DeepSeek V3.2 Speciale is DeepSeek's language model with a 164K context window, starting at $0.58 / 1M input and $1.68 / 1M output. A high-compute variant of DeepSeek V3.2 optimized for maximum reasoning and agentic performance using DeepSeek Sparse Attention for long-context tasks.
| Benchmarks | |
|---|---|
| Intelligence Index | #178 |
| Math Index | #5 |
| MMLU-Pro | #20 |
| GPQA | #65 |
| HLE | #70 |
| LiveCodeBench | #4 |
| IFBench | #104 |
| Time to First Token | #109 |
| SciCode | #77 |
| AIME 2025 | #5 |
| LCR | #141 |
| TerminalBench Hard | #70 |
| TAU2 | #404 |
| Output TPS | #342 |
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities6/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill✓
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | |
|---|---|---|
| Input $ / 1M | Output $ / 1M | |
| $0.58 | $1.68 | |
Cost Calculator
US Dollar ($)
Preset:
Cheapest Instances to Run It
Cloud GPU instances that can host DeepSeek V3.2 Speciale, ranked by cheapest on-demand price. The model needs about 1645 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.
All clouds
FP16 (full precision)
US Dollar ($)
Instance | Cloud | GPU | VRAM | Price | Cheapest region |
|---|---|---|---|---|---|
| p6-b300.48xlarge | 8× B300 | 2149 GB | $142.42/hr |
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| DeepSeek V3.2 Speciale | 164K | $0.580 | $1.68 | Current | |
| DeepSeek V3.2 | 164K | $0.260 | $0.380 | Available | |
| DeepSeek V3.2 Thinking | 128K | $0.620 | $1.85 | Available | |
| DeepSeek V3.2 Exp | 164K | $0.270 | $0.410 | Available | |
| DeepSeek V3.2 Exp Reasoning | — | — | — | — | Available |
| DeepSeek V3.2 Exp | — | — | — | — | Available |
| DeepSeek V3.1 Terminus | 164K | $0.270 | $1.00 | Deprecated | |
| DeepSeek V3.1 | 164K | $0.250 | $0.950 | Deprecated | |
| DeepSeek V3.1 671B | — | 164K | — | — | Available |
| DeepSeek V3 | 164K | $0.200 | $0.200 | Available | |
| DeepSeek V3 324 | — | 164K | $0.200 | $0.400 | Deprecated |