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Best TML-Bench Alternatives

53 dev tools you can use instead of TML-Bench. Ranked by popularity, tag overlap, and live GitHub signals.

evaluationcoding-agentautonomouspythonopen-source
T

TML-Bench

Reference

Benchmark for evaluating data science agents on Kaggle-style tabular ML tasks

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Top Alternatives to TML-Bench

A

AgentDS

Benchmark framework measuring AI agent performance vs human experts on data science tasks

unknownFree
Research Team
4 shared tags
C

CUA-Suite

Large-scale human-annotated video dataset for training computer-use agents

OSSFree
Research Team
4 shared tags
E

EVMbench

Benchmark for evaluating AI agents on smart contract security tasks

OSSFree
Research Team (Wang et al.)
4 shared tags
P

PostTrainBench

Benchmark for evaluating autonomous post-training of LLMs under compute constraints

OSSFree
Research Collaboration
4 shared tags
S

SlopCodeBench

Benchmark for measuring coding agent performance degradation across iterative tasks

OSSFree
Research Collaboration
4 shared tags
T

TDAD

Pre-change impact analysis for AI coding agents using graph-based dependency mapping

OSSFree
Research Project
4 shared tags
a

ai-agents-for-beginners

Microsoft's free 12-lesson curriculum for learning to build AI agents from scratch

OSSFree
Microsoft
3 shared tags
A

Agent Lifecycle Toolkit (ALTK)

Standardized middleware for production-ready AI agents with built-in failure handling

OSSFree
Multiple Authors
3 shared tags
C

ClawTrap

MITM red-teaming framework for testing autonomous web agent security in real-world scenarios

OSSFree
Independent Researchers
3 shared tags
C

Cognitive Firewall

Hybrid edge-cloud security defense against prompt injection attacks on browser AI agents

OSSFree
Research Team
3 shared tags
E

ElephantBroker

Knowledge-grounded cognitive runtime for trustworthy AI agents with verifiable memory

OSSFree
Cognee
3 shared tags
F

FinToolBench

Specialized benchmark for evaluating LLM agents on real-world financial tool use and compliance

OSSFree
Research Collaboration
3 shared tags

Compare directly

TML-Bench vs AgentDSTML-Bench vs CUA-SuiteTML-Bench vs EVMbenchTML-Bench vs PostTrainBench