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cff-version: 1.2.0
message: "If you use ToolTrace Bench, please cite it as below."
title: "ToolTrace Bench: vendor-neutral, reproducible benchmarking of AI agents"
type: software
authors:
- name: webdevsamran
alias: webdevsamran
affiliation: "Independent / Open Source"
identifiers:
- type: url
value: "https://github.com/webdevsamran/tooltrace-bench"
repository-code: "https://github.com/webdevsamran/tooltrace-bench"
url: "https://github.com/webdevsamran/tooltrace-bench"
abstract: >-
ToolTrace Bench is a vendor-neutral, reproducible benchmarking framework for
AI agents. It measures task completion, tool-use correctness, failure
recovery, step efficiency, workspace safety, consistency across repeated
runs, latency (wall/model/tool), and token/cost data when available — using
deterministic executable scoring and complete versioned JSONL traces.
keywords:
- benchmarking
- ai-agents
- evaluation
- tool-use
- reliability
- reproducibility
license: Apache-2.0
version: 0.3.0
date-released: "2026-09-07"