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</script><script src="/_next/static/chunks/polyfills-42372ed130431b0a.js" noModule=""></script></head><body class="__variable_4d318d __variable_ea5f4b antialiased bg-white dark:bg-slate-900 text-slate-900 dark:text-slate-100"><div class="min-h-screen p-6 sm:p-8 pb-20 bg-background text-foreground"><header class="max-w-5xl mx-auto mb-12"><div class="flex justify-between items-center gap-4 mb-8 py-4"><a class="flex items-center gap-2 group" href="/"><div class="w-10 h-10 flex items-center justify-center rounded-lg overflow-hidden transition-transform group-hover:scale-105"><img alt="LiTERatE Logo" loading="lazy" width="40" height="40" decoding="async" data-nimg="1" class="w-full h-full" style="color:transparent" src="/literate-logo.svg"/></div><h1 class="text-2xl sm:text-3xl font-bold group-hover:text-primary transition-colors">LiTERatE</h1></a><div class="hidden md:flex items-center gap-6"><nav class="flex gap-6"><a class="font-medium hover:text-primary focus:text-primary transition-colors relative after:absolute after:left-0 after:bottom-0 after:h-0.5 after:w-0 after:bg-primary hover:after:w-full focus:after:w-full after:transition-all" href="/">Leaderboard</a><a class="font-medium hover:text-primary focus:text-primary transition-colors relative after:absolute after:left-0 after:bottom-0 after:h-0.5 after:w-0 after:bg-primary hover:after:w-full focus:after:w-full after:transition-all" href="/methodology">Methodology</a></nav><button class="p-2 rounded-full bg-secondary hover:bg-secondary/80 focus:ring-2 focus:ring-primary/20 focus:outline-none transition-colors" aria-label="Toggle theme" type="button" aria-haspopup="dialog" aria-expanded="false" aria-controls="radix-:R199tb:" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 8a2.83 2.83 0 0 0 4 4 4 4 0 1 1-4-4"></path><path d="M12 2v2"></path><path d="M12 20v2"></path><path d="m4.9 4.9 1.4 1.4"></path><path d="m17.7 17.7 1.4 1.4"></path><path d="M2 12h2"></path><path d="M20 12h2"></path><path d="m6.3 17.7-1.4 1.4"></path><path d="m19.1 4.9-1.4 1.4"></path></svg></button></div><div class="flex md:hidden items-center gap-2"><button class="p-2 rounded-full bg-secondary hover:bg-secondary/80 focus:ring-2 focus:ring-primary/20 focus:outline-none transition-colors" aria-label="Toggle theme" type="button" aria-haspopup="dialog" aria-expanded="false" aria-controls="radix-:Rt9tb:" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 8a2.83 2.83 0 0 0 4 4 4 4 0 1 1-4-4"></path><path d="M12 2v2"></path><path d="M12 20v2"></path><path d="m4.9 4.9 1.4 1.4"></path><path d="m17.7 17.7 1.4 1.4"></path><path d="M2 12h2"></path><path d="M20 12h2"></path><path d="m6.3 17.7-1.4 1.4"></path><path d="m19.1 4.9-1.4 1.4"></path></svg></button><button class="p-2 rounded-full bg-secondary hover:bg-secondary/80 focus:ring-2 focus:ring-primary/20 focus:outline-none transition-colors" aria-label="Toggle menu"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><line x1="3" y1="12" x2="21" y2="12"></line><line x1="3" y1="6" x2="21" y2="6"></line><line x1="3" y1="18" x2="21" y2="18"></line></svg></button></div></div></header><main class="max-w-5xl mx-auto"><div class="bg-amber-50 dark:bg-amber-950/30 border border-amber-200 dark:border-amber-800/50 p-4 rounded-lg mb-8 shadow-sm"><p class="text-amber-800 dark:text-amber-200"><strong>Experimental Preview:</strong> This leaderboard is currently in preview mode and the results may change as we refine our evaluation methodology.</p></div><div class="bg-card text-card-foreground p-6 rounded-lg mb-8 shadow-md border border-border"><h2 class="text-2xl font-bold mb-4">Literary Translation Evaluation and Rating Ensemble</h2><p class="text-muted-foreground mb-2">LiTERatE is a benchmark specifically designed for evaluating machine translation systems on literary text from Chinese, Japanese, and Korean languages. Unlike traditional MT benchmarks, LiTERatE focuses on the unique challenges of literary translation with its creative and nuanced nature.</p><p class="text-muted-foreground mb-2">Our evaluation uses chunks of 200-500 CJK characters as the basic unit, providing terminology glossaries and contextual information to all systems. An ensemble of LLMs judges translations through head-to-head comparisons with human translations, achieving 82% accuracy compared to decisive human judgments.</p><p class="text-muted-foreground mb-2">The scores below represent each system's win rate against human translators (0-100). A score of 50 indicates parity with human translation quality, while higher scores suggest superior performance.</p><p class="text-muted-foreground">Learn more about our <a class="text-primary hover:underline" href="/methodology">evaluation methodology</a>.