GraphCanon
Home/Compare/AstrBot vs deepeval

Comparison

AstrBot vs deepeval

Verdict

Pick AstrBot when license: AstrBot is AGPL-3.0, deepeval is Apache-2.0; pick deepeval when license: deepeval is Apache-2.0, AstrBot is AGPL-3.0.

Markdown twin · AstrBot alternatives · deepeval alternatives

GraphCanon updated today

AstrBot logo

AstrBot

AstrBotDevs/AstrBot

★ 36kpushed Jul 9, 2026
vs
deepeval logo

deepeval

confident-ai/deepeval

★ 17kpushed Jul 10, 2026

Trust & integrity

SignalAstrBotdeepeval
Maintenance
Very active (2d since push)
As of today · github_public_v1
Very active (0d 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
AstrBot trust reportdeepeval trust reportTrust methodology

Tagline

AstrBot
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
deepeval
The LLM Evaluation Framework

Stars

AstrBot
36k
deepeval
17k

Forks

AstrBot
2.5k
deepeval
1.6k

Open issues

AstrBot
1.3k
deepeval
334

Language

AstrBot
Python
deepeval
Python

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.
deepeval
-

Persona

AstrBot
-
deepeval
-

Runtime

AstrBot
-
deepeval
-

License

AstrBot
AGPL-3.0
deepeval
Apache-2.0

Last pushed

AstrBot
Jul 9, 2026
deepeval
Jul 10, 2026

Categories

AstrBot
AI Agents, LLM Frameworks
deepeval
LLM Frameworks, Evaluation & Observability

Trust and health

Days since push

AstrBot
2d
deepeval
0d

Open issues (now)

AstrBot
1.3k
deepeval
334

Security scan

AstrBot
No MCP manifest
deepeval
No lockfile

Full report

AstrBot
Trust report
deepeval
Trust report

Choose AstrBot if…

  • License: AstrBot is AGPL-3.0, deepeval is Apache-2.0.
  • 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.
GitHubDetails

Choose deepeval if…

  • License: deepeval is Apache-2.0, AstrBot is AGPL-3.0.
  • Tags unique to deepeval: python, llm-evaluation-framework, evaluation-metrics, llm-evaluation-metrics.
  • Also covers Evaluation & Observability.

When NOT to use deepeval

  • 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.
GitHubDetails

Explore

AstrBot trust report →deepeval trust report →AI Agents category →LLM Frameworks category →Evaluation & Observability category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: AstrBot 36k · deepeval 17k (synced Jul 11, 2026).

Common questions

What is the difference between AstrBot and deepeval?
AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. deepeval: The LLM Evaluation Framework. See the comparison table for live GitHub stats and shared categories.
When should I choose AstrBot over deepeval?
Choose AstrBot over deepeval when License: AstrBot is AGPL-3.0, deepeval is Apache-2.0; 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 deepeval over AstrBot?
Choose deepeval over AstrBot when License: deepeval is Apache-2.0, AstrBot is AGPL-3.0; Tags unique to deepeval: python, llm-evaluation-framework, evaluation-metrics, llm-evaluation-metrics; Also covers Evaluation & Observability.
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 deepeval?
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 deepeval more popular on GitHub?
AstrBot has more GitHub stars (36,186 vs 16,767). Stars measure visibility, not whether either tool fits your constraints.
Are AstrBot and deepeval open source?
Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, deepeval: Apache-2.0).
Where can I find alternatives to AstrBot or deepeval?
GraphCanon lists graph-backed alternatives at AstrBot alternatives and deepeval alternatives (AstrBot markdown twin, deepeval 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 deepeval?
AstrBot: Very active. deepeval: 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 AstrBot and deepeval?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; deepeval trust report.