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Inference · memory estimate
deepseek-flash
Not enough verified architecture information for a reliable VRAM estimate.
Capabilities
Maximum input
1,000,000 tokens*
Maximum output
393,216 tokens*
Reasoning
Yes*
Tool calling
Yes*
Structured output
Yes*
API mode
Chat*
Image input
Yes*
Parallel tool calls
Yes*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
System configuration
Detailed specifications
Specifications · 22 fields
cache creation input token cost
0.0*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost
6.0e-9*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
3.0e-7*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token cache hit
6.0e-9*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
deepseek*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
1,000,000*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
393,216*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max tokens
393,216*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
off peak pricing
cache_read_input_token_cost
3.0e-9*
input_cost_per_token
1.5e-7*
output_cost_per_token
6.0e-7*
windows
hours_utc
00:00-01:00*
04:00-06:00*
10:00-00:00*
weekdays
1*
2*
3*
4*
5*
hours_utc
00:00-00:00*
weekdays
6*
7*
Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
1.2e-6*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported endpoints
/v1/chat/completions*
Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports assistant prefill
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports native streaming
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports parallel function calling
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports prompt caching
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports response schema
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports system messages
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports vision
Yes*Scope and conditions
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*