA (General Tool Agent) is a benchmark and evaluation framework that assesses general tool agents in both atomic tasks and open-ended workflows. | Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [GTA](/tools/open-compass-gta.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 99d | 0d | | Open issues (now) | 2 | 100 | | Stars delta | Unknown | +14k (30d) | | Open issues delta | Unknown | -68 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/open-compass-gta/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Decision facts: GTA - **Adopt for:** GTA (General Tool Agent) is a benchmark and evaluation framework that assesses general tool agents in both atomic tasks and open-ended workflows. ## Decision facts: Agent-Reach - **Adopt for:** Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. ## Choose when ### Choose GTA if… - License: GTA is Apache-2.0, Agent-Reach is MIT. - Tags unique to GTA: benchmark, evaluation-framework, general tool agents, workflow evaluation. - Also covers Evaluation & Observability. - Use GTA when you need to evaluate the performance of an agent across long-horizon, open-ended productivity scenarios. ### Choose Agent-Reach if… - License: Agent-Reach is MIT, GTA is Apache-2.0. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers Data & Retrieval. - When needing to bypass costly API fees for extensive social media platform data extraction ## When NOT to use GTA - Avoid using GTA if you are only interested in evaluating short-term tasks without focusing on full workflow outcomes. - Do not rely exclusively on GTA for assessing performance if the context of your use case differs significantly from productivity workflows that GTA aims to evaluate. - highlevel_tags ## When NOT to use Agent-Reach - If strict compliance with website scraping policies is critical due to its use of scraping techniques - When direct interaction through APIs for precision and reliability is preferred over scraping ## Common questions ### What is the difference between GTA and Agent-Reach? GTA: GTA: General Tool Agent Benchmark and Evaluation Framework. Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. See the comparison table for live GitHub stats and shared categories. ### When should I choose GTA over Agent-Reach? Choose GTA over Agent-Reach when License: GTA is Apache-2.0, Agent-Reach is MIT; Tags unique to GTA: benchmark, evaluation-framework, general tool agents, workflow evaluation; Also covers Evaluation & Observability; Use GTA when you need to evaluate the performance of an agent across long-horizon, open-ended productivity scenarios. ### When should I choose Agent-Reach over GTA? Choose Agent-Reach over GTA when License: Agent-Reach is MIT, GTA is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers Data & Retrieval; When needing to bypass costly API fees for extensive social media platform data extraction. ### When should I avoid GTA? Avoid using GTA if you are only interested in evaluating short-term tasks without focusing on full workflow outcomes. Do not rely exclusively on GTA for assessing performance if the context of your use case differs significantly from productivity workflows that GTA aims to evaluate. highlevel_tags ### When should I avoid Agent-Reach? If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping ### Is GTA or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (75,209 vs 148). Stars measure visibility, not whether either tool fits your constraints. ### Are GTA and Agent-Reach open source? Yes - both are open-source projects on GitHub (GTA: Apache-2.0, Agent-Reach: MIT). ### Where can I find alternatives to GTA or Agent-Reach? GraphCanon lists graph-backed alternatives at [GTA alternatives](/tools/open-compass-gta/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([GTA markdown twin](/tools/open-compass-gta/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/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/open-compass-gta-vs-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, GTA or Agent-Reach? GTA: Slowing. Agent-Reach: 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 GTA and Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [GTA trust report](/tools/open-compass-gta/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=open-compass-gta`](/api/graphcanon/graph?tool=open-compass-gta) - 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/_