iFlow
CoveragePreview
DeepSeek says both models are more efficient and performant than DeepSeek V3.2 due to architectural improvements, and have almost "closed the gap" with current leading models, both open and closed, on reasoning benchmarks.
$10 off the fastest DeepSeek V4.1 Flash, Kimi K3 and GLM 5.3 from Synthetic
Model details
DeepSeek-V3
DeepSeek-V3 is positioned as an open-weight alternative to proprietary large language models, intended for engineering-heavy workflows such as code generation, data analysis, internal tool building, and retrieval-augmented generation. Released at the end of 2024, it continues the lineage established by the earlier DeepSeekCoder series, which had gained recognition for outperforming open coding benchmarks like Code LLaMA and StarCoder. The model is designed to be deployed inside an organization's own infrastructure, allowing teams to adapt it to specific pipelines and maintain tighter control over output behavior, which is appealing for privacy-sensitive or custom workflow needs.
Compared to closed proprietary options, DeepSeek-V3's practical value lies in the combination of transparency, local deployability, and the ability to fine-tune for specialized tasks. Sources describe it as offering stability and predictable behavior in reasoning and code generation scenarios where engineering precision matters more than breadth of general knowledge. The broader DeepSeek family has since progressed toward reasoning-focused agentic architectures, but V3 itself serves as a foundation for teams seeking an open model they can run and shape themselves rather than relying on a hosted API.
iFlowdeepseek-v3deepseek
Quick Info
Powered by- Provider
- iFlow
- Model key
- deepseek-v3
- Release date
- Dec 26, 2024
- Last updated
- Dec 26, 2024
- Knowledge cutoff
- 2024-10
- Input modalities
- Output modalities
- Capabilities
Cost
A provider subscription or plan supersedes token-based pricing for this model.
Limits
- Output tokens
- 32,000 tokens
- Context window
- 128,000 tokens
Latest news about DeepSeek-V3
iFlow
CoverageBenchmark
DeepSeek V3.2 is a high-performance open-source LLM built for long-context processing, advanced reasoning, and agent workflows with efficient scaling.
iFlow
Coverage
DeepSeek released DeepSeek-V3.2, a family of open-source reasoning and agentic AI models. The high compute version, DeepSeek-V3.2-Speciale, performs better than GPT-5 and comparably to Gemini-3.0-Pro
iFlow
CoverageComparison
DeepSeek V3.2 vs Gemini 3.0 vs Claude 4.5 vs GPT-5 How good is DeepSeek new AI Model? Every new LLM release says the same thing in different words: “best reasoning”, “top coding”, “great …
iFlow
Official sourceRelease Notes
The iFlow CLI changelog (platform.iflow.cn/en/cli/changelog) records versions 0.5.14 through 0.5.17, covering improvements to the provider's developer-facing tooling relevant to DeepSeek-V3 consumption via iFlow. Notable entries include a GLM-5 context limit adjustment to 170K with a 16% safety margin (0.5.14), agent/s The same page carries a critical operational notice: iFlow CLI will officially shut down on April 17, 2026 (Beijing Time), and users are directed to migrate to Qoder. For developers relying on iFlow to access DeepSeek-V3, this is a material EOL signal that affects the long-term viability of the iFlow CLI pathway, even
iFlow
Coverage
Updated March 2026: Comprehensive guide to DeepSeek V3.2, V4 (expected April 2026), R1/R2 reasoning models, and how to use DeepSeek in Antigravity via the OpenAI compatibility layer.