</p></div><div class="bg-card rounded-lg shadow-md border border-border overflow-hidden"><div class="overflow-x-auto"><table class="w-full border-collapse"><thead><tr class="bg-muted"><th class="p-4 text-left font-bold text-muted-foreground">Rank</th><th class="p-4 text-left font-bold cursor-pointer hover:bg-secondary/70 focus:bg-secondary/70 transition-colors group focus-within:bg-secondary/70 rounded-sm" tabindex="0" role="button" aria-label="Sort by model name ascending"><div class="flex items-center">Model<span class="ml-2 transition-opacity opacity-0 group-hover:opacity-50 group-focus:opacity-50"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="m6 9 6 6 6-6"></path></svg></span></div></th><th class="p-4 text-left font-bold text-muted-foreground hidden md:table-cell">Version</th><th class="p-4 text-right font-bold cursor-pointer hover:bg-secondary/70 focus:bg-secondary/70 transition-colors group focus-within:bg-secondary/70 rounded-sm whitespace-nowrap min-w-[100px]" tabindex="0" role="button" aria-label="Sort by score ascending"><div class="flex items-center justify-end">Win Rate<span class="ml-2 transition-opacity text-primary opacity-100"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="m6 9 6 6 6-6"></path></svg></span></div></th></tr></thead><tbody><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">1</td><td class="p-4 text-left font-medium"><a href="https://huggingface.co/deepseek-ai/DeepSeek-R1" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Deepseek R1</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">—</td><td class="p-4 text-right font-semibold min-w-[100px]">87.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">2</td><td class="p-4 text-left font-medium"><a href="https://readomni.com" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Omni Qi</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">—</td><td class="p-4 text-right font-semibold min-w-[100px]">67.6%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">3</td><td class="p-4 text-left font-medium"><a href="https://platform.openai.com/docs/models#o3-mini" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">o3-mini</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">o3-mini-2025-01-31</td><td class="p-4 text-right font-semibold min-w-[100px]">62.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">4</td><td class="p-4 text-left font-medium"><a href="https://platform.openai.com/docs/models#gpt-4o" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">GPT-4o</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gpt-4o-2024-11-20</td><td class="p-4 text-right font-semibold min-w-[100px]">61.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">5</td><td class="p-4 text-left font-medium"><a href="https://huggingface.co/deepseek-ai/DeepSeek-V3" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Deepseek V3</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">—</td><td class="p-4 text-right font-semibold min-w-[100px]">57.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">6</td><td class="p-4 text-left font-medium"><a href="https://docs.anthropic.com/en/docs/about-claude/models/all-models" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Claude 3.7 Sonnet</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">claude-3-7-sonnet-20250219</td><td class="p-4 text-right font-semibold min-w-[100px]">54.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">7</td><td class="p-4 text-left font-medium"><a href="https://docs.anthropic.com/en/docs/about-claude/models/all-models" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Claude 3.5 Sonnet</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">claude-3-5-sonnet-20241022</td><td class="p-4 text-right font-semibold min-w-[100px]">52.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">8</td><td class="p-4 text-left font-medium"><a href="https://ai.google.dev/gemini-api/docs/models/gemini#gemini-1.5-pro" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Gemini 1.5 Pro</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gemini-1.5-pro-002</td><td class="p-4 text-right font-semibold min-w-[100px]">50.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">9</td><td class="p-4 text-left font-medium"><a href="https://www.alibabacloud.com/help/en/model-studio/getting-started/models#c2d5833ae4jmo" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Qwen Max</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">qwen-max-2025-01-25</td><td class="p-4 text-right font-semibold min-w-[100px]">49.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">10</td><td class="p-4 text-left font-medium"><a href="https://www.alibabacloud.com/help/en/model-studio/getting-started/models#6ad3cd90f0c5r" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Qwen Plus</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">qwen-plus-2025-01-25</td><td class="p-4 text-right font-semibold min-w-[100px]">49.