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Zhuoming Chenclaude
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site: add Experiments results table + per-section background tints
- Add a compact results table (Qwen3-1.7B 3.46x, GLM-4.7-Flash 4.7x, Qwen3-30B-A3B 1.63x, MiniMax-M2.7 1.37x) with hardware/benchmark/accuracy, plus a note on server-throughput and latency gains. - Give each section a subtly different full-bleed background tint (pink / lavender / rose / near-white) for visual rhythm. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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docs/landing/index.html

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--maxw: 1040px;
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}
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* { box-sizing: border-box; }
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html { scroll-behavior: smooth; }
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html { scroll-behavior: smooth; overflow-x: hidden; }
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html, body { margin: 0; padding: 0; }
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body {
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background:
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@media (max-width: 620px) { .stats { grid-template-columns: 1fr; } }
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/* ---------- sections ---------- */
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section.block { padding: 70px 0 8px; }
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section.block { position: relative; isolation: isolate; padding: 70px 0 46px; }
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/* full-bleed, subtly different background tint per section */
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section.block::before { content: ""; position: absolute; z-index: -1; top: 0; bottom: 0; left: 50%; width: 100vw; transform: translateX(-50%); }
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#vision::before { background: #fff1f7; }
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#design::before { background: linear-gradient(180deg, #f7f0ff, #f9f1ff); }
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#experiments::before { background: #fff2f4; }
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#getstarted::before { background: linear-gradient(180deg, #fff7fb, #ffeef6); }
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.sec-head { display: flex; align-items: center; gap: 12px; margin: 0 0 6px; }
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.sec-chip { font-weight: 800; font-size: .78rem; letter-spacing: .14em; text-transform: uppercase; color: #fff; background: linear-gradient(120deg, var(--accent), var(--accent-2)); padding: 6px 12px; border-radius: 999px; }
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h2.sec-title { font-family: var(--serif); font-size: clamp(1.9rem, 3.8vw, 2.7rem); font-weight: 600; letter-spacing: -.02em; margin: 14px 0 12px; }
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.exp p { margin: 0; color: var(--muted); font-size: .9rem; }
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.exp .big { font-weight: 900; color: var(--accent-deep); }
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/* results table */
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.table-wrap { margin-top: 28px; overflow-x: auto; border: 1px solid var(--border); border-radius: 18px; box-shadow: var(--shadow-soft); background: var(--card); }
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table.results { width: 100%; border-collapse: collapse; font-size: .96rem; min-width: 640px; }
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table.results th, table.results td { padding: 14px 18px; text-align: left; border-bottom: 1px solid var(--border-soft); white-space: nowrap; }
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table.results thead th { background: var(--bg-soft); color: var(--accent-deep); font-weight: 800; font-size: .76rem; letter-spacing: .06em; text-transform: uppercase; }
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table.results tbody tr:last-child td { border-bottom: none; }
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table.results tbody tr:hover { background: #fff5f9; }
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table.results .model { font-weight: 700; color: var(--fg); }
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table.results .sub { color: var(--muted); font-weight: 500; font-size: .86rem; }
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table.results .spd { font-weight: 900; font-size: 1.05rem; background: linear-gradient(120deg, var(--accent-deep), var(--accent-2)); -webkit-background-clip: text; background-clip: text; -webkit-text-fill-color: transparent; }
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.table-note { color: var(--muted); font-size: .85rem; margin: 10px 2px 0; }
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/* install */
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.panel { margin-top: 28px; background: linear-gradient(180deg, #fff, #fff6fa); border: 1px solid var(--border); border-radius: 18px; padding: 24px; box-shadow: var(--shadow-soft); }
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.panel h3 { margin: 0 0 12px; font-size: 1.05rem; color: var(--muted); text-transform: uppercase; letter-spacing: .08em; }
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</div>
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</article>
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</div>
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<div class="table-wrap reveal">
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<table class="results">
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<thead>
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<tr><th>Model</th><th>Benchmark</th><th>Hardware</th><th>Throughput vs. full attn</th><th>Accuracy</th></tr>
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</thead>
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<tbody>
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<tr><td class="model">Qwen3-1.7B <span class="sub">agent-discovered</span></td><td>AIME24</td><td>H200</td><td><span class="spd">↑ 3.46×</span></td><td>matched (38.96 vs 38.54)</td></tr>
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<tr><td class="model">GLM-4.7-Flash <span class="sub">MLA</span></td><td>AIME26 · 32K</td><td>B200</td><td><span class="spd">↑ 4.7×</span></td><td>matched (mean@16 ≈ 0.75)</td></tr>
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<tr><td class="model">Qwen3-30B-A3B <span class="sub">MoE, FP8</span></td><td>AIME24 · 32K</td><td>B200</td><td><span class="spd">↑ 1.63×</span></td><td>matched (0.802 vs 0.80)</td></tr>
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<tr><td class="model">MiniMax-M2.7 <span class="sub">229B, TP=4</span></td><td>AIME26 · 32K</td><td>4× B200</td><td><span class="spd">↑ 1.37×</span></td><td>≥ full (0.84 vs 0.83)</td></tr>
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</tbody>
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</table>
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</div>
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<p class="table-note reveal">Best operating point per model; “throughput vs. full attn” is end-to-end decode throughput at matched-or-better accuracy. Block top-<em>k</em> also reaches up to <strong>3.60×</strong> server throughput and <strong>11.7–12.8×</strong> lower P95 latency at high request rates.</p>
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<p class="lead reveal" style="margin-top:30px">Because every algorithm is benchmarked end-to-end in a real serving stack, these are <strong>measured</strong> throughput gains, not paper estimates. Beyond raw numbers, Vortex doubles as a research instrument: agents produce <strong>structurally diverse</strong> algorithms, and controlled ablations using the same abstraction localize <em>where the routing signal lives</em> — a small set of query–key channel groups turns out to carry most of the routing information across model sizes.</p>
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</section>
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<!-- ================= GET STARTED ================= -->
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<section class="block">
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<section class="block" id="getstarted">
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<div class="sec-head reveal"><span class="sec-chip">Get started</span></div>
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<h2 class="sec-title reveal">Install in a minute</h2>
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<div class="panel reveal">

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