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Inferock Bench

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Local LLM usage and billing diagnostics · Official-source review 2026-10-09

Inferock Bench is a local diagnostic proxy that records metered LLM calls and generates usage, timing and billing-integrity receipts. It separates observed spend, calculated bill-bounded loss, time loss and invoice-check exposure, with explicit coverage states.

Updated 2026-10-09View sources
Official website
Category
Local LLM usage and billing diagnostics
Free access
Local benchmark use is free under FSL-1.1-ALv2 restrictions; proxied requests and test batteries incur actual provider API charges.
API access
Local proxy supports metered OpenAI, Anthropic, Gemini Developer API and a pinned OpenRouter endpoint set; subscriptions via OAuth are not measured.

Is Inferock Bench right for you?

A good fit for

Relevant to developers inspecting per-call usage and delivery evidence alongside an actual provider invoice.

Before you choose

Requires Node.js 22+. Bench 0.2.4 uses FSL with two-year Apache-2.0 conversion; the measure library is Apache-2.0 and standard CC-BY-4.0. Earlier packages have documented license defects; current files do not change old tarballs. Keys and receipts are local according to project documentation, with keys forwarded to providers; inspect the threat model. It cannot measure bypassing traffic or prove a refund, intent or widespread overbilling. Hero dollars are synthetic illustrations. Public run cards do not include underlying sanitized archives; benchmark findings were not independently reproduced. Reliability Index backend is pre-launch and opt-in is local-only today.

Workflow and handoff

Use a low-limit development API key and a few public prompts, compare receipt fields with provider records and preserve the matching invoice before raising billing questions.

Pricing and practical limits

Requires Node.js 22+. Bench 0.2.4 uses FSL with two-year Apache-2.0 conversion; the measure library is Apache-2.0 and standard CC-BY-4.0. Earlier packages have documented license defects; current files do not change old tarballs. Keys and receipts are local according to project documentation, with keys forwarded to providers; inspect the threat model. It cannot measure bypassing traffic or prove a refund, intent or widespread overbilling. Hero dollars are synthetic illustrations. Public run cards do not include underlying sanitized archives; benchmark findings were not independently reproduced. Reliability Index backend is pre-launch and opt-in is local-only today.

Review method

Official product evidence reviewed on 2026-10-09; product artwork inspected visually. No hands-on vendor application test was performed. Application performance, security claims and plan enforcement were not independently tested.

What it can do

Features & capabilities

Unknown is different from unavailable. Each fact carries its own evidence.

CapabilityValueEvidenceChecked
Product workflowInferock Bench is a local diagnostic proxy that records metered LLM calls and generates usage, timing and billing-integrity receipts. It separates observed spend, calculated bill-bounded loss, time loss and invoice-check exposure, with explicit coverage states.Facts sourced2026-10-09
Pricing and restrictionsRequires Node.js 22+. Bench 0.2.4 uses FSL with two-year Apache-2.0 conversion; the measure library is Apache-2.0 and standard CC-BY-4.0. Earlier packages have documented license defects; current files do not change old tarballs. Keys and receipts are local according to project documentation, with keys forwarded to providers; inspect the threat model. It cannot measure bypassing traffic or prove a refund, intent or widespread overbilling. Hero dollars are synthetic illustrations. Public run cards do not include underlying sanitized archives; benchmark findings were not independently reproduced. Reliability Index backend is pre-launch and opt-in is local-only today.Facts sourced2026-10-09

Understand the total cost

Inferock Bench pricing & plans

Local benchmark

Free

FSL-1.1-ALv2; provider API spend separate

Included scope
Local proxy; events; versioned receipts; coverage reporting
Explore pricing & history

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The practical questions

Frequently asked questions

Was the application hands-on tested?

No. This listing is based on dated official-source evidence and a visual artwork check. Unconfirmed costs and restrictions are identified explicitly.

What is Inferock Bench used for?

Inferock Bench is a local diagnostic proxy that records metered LLM calls and generates usage, timing and billing-integrity receipts. It separates observed spend, calculated bill-bounded loss, time loss and invoice-check exposure, with explicit coverage states.

Does Inferock Bench have a free plan?

Local benchmark use is free under FSL-1.1-ALv2 restrictions; proxied requests and test batteries incur actual provider API charges.. This record lists ongoing free access; check the plan limits before starting.

How much does Inferock Bench cost?

No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.

Can I use Inferock Bench through an API?

Local proxy supports metered OpenAI, Anthropic, Gemini Developer API and a pinned OpenRouter endpoint set; subscriptions via OAuth are not measured.. API access and subscription access may have different terms; consult the linked sources.

What should I check before choosing it?

Requires Node.js 22+. Bench 0.2.4 uses FSL with two-year Apache-2.0 conversion; the measure library is Apache-2.0 and standard CC-BY-4.0. Earlier packages have documented license defects; current files do not change old tarballs. Keys and receipts are local according to project documentation, with keys forwarded to providers; inspect the threat model. It cannot measure bypassing traffic or prove a refund, intent or widespread overbilling. Hero dollars are synthetic illustrations. Public run cards do not include underlying sanitized archives; benchmark findings were not independently reproduced. Reliability Index backend is pre-launch and opt-in is local-only today.

Price history

No retained pricing changes yet. A current price alone does not establish a historical trend.

How this profile is supported

Official product information

Current official product source read individually; product artwork inspected visually.

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Pricing review

Official product page reviewed for disclosed costs; unverified prices and allowances are identified in the listing.

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Facts apply to the named version and check date. Send a sourced correction if something changed.