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">11</td><td class="p-4 text-left font-medium"><a href="https://ai.google.dev/gemini-api/docs/models/gemini#gemini-2.0-flash" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Gemini 2.0 Flash</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gemini-2.0-flash-001</td><td class="p-4 text-right font-semibold min-w-[100px]">43.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">12</td><td class="p-4 text-left font-medium"><a href="https://docs.mistral.ai/getting-started/models/models_overview/" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Mistral Large</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">mistral-large-2411</td><td class="p-4 text-right font-semibold min-w-[100px]">40.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">13</td><td class="p-4 text-left font-medium"><a href="https://ai.google.dev/gemini-api/docs/models/gemini#gemini-1.5-flash-8b" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Gemini Flash 1.5 8B</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gemini-1.5-flash-8b-001</td><td class="p-4 text-right font-semibold min-w-[100px]">38.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">14</td><td class="p-4 text-left font-medium"><a href="https://platform.openai.com/docs/models#gpt-4o-mini" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">GPT-4o-mini</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gpt-4o-mini-2024-07-18</td><td class="p-4 text-right font-semibold min-w-[100px]">35.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">15</td><td class="p-4 text-left font-medium"><a href="https://huggingface.co/microsoft/phi-4" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Phi-4</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">—</td><td class="p-4 text-right font-semibold min-w-[100px]">33.0%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">16</td><td class="p-4 text-left font-medium"><a href="https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Llama 3.3 70B</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">llama-3.3-70b-instruct</td><td class="p-4 text-right font-semibold min-w-[100px]">32.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">17</td><td class="p-4 text-left font-medium"><a href="https://ai.google.dev/gemini-api/docs/models/gemini#gemini-2.0-flash-lite" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Gemini 2.0 Flash Lite</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">gemini-2.0-flash-lite-001</td><td class="p-4 text-right font-semibold min-w-[100px]">31.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">18</td><td class="p-4 text-left font-medium"><a href="https://docs.anthropic.com/en/docs/about-claude/models/all-models" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Claude 3.5 Haiku</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">claude-3-5-haiku-20241022</td><td class="p-4 text-right font-semibold min-w-[100px]">30.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">19</td><td class="p-4 text-left font-medium"><a href="https://docs.mistral.ai/getting-started/models/models_overview/" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Mistral Small 3</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">mistral-small-24b-instruct-2501</td><td class="p-4 text-right font-semibold min-w-[100px]">27.7%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">20</td><td class="p-4 text-left font-medium"><a href="https://www.alibabacloud.com/help/en/model-studio/getting-started/models#ede6678dedqbz" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Qwen Turbo</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">qwen-turbo-2024-11-01</td><td class="p-4 text-right font-semibold min-w-[100px]">27.3%</td></tr><tr class="border-b border-border hover:bg-muted/50 transition-colors"><td class="p-4 text-left text-muted-foreground">21</td><td class="p-4 text-left font-medium"><a href="https://cloud.google.com/translate" target="_blank" rel="noopener noreferrer" class="text-primary hover:underline hover:opacity-80 transition-opacity">Google Translate (NMT)</a></td><td class="p-4 text-left text-muted-foreground text-sm hidden md:table-cell">—</td><td class="p-4 text-right font-semibold min-w-[100px]">6.7%</td></tr></tbody></table></div></div></main><footer class="max-w-5xl mx-auto mt-16 pt-8 border-t border-border text-center text-sm text-muted-foreground"><p class="mb-4">Built by the team at <a href="https://readomni.com/" class="underline hover:text-primary" target="_blank" rel="noopener noreferrer">Omni</a></p><div class="flex justify-center space-x-6"><a href="https://discord.gg/M6N69PuMKt" class="hover:text-primary" target="_blank" rel="noopener noreferrer" aria-label="Discord"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" 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