open-source
Deepseek V3.2 vs Deepseek Chat
Side-by-side pricing, context window, features, and per-use-case verdict. Data sourced from LiteLLM, updated regularly.
Specifications
| Feature | Deepseek V3.2 | Deepseek Chat |
|---|---|---|
| Provider | deepseek | deepseek |
| Model ID | deepseek/deepseek-v3.2 | deepseek/deepseek-chat |
| Input / 1M tokens | $0.28 | $0.28 |
| Output / 1M tokens | $0.40 (5% cheaper) | $0.42 |
| Cached input / 1M | — | $0.03 |
| Context window | 164kk tokens | 131kk tokens |
| Max output | 164kk tokens | 8kk tokens |
| Vision | ⬜ | ⬜ |
| Function calling | ✅ | ✅ |
| Prompt caching | ✅ | ✅ |
| Web search | ⬜ | ⬜ |
| JSON schema | ⬜ | ✅ |
Monthly cost comparison
No cache discount applied — pure token costs at three usage scales.
| Scale | Deepseek V3.2 | Deepseek Chat | Winner |
|---|---|---|---|
| Small 1M in / 0.2M out | $0.36 | $0.36 | Deepseek V3.2 saves 1% |
| Medium 10M in / 2M out | $3.60 | $3.64 | Deepseek V3.2 saves 1% |
| Large 100M in / 20M out | $36.00 | $36.40 | Deepseek V3.2 saves 1% |
Category winners
Cheapest input
Deepseek V3.2
$0.28/M
Cheapest output
Deepseek V3.2
$0.40/M
· 5% less than the other
Larger context
Deepseek V3.2
164kk tokens · 25% larger window
More features
Deepseek Chat
3 / 5 capabilities
Better for…
High-volume RAG & repeated context
$0.03/M cached input — prompt caching makes repeated context retrieval significantly cheaper
Deepseek Chat
Short interactions & high-throughput APIs
$0.40/M output — 5% cheaper on output at scale
Deepseek V3.2
Long-document processing & large codebases
164k context window vs 131k — 25% larger context
Deepseek V3.2
Agentic workflows & tool use
Supports 3 of 5 tracked capabilities (vision, function calling, caching, web search, JSON schema)
Deepseek Chat
Deep-dive on each model
Pricing data sourced from LiteLLM and refreshed regularly. Always verify with each provider's official pricing page before making business decisions.