# DeepSeek V4 Pro 0813 vs Ripple-65B Preview > Side-by-side benchmark comparison for DeepSeek V4 Pro 0813 and Ripple-65B Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/deepseek-v4-pro-0813-vs-ripple-65b-preview - Last updated: November 4, 2026 - Shared sourced benchmarks: 10 - HTML indexing: indexable - Ranking lane: BenchAlign v5.8 ## Quick Verdict DeepSeek V4 Pro 0813 leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests. ## Summary - DeepSeek V4 Pro 0813 has the higher overall point estimate 62.53 to 0. Conditional score ranges do not establish rank confidence. - The biggest single benchmark swing is DeepSWE in Coding, with scores of 62.7% and 44.3%. - Ripple-65B Preview is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use. ## Model Snapshot | Property | DeepSeek V4 Pro 0813 | Ripple-65B Preview | |----------|----------|----------| | Creator | DeepSeek | Ricursive Intelligence | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Reasoning | | Context | 1M | 1M | | Overall Score | 62.53 | null | | Benchmarks Covered | 42 | 17 | | Pricing (input/output) | $1.32 / $3.96 | Pricing unavailable / Pricing unavailable | ## Category Breakdown ### Agentic - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 53.4 (Supported · #46/135) - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | Finch | 67.4% | Coming soon | Coming soon | | Terminal-Bench 2.0 | 67.9% | Coming soon | Coming soon | | Terminal-Bench 2.1 | 87.9% | 80.5% | DeepSeek V4 Pro 0813 | | BrowseComp | 83.4% | Coming soon | Coming soon | | HLE w/ tools | 60.0% | Coming soon | Coming soon | | MCP Atlas | 73.6% | 71.7% | DeepSeek V4 Pro 0813 | | Toolathlon | 51.8% | Coming soon | Coming soon | | CyberGym | 83.3% | Coming soon | Coming soon | | Toolathlon-Verified | 74.1% | Coming soon | Coming soon | | Agents' Last Exam | 25.7% | Coming soon | Coming soon | | AutomationBench | 31.8% | 36.4% | Ripple-65B Preview | | Terminal-Bench 2.1 (Vals) | 54.7% | Coming soon | Coming soon | | τ³-bench results | Coming soon | 31.3% | Coming soon | ### Coding - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 47.7 (Supported · #51/156) - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | LiveCodeBench Pass@1-COT | 93.5% | Coming soon | Coming soon | | Codeforces | 3206.0 | Coming soon | Coming soon | | SWE-bench Verified | 80.6% | 76.5% | DeepSeek V4 Pro 0813 | | SWE-bench Pro | 55.4% | 61.4% | Ripple-65B Preview | | SWE Multilingual | 76.2% | Coming soon | Coming soon | | Terminal-Bench 2.0 | 67.9% | Coming soon | Coming soon | | Vibe Code Bench | 49.93% | Coming soon | Coming soon | | Terminal-Bench 2.1 | 87.9% | 80.5% | DeepSeek V4 Pro 0813 | | NL2Repo | 61.5% | Coming soon | Coming soon | | DeepSWE | 62.7% | 44.3% | DeepSeek V4 Pro 0813 | | DSBench-FullStack | 71.1% | Coming soon | Coming soon | | DSBench-Hard | 67.2% | Coming soon | Coming soon | | OpenHarmony Bench | 59.0% | Coming soon | Coming soon | | LiveCodeBench (Vals) | 87.5% | Coming soon | Coming soon | | SWE-bench (Vals) | 96.4% | Coming soon | Coming soon | | SciCode | Coming soon | 39.4% | Coming soon | ### Reasoning - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 60.7 (Unranked · 4 rankable rows) - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | MRCR 1M | 83.5% | Coming soon | Coming soon | | CorpusQA 1M | 62.0% | Coming soon | Coming soon | | ARC-AGI-1 | 90.00% | Coming soon | Coming soon | | ARC-AGI-2 | 61.3% | Coming soon | Coming soon | ### Knowledge - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 62.9 (Estimated · #41/179) - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | MMLU-Pro | 87.5% | 84.2% | DeepSeek V4 Pro 0813 | | Chinese-SimpleQA | 84.4% | Coming soon | Coming soon | | GPQA | 90.1% | Coming soon | Coming soon | | GPQA-D | 90.1% | 85.2% | DeepSeek V4 Pro 0813 | | HLE | 42.7% | Coming soon | Coming soon | | GPQA Diamond (Vals) | 92.4% | Coming soon | Coming soon | | MMLU-Pro (Vals) | 87.0% | Coming soon | Coming soon | | MMLU | Coming soon | 89.6% | Coming soon | ### Instruction Following - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: Coming soon - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | IFBench | Coming soon | 79.2% | Coming soon | ### Mathematics - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 87.4 (Unranked · 4 rankable rows) - Ripple-65B Preview public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ripple-65B Preview | Winner | |-----------|-----------|-----------|--------| | HMMT Feb 2026 | 95.2% | 90.5% | DeepSeek V4 Pro 0813 | | IMOAnswerBench | 89.8% | Coming soon | Coming soon | | Apex | 38.3% | Coming soon | Coming soon | | Apex Shortlist | 90.2% | Coming soon | Coming soon | | AIME 2024 | Coming soon | 97.1% | Coming soon | | AIME 2025 | Coming soon | 98.3% | Coming soon | | AIME26 | Coming soon | 95.0% | Coming soon | ## FAQ ### Which is better overall, DeepSeek V4 Pro 0813 or Ripple-65B Preview? DeepSeek V4 Pro 0813 has the higher overall point estimate. Conditional score ranges do not establish rank confidence. ### How many benchmarks does DeepSeek V4 Pro 0813 cover on BenchLM? DeepSeek V4 Pro 0813 currently has 42 sourced benchmark scores on BenchLM. ### How many benchmarks does Ripple-65B Preview cover on BenchLM? Ripple-65B Preview currently has 17 sourced benchmark scores on BenchLM. ## Related Comparisons - [DeepSeek V4 Pro 0813 vs Gemini 4 Carbon](/compare/deepseek-v4-pro-0813-vs-gemini-4-carbon) - [Ripple-65B Preview vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-ripple-65b-preview) - [DeepSeek V4 Pro 0813 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-deepseek-v4-pro-0813) - [Ripple-65B Preview vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ripple-65b-preview) ## Explore More - [DeepSeek V4 Pro 0813 profile](/models/deepseek-v4-pro-0813) - [Ripple-65B Preview profile](/models/ripple-65b-preview) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)