# DeepSeek V4 Pro 0813 vs Ornith-1.0-397B > Side-by-side benchmark comparison for DeepSeek V4 Pro 0813 and Ornith-1.0-397B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/deepseek-v4-pro-0813-vs-ornith-1-0-397b - Last updated: September 27, 2026 - Shared sourced benchmarks: 6 - HTML indexing: indexable - Ranking lane: BenchAlign v5.7 ## Quick Verdict Pick DeepSeek V4 Pro 0813 if you want the stronger benchmark profile. Ornith-1.0-397B only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score. ## Summary - DeepSeek V4 Pro 0813 leads overall 63.48 to 58. - The biggest single benchmark swing is NL2Repo in Coding, with scores of 61.5% and 48.2%. - Ornith-1.0-397B is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use. - DeepSeek V4 Pro 0813 also has the larger context window at 1M. ## Model Snapshot | Property | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | |----------|----------|----------| | Creator | DeepSeek | DeepReinforce AI | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Reasoning | | Context | 1M | 256K | | Overall Score | 63.48 | null | | Benchmarks Covered | 42 | 7 | | Pricing (input/output) | $1.32 / $3.96 | $0.00 / $0.00 | ## Category Breakdown ### Agentic - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 55 (Supported · #29/105) - Ornith-1.0-397B public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | Winner | |-----------|-----------|-----------|--------| | Terminal-Bench 2.0 | 67.9% | Coming soon | Coming soon | | Terminal-Bench 2.1 | 87.9% | 77.5% | DeepSeek V4 Pro 0813 | | BrowseComp | 83.4% | Coming soon | Coming soon | | HLE w/ tools | 60.0% | Coming soon | Coming soon | | MCP Atlas | 73.6% | Coming soon | Coming soon | | 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% | Coming soon | Coming soon | | Terminal-Bench 2.1 (Vals) | 54.7% | Coming soon | Coming soon | | Claw-Eval | Coming soon | 77.1% | Coming soon | ### Coding - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 50.3 (Supported · #39/135) - Ornith-1.0-397B public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | Winner | |-----------|-----------|-----------|--------| | LiveCodeBench Pass@1-COT | 93.5% | Coming soon | Coming soon | | Codeforces | 3206.0 | Coming soon | Coming soon | | SWE-bench Verified | 80.6% | 82.4% | Ornith-1.0-397B | | SWE-bench Pro | 55.4% | 62.2% | Ornith-1.0-397B | | SWE Multilingual | 76.2% | 78.9% | Ornith-1.0-397B | | 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% | 77.5% | DeepSeek V4 Pro 0813 | | NL2Repo | 61.5% | 48.2% | DeepSeek V4 Pro 0813 | | DeepSWE | 62.7% | Coming soon | Coming soon | | 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 | ### Reasoning - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 56.9 (Unranked · 4 rankable rows) - Ornith-1.0-397B public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | 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: 63.4 (Estimated · #29/158) - Ornith-1.0-397B public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | Winner | |-----------|-----------|-----------|--------| | MMLU-Pro | 87.5% | Coming soon | Coming soon | | SimpleQA | 57.9% | Coming soon | Coming soon | | Chinese-SimpleQA | 84.4% | Coming soon | Coming soon | | GPQA | 90.1% | Coming soon | Coming soon | | GPQA-D | 90.1% | Coming soon | Coming soon | | 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 | ### Mathematics - Winner: Not comparable - DeepSeek V4 Pro 0813 public-lane score: 80.2 (Unranked · 4 rankable rows) - Ornith-1.0-397B public-lane score: Coming soon | Benchmark | DeepSeek V4 Pro 0813 | Ornith-1.0-397B | Winner | |-----------|-----------|-----------|--------| | HMMT Feb 2026 | 95.2% | Coming soon | Coming soon | | IMOAnswerBench | 89.8% | Coming soon | Coming soon | | Apex | 38.3% | Coming soon | Coming soon | | Apex Shortlist | 90.2% | Coming soon | Coming soon | ## FAQ ### Which is better overall, DeepSeek V4 Pro 0813 or Ornith-1.0-397B? DeepSeek V4 Pro 0813 is ahead overall on BenchLM right now. ### 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 Ornith-1.0-397B cover on BenchLM? Ornith-1.0-397B currently has 7 sourced benchmark scores on BenchLM. ## Related Comparisons - [DeepSeek V4 Pro 0813 vs Ornith-1.0-35B](/compare/deepseek-v4-pro-0813-vs-ornith-1-0-35b) - [Ornith-1.0-397B vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-ornith-1-0-397b) - [DeepSeek V4 Pro 0813 vs Ornith-1.0-9B](/compare/deepseek-v4-pro-0813-vs-ornith-1-0-9b) - [Ornith-1.0-397B vs Ornith-1.0-9B](/compare/ornith-1-0-397b-vs-ornith-1-0-9b) ## Explore More - [DeepSeek V4 Pro 0813 profile](/models/deepseek-v4-pro-0813) - [Ornith-1.0-397B profile](/models/ornith-1-0-397b) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)