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Inference · memory estimate
Mercury 2.5
Closed weights. No supported local deployment or GPU requirement is published.
API cost
USD / month
Standard text-token estimate. Excludes taxes, caching, batch discounts, reasoning and multimodal surcharges. Provider limits and regional availability may differ.
Mercury 2.5
Capabilities
Context window
260,000 tokens
Maximum input
260,000 tokens*
Maximum output
65,536 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
API mode
Chat*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
Input modalities
text
Output modalities
text
System configuration
Detailed specifications
Specifications · 13 fields
cache read input token cost
2.0e-8*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
2.0e-7*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
260,000*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
65,536*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
65,536*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
7.5e-7*Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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
inception*
mode
chat*
full_native_model_id
inception/mercury-2.5*
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.*