Verified86%Harbor: pendingAgentic / Tool UseCodingLong Context

Argo-Bench

Argo-Bench: Evaluating Data Agents on Enterprise-Scale Workflows

Argo-Bench One simulated year of a New York City food-delivery company, exported to an Oracle E-Business Suite 12.

How to run

ltb · argo-bench
$ npm i -g lettokenburn-cli
$ ltb bench info argo-bench

External harness. No Harbor adapter has been generated for this benchmark yet. `ltb bench info` prints the known links.

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

Scores

14 sourced entries
HarnessSourceConfidenceLink
Claude Opus 5.559.5N/AIndependentmediumOct 1, 2026arxiv.org
Claude Sonnet 5.551.8N/AIndependentmediumOct 1, 2026arxiv.org
GPT-6 Astra51.8N/AIndependentmediumOct 1, 2026arxiv.org
GPT-6.1 Sol49.5N/AIndependentmediumOct 1, 2026arxiv.org
GPT-6 Sol36.8N/AIndependentmediumOct 1, 2026arxiv.org
Kimi K328.4N/AIndependentmediumOct 1, 2026arxiv.org
Gemini 3.8 Flash26.2N/AIndependentmediumOct 1, 2026arxiv.org
DeepSeek V4.1 Flash25.4N/AIndependentmediumOct 1, 2026arxiv.org
Qwen3.8 Max24.4N/AIndependentmediumOct 1, 2026arxiv.org
GLM-5.3 Flash21.2N/AIndependentmediumOct 1, 2026arxiv.org
Muse Spark 1.320.7N/AIndependentmediumOct 1, 2026arxiv.org
Claude Sonnet 517.3N/AIndependentmediumOct 1, 2026arxiv.org
GPT-6 Luna15.0N/AIndependentmediumOct 1, 2026arxiv.org
Claude Haiku 4.55.5N/AIndependentmediumOct 1, 2026arxiv.org

Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

Reproduced by the community

All runs
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About

Argo-Bench

One simulated year of a New York City food-delivery company, exported to an Oracle E-Business Suite 12.2 warehouse of 235 tables and 7.54 billion rows. Leaderboard & Demo · How it works · Paper · Code

An enterprise ERP you can download

The data that enterprise analytics runs on is rarely public. Large companies keep their orders, payouts, ledgers and customer records in ERP systems such as Oracle E-Business Suite and SAP, extended with custom tables of…