DeepSeek: DeepSeek V3.2 vs DeepSeek: DeepSeek V4 Flash 0423
Based on weekly OpenRouter usage tracked by AI Tier List, DeepSeek: DeepSeek V4 Flash 0423 ranks #4 overall — ahead of DeepSeek: DeepSeek V3.2 at #28. DeepSeek: DeepSeek V4 Flash 0423 is cheaper on input tokens at $0.14/1M vs $0.27/1M for DeepSeek: DeepSeek V3.2. DeepSeek: DeepSeek V4 Flash 0423 offers the larger context window at 1M tokens.
DeepSeek: DeepSeek V3.2 vs DeepSeek: DeepSeek V4 Flash 0423: which should you use?
Choose DeepSeek: DeepSeek V3.2 if…
On every published figure — price, context, benchmarks — it does not come out ahead of DeepSeek: DeepSeek V4 Flash 0423.
Choose DeepSeek: DeepSeek V4 Flash 0423 if…
- It sees more real traffic — #4 overall on OpenRouter's weekly ranking, against #28 for DeepSeek: DeepSeek V3.2.
- Cheaper to read — $0.14 vs $0.27 per 1M input tokens, which is what dominates long-prompt and RAG workloads.
- Cheaper to write — $0.28 vs $0.40 per 1M output tokens, the line item that decides generation-heavy costs.
- Bigger context window — 1M vs 164K tokens.
- Higher Artificial Analysis agentic score — 31.1 vs 18.3.
- It is the newer model — released Apr 2026 against Dec 2025.
Spec Comparison
| Spec | DeepSeek: DeepSeek V3.2 | DeepSeek: DeepSeek V4 Flash 0423 |
|---|---|---|
| Author | deepseek | deepseek |
| Input price (per 1M tokens) | $0.27 | $0.14 |
| Output price (per 1M tokens) | $0.40 | $0.28 |
| Context window | 164K | 1M |
| Input modalities | text | text |
| Output modalities | text | text |
| AA Intelligence | 32.6 | — |
| AA Coding | 44.2 | — |
| AA Agentic | 18.3 | 31.1 |
| Released | Dec 2025 | Apr 2026 |
What DeepSeek: DeepSeek V3.2 and DeepSeek: DeepSeek V4 Flash 0423 actually cost to run
On a read-heavy job — 1M tokens in, 100K out — DeepSeek: DeepSeek V3.2 costs $0.31 and DeepSeek: DeepSeek V4 Flash 0423 costs $0.17.
Flip the shape — 100K in, 1M out — and it becomes $0.43 for DeepSeek: DeepSeek V3.2 versus $0.29 for DeepSeek: DeepSeek V4 Flash 0423.
Both figures are the published per-token rates multiplied out; caching and batch discounts are not included.
Usage Rank by Task
| Task | DeepSeek: DeepSeek V3.2 | DeepSeek: DeepSeek V4 Flash 0423 |
|---|---|---|
| Overall | #28 | #4 |
| Memory Extraction | — | #2 |
| Multi-step Planning | — | #1 |
| Tool Dispatch | — | #1 |
| Web Search | — | #1 |
| Agent Workflows | — | #3 |
| Classification & Tagging | — | #1 |
| Debugging | — | #4 |
| DevOps Config | — | #5 |
| File Read/Write | — | #4 |
| Frontend UI | — | #4 |
| Code Implementation | — | #6 |
| Repo Analysis | — | #4 |
| Code Review & Security | — | #4 |
| Shell Execution | — | #7 |
About DeepSeek: DeepSeek V3.2 and DeepSeek: DeepSeek V4 Flash 0423
DeepSeek: DeepSeek V3.2
Built by deepseek · released Dec 2025 · 164K-token context
DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...
DeepSeek: DeepSeek V4 Flash 0423
Built by deepseek · released Apr 2026 · 1M-token context
DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...
Related comparisons
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- DeepSeek: DeepSeek V3.2 vs OpenAI: GPT-5.6 Luna (batch)
- DeepSeek: DeepSeek V4 Flash 0423 vs DeepSeek: DeepSeek V4 Flash 0731
- DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3
- DeepSeek: DeepSeek V4 Flash 0423 vs OpenAI: GPT-5.6 Luna (batch)
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FAQ
Which is better, DeepSeek: DeepSeek V3.2 or DeepSeek: DeepSeek V4 Flash 0423?
Based on weekly OpenRouter usage tracked by AI Tier List, DeepSeek: DeepSeek V4 Flash 0423 ranks #4 overall — ahead of DeepSeek: DeepSeek V3.2 at #28. DeepSeek: DeepSeek V4 Flash 0423 is cheaper on input tokens at $0.14/1M vs $0.27/1M for DeepSeek: DeepSeek V3.2. DeepSeek: DeepSeek V4 Flash 0423 offers the larger context window at 1M tokens.
Which is cheaper, DeepSeek: DeepSeek V3.2 or DeepSeek: DeepSeek V4 Flash 0423?
DeepSeek: DeepSeek V4 Flash 0423 is cheaper at $0.14 per 1M input tokens. Output pricing: DeepSeek: DeepSeek V3.2 $0.40, DeepSeek: DeepSeek V4 Flash 0423 $0.28.
Is DeepSeek: DeepSeek V4 Flash 0423 still ahead of DeepSeek: DeepSeek V3.2 right now?
Yes. For the week of 2026-08-10, DeepSeek: DeepSeek V4 Flash 0423 ranks #4 overall on OpenRouter usage against #28 for DeepSeek: DeepSeek V3.2. Ranks refresh weekly, and the verdict on this page flips if they cross.
Usage ranks are weekly data aggregated by OpenRouter. Prices are USD per 1M tokens.