DeepSeek: DeepSeek V4 Flash
DeepSeek V4 Flash is a text-in, text-out model from DeepSeek with a context window of just over one million tokens and a maximum output of 65,536 tokens per response. It accepts tool calls and supports reasoning, making it usable for multi-step workflows and agentic tasks. Structured output support is unconfirmed based on available data. At $0.09 per million input tokens and $0.18 per million output tokens, this is a low-cost option worth considering for high-volume or long-context workloads. Its blended benchmark score of 75.1 across four benchmarks is serviceable, and its coding subscore of 92.7 stands out, while agentic performance at 51.3 is notably weaker. Teams running code-heavy pipelines on a budget have a reasonable case for shortlisting it; teams prioritizing agentic reliability should weigh that lower score carefully before committing.
- Model ID
- deepseek/deepseek-v4-flash
- Vendor
- deepseek
- Tokenizer
- DeepSeek
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 65,536 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
Strong choice for
Code Completion
Code Documentation
Regex Writing
CSV / Spreadsheet Cleanup
JSON Extraction
Bulk Data Labeling
Category rankings
Where DeepSeek: DeepSeek V4 Flash places across the 68 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #1 | Code CompletionCode · of 25 ranked | 135 |
| #1 | Short-Form SummarizationWriting · of 25 ranked | 132 |
| #1 | Email DraftingWriting · of 25 ranked | 128 |
| #1 | Transcript CleanupWriting · of 25 ranked | 146 |
| #1 | Language LearningEducation · of 25 ranked | 128 |
| #1 | Chat CompanionPersonal · of 25 ranked | 132 |
| #2 | Bulk Data LabelingData · of 25 ranked | 135 |
| #2 | Customer SupportBusiness · of 25 ranked | 133 |
| #2 | Sales / Cold EmailBusiness · of 25 ranked | 124 |
| #2 | Job Application DraftingBusiness · of 25 ranked | 124 |
| #2 | Journaling HelperPersonal · of 25 ranked | 124 |
| #2 | Recipe GenerationPersonal · of 25 ranked | 124 |
| #2 | Dataset AnnotationResearch · of 25 ranked | 144 |
| #3 | Code DocumentationCode · of 25 ranked | 147 |
| #3 | Trivia & General KnowledgePersonal · of 25 ranked | 122 |
| #4 | Meeting NotesBusiness · of 25 ranked | 156 |
| #5 | Regex WritingCode · of 25 ranked | 136 |
| #5 | CSV / Spreadsheet CleanupData · of 25 ranked | 156 |
| #5 | JSON ExtractionData · of 25 ranked | 147 |
| #5 | Language TranslationWriting · of 25 ranked | 136 |
| #5 | Resume WritingBusiness · of 25 ranked | 118 |
| #5 | SOP / Process DocsBusiness · of 25 ranked | 136 |
| #5 | Tutoring for KidsPersonal · of 25 ranked | 136 |
| #6 | Long-Document SummarizationWriting · of 25 ranked | 164 |
| #6 | Blog Post WritingWriting · of 25 ranked | 141 |
| #6 | Character RoleplayPersonal · of 25 ranked | 153 |
| #6 | Trip PlanningPersonal · of 25 ranked | 141 |
| #7 | SQL GenerationCode · of 25 ranked | 169 |
| #7 | Marketing CopyWriting · of 25 ranked | 130 |
| #7 | Standardized Test PrepEducation · of 25 ranked | 130 |
| #8 | Code RefactoringCode · of 25 ranked | 167 |
| #8 | Bug FixingCode · of 25 ranked | 179 |
| #8 | Unit Test GenerationCode · of 25 ranked | 154 |
| #8 | CI/CD PipelinesCode · of 25 ranked | 144 |
| #8 | ETL ScriptingData · of 25 ranked | 156 |
| #8 | Medical Note SummarizationProfessional · of 25 ranked | 156 |
| #8 | History TutoringEducation · of 25 ranked | 147 |
| #8 | Agent WorkflowsAgents · of 25 ranked | 189 |
| #8 | RAG PipelinesAgents · of 25 ranked | 167 |
| #8 | Long-Context Q&AAgents · of 25 ranked | 158 |
| #8 | Coding AgentsAgents · of 25 ranked | 189 |
| #8 | Scientific CodingResearch · of 25 ranked | 179 |
| #9 | Code ReviewCode · of 25 ranked | 168 |
| #9 | Creative WritingWriting · of 25 ranked | 159 |
| #9 | Screenwriting & DialogWriting · of 25 ranked | 159 |
| #9 | Academic WritingWriting · of 25 ranked | 159 |
| #9 | Legal DraftingProfessional · of 25 ranked | 159 |
| #9 | Legal ResearchProfessional · of 25 ranked | 170 |
| #9 | Contract ReviewProfessional · of 25 ranked | 180 |
| #9 | Scientific ResearchProfessional · of 25 ranked | 170 |
| #9 | Physics TutoringEducation · of 25 ranked | 147 |
| #9 | Essay GradingEducation · of 25 ranked | 168 |
| #9 | RFP ResponseBusiness · of 25 ranked | 177 |
| #9 | OKRs & Strategic PlanningBusiness · of 25 ranked | 159 |
| #9 | Fiction CollaboratorPersonal · of 25 ranked | 170 |
| #9 | Math ProofsResearch · of 25 ranked | 159 |
| #9 | Literature ReviewResearch · of 25 ranked | 170 |
| #10 | Data AnalysisData · of 25 ranked | 165 |
| #10 | Math TutoringEducation · of 25 ranked | 145 |
| #10 | Function / Tool CallingAgents · of 25 ranked | 147 |
| #10 | Fitness CoachingPersonal · of 25 ranked | 133 |
| #11 | Financial AnalysisProfessional · of 25 ranked | 155 |
| #11 | Experiment DesignResearch · of 25 ranked | 154 |
| #15 | Cheap Bulk InferenceCost · of 25 ranked | 137 |
| #16 | Self-Hosted / LocalCost · of 25 ranked | 117 |
| #21 | Social Media PostsWriting · of 25 ranked | 119 |
| #21 | Voice Assistant BackendVoice · of 25 ranked | 123 |
| #23 | Real-Time ChatLatency · of 25 ranked | 117 |