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    <title>Frontier Benchmarks AI · Changelog</title>
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    <description>Changes in the frontier LLM atlas — data updates, new features, methodology changes.</description>
    <language>en</language>
    <lastBuildDate>Fri, 01 May 2026 00:00:00 GMT</lastBuildDate>
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      <title>[product] Cross-provider Pricing Calculator</title>
      <link>https://frontierbenchmarks.com/pricing</link>
      <guid isPermaLink="false">https://frontierbenchmarks.com/changelog#2026-05-01-0</guid>
      <pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate>
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      <description>Estimated monthly TCO per model + provider. Inputs: M tokens input/output/cached. Compares up to 12 models sorted ascending by cost. Cache support when the provider exposes it.</description>
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      <title>[product] Use Case Wizard recommender</title>
      <link>https://frontierbenchmarks.com/wizard</link>
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      <pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate>
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      <description>4-step wizard to recommend the top 3 models per use case (coding, math, writing, vision, agent, RAG, summarization, translation). Composite = baseScore × coverage × priorityFactor.</description>
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      <title>[product] Head-to-head Battle Mode</title>
      <link>https://frontierbenchmarks.com/battle</link>
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      <pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate>
      <category>product</category>
      <description>Side-by-side comparison of 2-4 models benchmark by benchmark. Shareable URL with ?models=a,b,c. Global verdict with winner by wins, abstentions when no score.</description>
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      <title>[product] Hardware Compatibility Checker</title>
      <link>https://frontierbenchmarks.com/hardware</link>
      <guid isPermaLink="false">https://frontierbenchmarks.com/changelog#2026-05-01-3</guid>
      <pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate>
      <category>product</category>
      <description>Detects browser GPU/RAM/CPU (with honest Firefox/Safari limitations) and classifies each model into S/A/B/C/D/F tiers based on available VRAM and quantization. Multi-GPU 1-8.</description>
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      <title>[data] Open-source model enrichment</title>
      <link>https://frontierbenchmarks.com/changelog</link>
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      <pubDate>Thu, 30 Apr 2026 00:00:00 GMT</pubDate>
      <category>data</category>
      <description>Added total params, active params (MoE), license, cross-provider pricing and install commands (Ollama / LM Studio / vLLM) to the main open-weight models.</description>
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      <title>[methodology] Definition of &quot;comparable&quot; in battles</title>
      <link>https://frontierbenchmarks.com/methodology</link>
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      <pubDate>Wed, 29 Apr 2026 00:00:00 GMT</pubDate>
      <category>methodology</category>
      <description>A benchmark is comparable only if 2+ models in the battle have a published score. If a model has no score, it counts as abstained (does not affect winRate).</description>
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      <title>[product] Frontier Benchmarks AI launch</title>
      <link>https://frontierbenchmarks.com/models</link>
      <guid isPermaLink="false">https://frontierbenchmarks.com/changelog#2026-04-28-6</guid>
      <pubDate>Tue, 28 Apr 2026 00:00:00 GMT</pubDate>
      <category>product</category>
      <description>First public version of the atlas. 62 models, 32 benchmarks, 25 companies. Catalog, individual Models, Benchmarks, Companies, Methodology and Download single-file views.</description>
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