DeepSeek V3.2 Speciale

deepseek/deepseek-v3.2-speciale

DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning to push capability beyond the base model. Reported evaluations place Speciale ahead of GPT-5 on difficult reasoning workloads, with proficiency comparable to Gemini-3.0-Pro, while retaining strong coding and tool-use reliability. Like V3.2, it benefits from a large-scale agentic task synthesis pipeline that improves compliance and generalization in interactive environments.

Input price
$0.29USD / 1M tokens
Output price
$0.43USD / 1M tokens
Context window
N/A
Max output
163.8K

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Playground

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163.8K max output
Input $0.29/M · Output $0.43/M · Cache read $0.06/M
OutputReady

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Specifications

Pricing

Input
$0.29 / 1M tokens
Output
$0.43 / 1M tokens
Billing formula
usage.prompt_tokens * 0.287 / 1000000 + usage.completion_tokens * 0.431 / 1000000

Context & modalities

Max output
163,840 tokens
Input
Text
Output
Text

Capabilities

Chat
Supported
Vision
Not supported
Reasoning
Supported
Structured output
Supported
Function calling
Not supported
Audio input
Not supported

Access

Provider
DeepSeek
Model ID
deepseek/deepseek-v3.2-speciale
Execution
sync
API
Chat Completions API
Endpoint
/v1/chat/completions

Start building

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OpenAI-compatible endpoint with unified authentication and usage tracking.

Production API
Chat Completions API endpoint
https://api.sandbase.ai/v1/chat/completions
Model ID
deepseek/deepseek-v3.2-speciale
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
  -X POST "https://api.sandbase.ai/v1/chat/completions" \
  -H "Authorization: Bearer $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "deepseek/deepseek-v3.2-speciale",
  "messages": [
    {
      "role": "user",
      "content": "Hello"
    }
  ],
  "max_tokens": 2048
}
SANDBASE_JSON
)
printf '%s\n' "$result"

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