Comparison
AstrBot vs GSM-IC
Verdict
Pick AstrBot when tags unique to AstrBot: ai, gemini, docker, discord; pick GSM-IC when also covers Evaluation & Observability.
Markdown twin · AstrBot alternatives · GSM-IC alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AstrBot | GSM-IC |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Archived (1244d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- AstrBot
- AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
- GSM-IC
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant sentences in problem descriptions. GSM-IC is constructed to evalu
Stars
- AstrBot
- 36k
- GSM-IC
- 67
Forks
- AstrBot
- 2.5k
- GSM-IC
- 2
Open issues
- AstrBot
- 1.3k
- GSM-IC
- 1
Language
- AstrBot
- Python
- GSM-IC
- -
Adopt for
- AstrBot
- AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license.
- GSM-IC
- -
Persona
- AstrBot
- -
- GSM-IC
- -
Runtime
- AstrBot
- -
- GSM-IC
- -
License
- AstrBot
- AGPL-3.0
- GSM-IC
- -
Last pushed
- AstrBot
- Jul 9, 2026
- GSM-IC
- Feb 13, 2023
Categories
- AstrBot
- AI Agents, LLM Frameworks
- GSM-IC
- LLM Frameworks, Evaluation & Observability
Trust and health
Maintenance
- AstrBot
- Very active (96%)
- GSM-IC
- Archived (8%)
Days since push
- AstrBot
- 2d
- GSM-IC
- 1244d
Archived on GitHub
- AstrBot
- No
- GSM-IC
- Yes
Open issues (now)
- AstrBot
- 1.3k
- GSM-IC
- 1
Security scan
- AstrBot
- No MCP manifest
- GSM-IC
- No lockfile
Full report
- AstrBot
- Trust report
- GSM-IC
- Trust report
Choose AstrBot if…
- Tags unique to AstrBot: ai, gemini, docker, discord.
- Also covers AI Agents.
- AstrBot ships Docker support for self-hosted deployment.
- When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
When NOT to use AstrBot
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development.
- In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad,
- +adaptability.
Choose GSM-IC if…
- Also covers Evaluation & Observability.
- Leaner open-issue backlog (1).
When NOT to use GSM-IC
- GSM-IC is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- GitHub forks (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- Last push (AstrBotDevs/AstrBot) · observed Jul 9, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (google-research-datasets/GSM-IC) · observed Jul 11, 2026
- GitHub forks (google-research-datasets/GSM-IC) · observed Jul 11, 2026
- Last push (google-research-datasets/GSM-IC) · observed Feb 13, 2023
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · GSM-IC 67 (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and GSM-IC?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. GSM-IC: Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant sentences in problem descriptions. GSM-IC is constructed to evalu. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over GSM-IC?
- Choose AstrBot over GSM-IC when Tags unique to AstrBot: ai, gemini, docker, discord; Also covers AI Agents; AstrBot ships Docker support for self-hosted deployment; When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
- When should I choose GSM-IC over AstrBot?
- Choose GSM-IC over AstrBot when Also covers Evaluation & Observability; Leaner open-issue backlog (1).
- When should I avoid AstrBot?
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development. In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad, +adaptability.
- When should I avoid GSM-IC?
- GSM-IC is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is AstrBot or GSM-IC more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 67). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and GSM-IC open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to AstrBot or GSM-IC?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and GSM-IC alternatives (AstrBot markdown twin, GSM-IC markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AstrBot or GSM-IC?
- AstrBot: Very active. GSM-IC: Archived. 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 AstrBot and GSM-IC?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; GSM-IC trust report.