benchmark

benchmark is a command for Claude Code from minihellboy/factorminer. It costs 18 tokens per session (94 once invoked), scanned A, original, MIT.

A command for running FactorMiner comparisons, including table, ablation, cost-pressure, or full-suite benchmarks. A benchmark compares research runs using the same dataset and data splits.

In plain words
What is it for?
Running benchmark modes on validated market data and adding the resulting JSON results to a research note.
Why use it?
It provides a defined way to compare factor-mining results under consistent conditions. This helps distinguish real improvements from changes caused by different data or splits.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the factor-researcher plugin — 7 skills, 7 commands, 1 agent, 12 MCP servers shipped together

Good fit Running benchmark modes on validated market data and adding the resulting JSON results to a research note.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/minihellboy/factorminer/benchmark
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/minihellboy/factorminer

Made for: Claude Code.

Or install factor-researcher, the plugin that ships this one along with the rest of its 7 skills, 7 commands, 1 agent, 12 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for benchmark

README.md
[![agentmods](https://agentmods.dev/badge/commands/minihellboy/factorminer/benchmark/github.svg)](https://agentmods.dev/commands/minihellboy/factorminer/benchmark)
Your own site
<a href="https://agentmods.dev/commands/minihellboy/factorminer/benchmark"><img src="https://agentmods.dev/badge/commands/minihellboy/factorminer/benchmark/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for benchmark

Your own site · 80×15
<a href="https://agentmods.dev/commands/minihellboy/factorminer/benchmark"><img src="https://agentmods.dev/badge/commands/minihellboy/factorminer/benchmark.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 94 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00018 $0.00094
Opus 5.5 $0.00007 $0.00038
Sonnet 5.5 $0.00004 $0.00019
Haiku 4.5 $0.00002 $0.00009

Measured 1mo ago against content hash bf0d694265c8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

benchmark scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

integrations/factor-researcher/plugin/commands/benchmark.md · 9 lines

What it actually says

Load the factor-benchmark skill and run the requested benchmark mode against a validated dataset. Use the same dataset and splits across compared runs. Fold the resulting JSON payloads into the research note via factor-report.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 9 lines · 18 tokens per session scan A bf0d694265c8

Subscribe to this mod's changes

benchmark is a command published in the GitHub repository minihellboy/factorminer (123 stars, last pushed yesterday), licensed MIT. It adds 18 tokens to every session and 94 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.