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DeepSeekFastHigh

DeepSeek V4 Flash

DeepSeek's fast, low-cost V4 model (checkpoint V4-Flash-0731). Thinking mode is on by default, with a 1M-token context window and heavily discounted cache reads. Replaces the retired deepseek-chat / deepseek-reasoner.

260/520credits
input / output ยท per 1M tokens
Best-in-class price/performance
1M context window, up to 384K output tokens
Thinking mode on by default (switchable per request)
OpenAI-compatible API (chat completions)
Context cache hits billed at ~98% discount

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Use with AI Assistant

Copy usage instructions for Claude, ChatGPT, or other AI

Model Specifications

Context Window
1.0M
tokens
Max Output
384K
tokens
Training Cutoff
2025-05
Compatible SDK
OpenAI

Capabilities

Vision
Function Calling
Streaming
JSON Mode
System Prompt

Token Pricing (per 1M tokens)

Token TypeCreditsUSD Equivalent
Input Tokens260$0.17
Output Tokens520$0.35
Cached Tokens5.2$0.00

* 1,500 credits โ‰ˆ $1 (actual charges may vary based on usage)

Quick Start

curl -X POST "https://api.core.today/llm/deepseek/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer cdt_your_api_key" \
  -d '{
  "model": "deepseek-v4-flash",
  "messages": [
    {
      "role": "user",
      "content": "Explain vector databases in 3 sentences."
    }
  ],
  "max_tokens": 1024
}'

Parameters

ParameterTypeRequiredDefaultDescription
modelstringYes-Model ID, e.g. "deepseek-v4-flash".
messagesarrayYes-Chat messages in OpenAI format (system/user/assistant roles).
temperaturenumberNo0.7Sampling temperature (0-2).
max_tokensintegerNo2048Maximum completion tokens.
streambooleanNofalseStream the response as server-sent events.

Examples

Chat completion

OpenAI-compatible chat completion request

curl -X POST "https://api.core.today/llm/deepseek/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer cdt_your_api_key" \
  -d '{
  "model": "deepseek-v4-flash",
  "messages": [
    {
      "role": "user",
      "content": "Explain vector databases in 3 sentences."
    }
  ],
  "max_tokens": 1024
}'

Tips & Best Practices

1Works with the OpenAI SDK - set base_url to https://ai.api.core.today/llm/deepseek/v1
2Thinking mode is on by default - disable it per request for latency-sensitive calls
3Cache hits are billed at ~98% off - reuse long system prompts and shared prefixes
4Anthropic-format endpoint is not supported through the gateway - use the OpenAI format

Use Cases

High-volume chat and summarization at low cost
Long-document analysis with the 1M context
Migration target for retired deepseek-chat / deepseek-reasoner