DeepSeek: DeepSeek V4 Pro
DeepSeek V4 Pro is a text-in, text-out model from DeepSeek with a context window of just over one million tokens and a maximum output of 384,000 tokens, making it suited to long-document work where other models hit limits early. It supports tool use and reasoning, which opens it to multi-step and agentic workflows, though structured output support is unconfirmed in available specifications. At $0.435 per million input tokens and $0.87 per million output tokens, it sits at a competitive price for its capability tier. Its blended benchmark score of 82.5 covers only four benchmarks, so treat that figure as directional rather than comprehensive. Notably, its coding benchmark score reaches 97.9, making it a strong candidate for developer-focused use cases, while its agentic score of 60.0 suggests more caution for fully autonomous pipelines. Teams prioritizing coding throughput at moderate cost have clear reason to shortlist it; teams needing broad verified performance data may want to wait for wider coverage.
- Model ID
- deepseek/deepseek-v4-pro
- Vendor
- deepseek
- Tokenizer
- DeepSeek
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 384,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
Strong choice for
SQL Generation
Code Completion
Code Documentation
Regex Writing
CI/CD Pipelines
CSV / Spreadsheet Cleanup
Category rankings
Where DeepSeek: DeepSeek V4 Pro places across the 63 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #1 | Trivia & General KnowledgePersonal · of 25 ranked | 122 |
| #2 | Code CompletionCode · of 25 ranked | 134 |
| #2 | Code DocumentationCode · of 25 ranked | 147 |
| #2 | Regex WritingCode · of 25 ranked | 137 |
| #2 | Short-Form SummarizationWriting · of 25 ranked | 132 |
| #2 | Email DraftingWriting · of 25 ranked | 128 |
| #2 | Language TranslationWriting · of 25 ranked | 137 |
| #2 | Transcript CleanupWriting · of 25 ranked | 146 |
| #2 | Language LearningEducation · of 25 ranked | 128 |
| #2 | Meeting NotesBusiness · of 25 ranked | 157 |
| #2 | Chat CompanionPersonal · of 25 ranked | 132 |
| #2 | Tutoring for KidsPersonal · of 25 ranked | 137 |
| #3 | JSON ExtractionData · of 25 ranked | 147 |
| #3 | Customer SupportBusiness · of 25 ranked | 133 |
| #3 | Sales / Cold EmailBusiness · of 25 ranked | 124 |
| #3 | Resume WritingBusiness · of 25 ranked | 118 |
| #3 | Job Application DraftingBusiness · of 25 ranked | 124 |
| #3 | Journaling HelperPersonal · of 25 ranked | 124 |
| #3 | Recipe GenerationPersonal · of 25 ranked | 124 |
| #4 | CSV / Spreadsheet CleanupData · of 25 ranked | 157 |
| #4 | SOP / Process DocsBusiness · of 25 ranked | 137 |
| #4 | Dataset AnnotationResearch · of 25 ranked | 143 |
| #5 | SQL GenerationCode · of 25 ranked | 172 |
| #5 | CI/CD PipelinesCode · of 25 ranked | 146 |
| #5 | Long-Document SummarizationWriting · of 25 ranked | 166 |
| #5 | Blog Post WritingWriting · of 25 ranked | 142 |
| #5 | Marketing CopyWriting · of 25 ranked | 131 |
| #5 | Standardized Test PrepEducation · of 25 ranked | 131 |
| #5 | Character RoleplayPersonal · of 25 ranked | 154 |
| #5 | Fitness CoachingPersonal · of 25 ranked | 134 |
| #5 | Trip PlanningPersonal · of 25 ranked | 142 |
| #6 | Code ReviewCode · of 25 ranked | 171 |
| #6 | Code RefactoringCode · of 25 ranked | 170 |
| #6 | Unit Test GenerationCode · of 25 ranked | 156 |
| #6 | Data AnalysisData · of 25 ranked | 168 |
| #6 | ETL ScriptingData · of 25 ranked | 158 |
| #6 | Bulk Data LabelingData · of 25 ranked | 134 |
| #6 | Creative WritingWriting · of 25 ranked | 161 |
| #6 | Screenwriting & DialogWriting · of 25 ranked | 161 |
| #6 | Academic WritingWriting · of 25 ranked | 161 |
| #6 | Legal DraftingProfessional · of 25 ranked | 161 |
| #6 | Legal ResearchProfessional · of 25 ranked | 173 |
| #6 | Contract ReviewProfessional · of 25 ranked | 183 |
| #6 | Financial AnalysisProfessional · of 25 ranked | 158 |
| #6 | Medical Note SummarizationProfessional · of 25 ranked | 158 |
| #6 | Scientific ResearchProfessional · of 25 ranked | 173 |
| #6 | Math TutoringEducation · of 25 ranked | 147 |
| #6 | Physics TutoringEducation · of 25 ranked | 150 |
| #6 | History TutoringEducation · of 25 ranked | 148 |
| #6 | Essay GradingEducation · of 25 ranked | 171 |
| #6 | RFP ResponseBusiness · of 25 ranked | 179 |
| #6 | OKRs & Strategic PlanningBusiness · of 25 ranked | 161 |
| #6 | RAG PipelinesAgents · of 25 ranked | 170 |
| #6 | Long-Context Q&AAgents · of 25 ranked | 160 |
| #6 | Fiction CollaboratorPersonal · of 25 ranked | 173 |
| #6 | Math ProofsResearch · of 25 ranked | 161 |
| #6 | Literature ReviewResearch · of 25 ranked | 173 |
| #6 | Experiment DesignResearch · of 25 ranked | 157 |
| #7 | Bug FixingCode · of 25 ranked | 182 |
| #7 | Agent WorkflowsAgents · of 25 ranked | 193 |
| #7 | Function / Tool CallingAgents · of 25 ranked | 149 |
| #7 | Coding AgentsAgents · of 25 ranked | 193 |
| #7 | Scientific CodingResearch · of 25 ranked | 182 |