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Comparison

agent-learning-kit vs DevEval

Verdict

Pick agent-learning-kit if agent-learning-kit is a Python framework for evaluating AI-related workflows with modules for faithfulness assessment, embedding similarity analysis, and feedback loop integration via ChromaDB; pick DevEval if devEval suits organizations requiring Python-centric software development benchmarks and practices evaluation.

Markdown twin · agent-learning-kit alternatives · DevEval alternatives

GraphCanon updated 2w

agent-learning-kit logo

agent-learning-kit

future-agi/agent-learning-kit

★ 118pushed Aug 1, 2026
vs
DevEval logo

DevEval

open-compass/DevEval

★ 138pushed May 30, 2024

Trust & integrity

Signalagent-learning-kitDevEval
Maintenance
Very active (0d since push)
As of 3w · github_public_v1
Dormant (797d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Organization account
As of 3w · github_public_v1
Not a fork · Organization account
As of 2w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
agent-learning-kit trust reportDevEval trust reportTrust methodology

Tagline

agent-learning-kit
Evaluation Framework for all your AI related Workflows
DevEval
A Comprehensive Benchmark for Software Development

Stars

agent-learning-kit
118
DevEval
138

Forks

agent-learning-kit
43
DevEval
13

Open issues

agent-learning-kit
6
DevEval
0

Language

agent-learning-kit
Python
DevEval
Python

Adopt for

agent-learning-kit
Agent-learning-kit is a Python framework for evaluating AI-related workflows with modules for faithfulness assessment, embedding similarity analysis, and feedback loop integration via ChromaDB.
DevEval
DevEval suits organizations requiring Python-centric software development benchmarks and practices evaluation.

Persona

agent-learning-kit
-
DevEval
-

Runtime

agent-learning-kit
-
DevEval
-

License

agent-learning-kit
Apache-2.0
DevEval
Apache-2.0

Last pushed

agent-learning-kit
Aug 1, 2026
DevEval
May 30, 2024

Categories

agent-learning-kit
Evaluation & Observability
DevEval
Evaluation & Observability

Trust and health

Maintenance

agent-learning-kit
Very active (96%)
DevEval
Dormant (18%)

Days since push

agent-learning-kit
0d
DevEval
797d

Open issues (now)

agent-learning-kit
6
DevEval
0

Full report

agent-learning-kit
Trust report
DevEval
Trust report

Choose agent-learning-kit if…

  • Tags unique to agent-learning-kit: ai-agents, ci-cd, evaluation, ml.
  • When you need comprehensive evaluation of your AI models including faithfulness checks using DeBERTa NLI model installed.
  • More recently updated (last pushed Aug 1, 2026).

When NOT to use agent-learning-kit

  • If your workflow does not align with the specific evaluation criteria and methods supported by agent-learning-kit.
  • When you seek a framework that integrates with backend systems other than those provided as optional extras, such as MongoDB or DynamoDB instead of ChromaDB.
GitHubDetails

Choose DevEval if…

  • Tags unique to DevEval: benchmark, docker-supported, python, software-development.
  • Choose DevEval when you require comprehensive benchmarking specifically for software development using Python.
  • More GitHub stars (138 vs 118) - visibility, not fit.

When NOT to use DevEval

  • Avoid DevEval if your software projects heavily rely on languages other than Python.
  • Do not use it when a non-Dockerized evaluation tool is preferred due to organizational constraints or preferences.
GitHubDetails

Explore

agent-learning-kit trust report →DevEval trust report →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: agent-learning-kit 118 · DevEval 138 (synced Aug 1, 2026).

Common questions

What is the difference between agent-learning-kit and DevEval?
agent-learning-kit: Evaluation Framework for all your AI related Workflows. DevEval: A Comprehensive Benchmark for Software Development. See the comparison table for live GitHub stats and shared categories.
When should I choose agent-learning-kit over DevEval?
Choose agent-learning-kit over DevEval when Tags unique to agent-learning-kit: ai-agents, ci-cd, evaluation, ml; When you need comprehensive evaluation of your AI models including faithfulness checks using DeBERTa NLI model installed; More recently updated (last pushed Aug 1, 2026).
When should I choose DevEval over agent-learning-kit?
Choose DevEval over agent-learning-kit when Tags unique to DevEval: benchmark, docker-supported, python, software-development; Choose DevEval when you require comprehensive benchmarking specifically for software development using Python; More GitHub stars (138 vs 118) - visibility, not fit.
When should I avoid agent-learning-kit?
If your workflow does not align with the specific evaluation criteria and methods supported by agent-learning-kit. When you seek a framework that integrates with backend systems other than those provided as optional extras, such as MongoDB or DynamoDB instead of ChromaDB.
When should I avoid DevEval?
Avoid DevEval if your software projects heavily rely on languages other than Python. Do not use it when a non-Dockerized evaluation tool is preferred due to organizational constraints or preferences.
Is agent-learning-kit or DevEval more popular on GitHub?
DevEval has more GitHub stars (138 vs 118). Stars measure visibility, not whether either tool fits your constraints.
Are agent-learning-kit and DevEval open source?
Yes - both are open-source projects on GitHub (agent-learning-kit: Apache-2.0, DevEval: Apache-2.0).
Where can I find alternatives to agent-learning-kit or DevEval?
GraphCanon lists graph-backed alternatives at agent-learning-kit alternatives and DevEval alternatives (agent-learning-kit markdown twin, DevEval 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, agent-learning-kit or DevEval?
agent-learning-kit: Very active. DevEval: 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 agent-learning-kit and DevEval?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-learning-kit trust report; DevEval trust report.

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