What is provider-analytics?

A command that reports how AI providers and models are being used over a chosen time period.

Use it to compare providers, inspect model usage, review cost per request, and investigate recent failures.

It helps you see request volume, success rates, response times, token use, estimated costs, fallbacks, and errors in one place.

provider-analytics — Command for coding agents by AttendantLion8: A command that reports how AI providers and models…

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.

agentmods

npx agentmods add commands/attendantlion8/provider-fallback-plugin/provider-analytics

Clone the repo

git clone --depth 1 https://github.com/AttendantLion8/provider-fallback-plugin

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/attendantlion8/provider-fallback-plugin/provider-analytics.svg)](https://agentmods.dev/commands/attendantlion8/provider-fallback-plugin/provider-analytics)

Your own site

<a href="https://agentmods.dev/commands/attendantlion8/provider-fallback-plugin/provider-analytics"><img src="https://agentmods.dev/badge/commands/attendantlion8/provider-fallback-plugin/provider-analytics.svg" alt="Measured on agentmods" height="20"></a>

Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 605 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. Scan, not verified.

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.

Model	Per session	Once invoked
Fable 5	$0.00011	$0.00605
Opus 5	$0.00005	$0.00302
Sonnet 5	$0.00002	$0.00121
Haiku 4.5	$0.00001	$0.00060

Measured 4d ago against content hash 79ed751d7b41, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

provider-analytics 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 4d 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.

commands/provider-analytics.md · 98 lines

What it actually says

Provider Analytics Command

Display comprehensive usage analytics for AI providers.

Usage

/provider-analytics [period] [--view=<type>]

Arguments

period: Time period (1h, 24h, 7d, 30d, all)
--view: View type (summary, providers, models, costs, errors)

Instructions

When this command is invoked:

Load Analytics Module
- Import from {{PLUGIN_ROOT}}/lib/analytics.js
- Call getSummary(period) for the requested period

Format Output Based on View

summary (default):

📊 Provider Analytics - {period}
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Total Requests: {count}
Success Rate:   {rate}%
Avg Latency:    {ms}ms
Tokens Used:    {tokens}
Est. Cost:      ${cost}
Fallbacks:      {count}

🏆 Top Providers:
1. {provider} - {requests} req ({successRate}%)
2. ...

🤖 Top Models:
1. {model} - {requests} requests
2. ...

providers:

Show getProviderComparison() results
Include success rate, latency, cost per provider

models:

Show model-level statistics
Group by family

costs:

Show getCostAnalysis('provider') results
Include cost per request breakdown

errors:

Show recent errors from analytics
Include timestamps and error messages

Handle No Data
- If no analytics data exists, show friendly message
- Suggest running some requests first

Examples

/provider-analytics          # Last 24h summary
/provider-analytics 7d       # Last 7 days
/provider-analytics --view=costs    # Cost breakdown
/provider-analytics 30d --view=providers  # Provider comparison

Implementation Notes

Use the analytics module functions:

getSummary(period) - Overview stats
getProviderComparison() - Provider performance
getCostAnalysis(groupBy) - Cost breakdown

Data is stored in .data/analytics.json within the plugin directory.

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.

4d ago First seen · 98 lines · 11 tokens per session scan A 79ed751d7b41

Subscribe to this mod's changes

provider-analytics is a command published in the GitHub repository AttendantLion8/provider-fallback-plugin (2 stars, last pushed 8mo ago), licensed MIT. It adds 11 tokens to every session and 605 once invoked, about $0.0001 per session on Opus 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 2026-08-31.

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