Verging Labs

Embed the Agentic Memory Index

The charts update themselves as new results publish, so you paste once. Free to use, no signup.

Keep the caption line under the chart. That is the only condition.

If we measured your tool, email contact@verginglabs.com and we will send you a version with your own row marked, plus a badge.

Agentic Memory Index v0.1, released 2026-08-03

Every chart

12 charts, each one the same figure the index page renders. Preview one below, then copy the snippet under it.

Agentic Memory Index chart

The full index figure: score against cost, with the rank-by picker.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=index-chart" width="100%" height="670" id="vl-ami-index-chart" data-vl-ami title="Agentic Memory Index chart · Agentic Memory Index" aria-label="Scatter chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
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<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Leaderboard

Every measured tool with its score, cost, and retrievals per answer.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=leaderboard" width="100%" height="475" id="vl-ami-leaderboard" data-vl-ami title="Leaderboard · Agentic Memory Index" aria-label="Data table" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
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<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Index score by tool

The overall score as a bar per tool, with the baseline reference line.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=score" width="100%" height="480" id="vl-ami-score" data-vl-ami title="Index score by tool · Agentic Memory Index" aria-label="Bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
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<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Cost by tool

Cost per 1,000 successful answers, one bar per tool.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=cost" width="100%" height="480" id="vl-ami-cost" data-vl-ami title="Cost by tool · Agentic Memory Index" aria-label="Bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Answer speed by tool

End-to-end answer latency, one bar per tool.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=answer-speed" width="100%" height="480" id="vl-ami-answer-speed" data-vl-ami title="Answer speed by tool · Agentic Memory Index" aria-label="Bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Correct Answers by Task Type

Correct answers split by task type, equal weight per type.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=kind" width="100%" height="515" id="vl-ami-kind" data-vl-ami title="Correct Answers by Task Type · Agentic Memory Index" aria-label="Stacked bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Failure Attribution

How each tool tends to fail, as a share of valid runs.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=failure" width="100%" height="520" id="vl-ami-failure" data-vl-ami title="Failure Attribution · Agentic Memory Index" aria-label="Stacked bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Long-term retention

Arc-item pass rate at five checkpoints over the simulated relationship.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=retention" width="100%" height="615" id="vl-ami-retention" data-vl-ami title="Long-term retention · Agentic Memory Index" aria-label="Line chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Speed table

One-time setup, indexing lag, and per-operation latency.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=speed-table" width="100%" height="490" id="vl-ami-speed-table" data-vl-ami title="Speed table · Agentic Memory Index" aria-label="Data table" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Where retrieval time goes

The average answer split second by second, per answered question.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=speed" width="100%" height="485" id="vl-ami-speed" data-vl-ami title="Where retrieval time goes · Agentic Memory Index" aria-label="Stacked bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Pricing at a glance

Free tier, starting price, and licence for every tool with published pricing.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=pricing" width="100%" height="480" id="vl-ami-pricing" data-vl-ami title="Pricing at a glance · Agentic Memory Index" aria-label="Data table" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
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})();</script>
<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>

Cost Breakdown

What makes up the cost per 1,000 successful answers.

Get the code

The frame resizes to fit the chart in your column, and the script goes in once per page however many charts you paste.

<iframe src="https://verginglabs.com/embed/memory/chart?chart=cost-breakdown" width="100%" height="525" id="vl-ami-cost-breakdown" data-vl-ami title="Cost Breakdown · Agentic Memory Index" aria-label="Stacked bar chart" scrolling="no" frameborder="0" style="width:0; min-width:100% !important; border:none; display:block" loading="lazy"></iframe>
<script>(function () {
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<p class="vl-ami-caption" style="margin:10px 0 0;font-family:Helvetica, Arial, sans-serif;font-size:12.5px;line-height:1.5;color:#6A727D;"><svg width="13" height="10.68" viewBox="0 0 100 82.19" fill="#3A6B5C" fill-rule="evenodd" aria-hidden="true" focusable="false" style="vertical-align:-1px;margin-right:7px;"><path d="M0 0H27.51L50.84 46.13L74.44 0H100L49.95 82.19ZM79.79 3.38H93.59L57.44 62.69Z"/></svg>Data: <a href="https://verginglabs.com/?utm_source=public&utm_medium=embed&utm_campaign=embed-public" style="color:#3A6B5C;">Agentic Memory Index</a> by Verging Labs</p>