Deepseek
LLM Provider / Model ยท Cheap high-quality coding, bulk classification, self-host for privacy
At a glance
| Input price | $0.27 |
| Output price | $1.10 |
| Cache price | $0.07 |
| Price tier | Budget |
| Context window | 128K |
| Max output | 8K |
| Context tier | 32K-128K |
| Speed tier | Standard |
| Latency | medium |
| Knowledge cutoff | Jul 2024 |
| Modality | Text-only |
| Model ID | deepseek-v3 |
| Provider | DeepSeek |
| HumanEval | 89% |
| MMLU | 84% |
| SWE-Bench | 42% |
| Benchmark | high (coding) |
| Released | Dec 2024 |
| Hosting | Open-weights |
| Capabilities | Tool use, Streaming, Structured output, Self-hostable |
What Deepseek does
Tool use, Streaming, Structured output, Self-hostable
Best for
Cheap high-quality coding, bulk classification, self-host for privacy
Works well with
Integration
Agent / Orchestration
Conflicts & caveats
- Google Antigravity is built around Gemini 3 Pro; Claude and recent GPT-5 models also work, but Deepseek is not in the supported model list.
- Kiro's spec mode is tuned for Claude models โ Deepseek may work but spec-driven flows are best with Claude.
- OpenAI Codex (VS Code) is tied to OpenAI's GPT-5.1 Codex family โ Deepseek is not selectable inside this integration.
- Gemini CLI is locked to Google Gemini models โ your LLM is Deepseek.
- Privacy conflict: Self-hosted Deepseek sends code to cloud @codebase (Cursor). Use local context (Continue indexing, ChromaDB, LanceDB, pgvector, Vespa self-hosted) for true privacy.
- Claude Code only works with Claude models โ your LLM is Deepseek.
- Devin uses Cognition's proprietary model internally โ your selected Deepseek will be ignored.
- OpenAI Codex (Cloud) runs GPT-5.1 Codex internally โ your selected Deepseek will be ignored.
- Jules runs Gemini models internally โ your selected Deepseek will be ignored.
- The Claude Code SDK is tuned for Claude models โ Deepseek may work via the model adapter but loses Claude-specific features (thinking, prompt caching, sub-agents).
- Lovable uses a fixed internal model โ your selected Deepseek will be ignored.
- Replit Agent 3 uses its own model selection internally โ your selected Deepseek will be ignored.
Build a full stack around Deepseek โ Flowpicker shows compatibility warnings before you commit.
Open the stack planner โ