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#evaluation-framework (11 Repositories)

Ranked open-source repositories tagged with #evaluation-framework, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

53.3%

Avg Review Latency

14.4h

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11 repositories tagged #evaluation-framework

A TierPython 198

EuroEval/EuroEval

The robust European language model benchmark.

85.2%
Merge Rate
17h
First Review
100%
1st-Timers
15
Maintainers
A TierPython 150 1 GFIs

UiPath/coder_eval

Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, A/B experiments, CI gates.

62.4%
Merge Rate
10h
First Review
50%
1st-Timers
12
Maintainers
A TierPython 2.1k 134 GFIs

future-agi/future-agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

51.6%
Merge Rate
2d
First Review
20%
1st-Timers
94
Maintainers
A TierPython 155

open-compass/AgentCompass

[EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities.

69.2%
Merge Rate
-
First Review
57%
1st-Timers
10
Maintainers
A TierTypeScript 25.9k

promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

63.6%
Merge Rate
1d
First Review
43%
1st-Timers
61
Maintainers
A TierPython 13.8k

EleutherAI/lm-evaluation-harness

A framework for few-shot evaluation of language models.

28.1%
Merge Rate
2h
First Review
36%
1st-Timers
61
Maintainers
B TierPython 18.7k 2 GFIs

confident-ai/deepeval

The LLM Evaluation Framework

29.9%
Merge Rate
1d
First Review
18%
1st-Timers
90
Maintainers
B TierPython 230

thetahealth/mirobody-eval

An evaluation harness for medical/health AI agents — reproduce and cover multiple benchmarks under one scoring discipline

90.9%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierPython 2.5k

huggingface/lighteval

Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

5.6%
Merge Rate
20h
First Review
0%
1st-Timers
23
Maintainers
B TierPython 348

aiverify-foundation/moonshot

Moonshot - A simple and modular tool to evaluate and red-team any LLM application.

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 990

MaurizioFD/RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Evaluation-framework Open Source Repositories & C-Rank™ | GetMerged