Tool comparison

Compare tools for measuring AI engineering.

Find the evidence you need, from AI code attribution to cost and durability. See where Iria Monitor fits alongside other tools.

Code & outcomes

Iria Monitor · git-ai · Exceeds AI

Trace AI contributions and connect coding activity with the work delivered.

Engineering intelligence

DX · LinearB · Faros

Explore team performance, AI adoption and engineering workflows. Capabilities overlap across categories.

API gateway

LiteLLM

Manage LLM requests, track usage and enforce budgets at the API layer.

Compare the capabilities that matter

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Supported, with limitations, not supported, or not verified. Follow an entry to its source.
Capability	Iria Monitor	git-ai	LiteLLM	Exceeds AI	DX	LinearB	Faros
Code outcomesPer-line AI attribution
AI code retention or rework
Cost & usageAI spend reporting
Cost by developer
Cost by repository
Workflow & integrationWeb reporting

SupportedWith limitationsNot verified

Sources reviewed September 7, 2026. Based on public sources. Costs may be estimated; coverage varies by plan and setup.

Trace AI contributions, cost and code durability.

Measure delivery flow and developer experience.

Track spend by team and model. Use a gateway to enforce budgets.

A shared foundation in git notes

Attribution stored in git notes, with Iria Monitor extensions. Check compatibility when sharing data.

Already using Microsoft Copilot?

Connect Copilot adoption with committed code and durability.

Explore the CLI, or review plans for your team.