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AI models
inception

Mercury 2

AI model Released

API mode
Chat*
Context window
128,000 tokens
Maximum output
50,000 tokens
Open weights
No

Capability & preference

Human preference · Arena

Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.

Mercury 2 1354.8 Mercury 2 · 95% interval 1344.4–1365.2 · 3,191 votes · 2026-10-28

Recorded results

Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.

Arena text preference / chinesehuman preference · 2026-10-28 · rating

Mercury 2

1,416.86 rating

Confidence interval: 1,379.46 – 1,454.25

233 votes

Category
chinese
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

Mercury 2

1,390.37 rating

Confidence interval: 1,370.27 – 1,410.46

801 votes

Category
coding
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Mercury 2

1,286.87 rating

Confidence interval: 1,261.10 – 1,312.64

542 votes

Category
creative_writing
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

Mercury 2

1,378.44 rating

Confidence interval: 1,361.92 – 1,394.97

1202 votes

Category
english
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Mercury 2

1,312.39 rating

Confidence interval: 1,297.21 – 1,327.57

2238 votes

Category
exclude_ties
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

Mercury 2

1,357.90 rating

Confidence interval: 1,322.53 – 1,393.27

253 votes

Category
expert
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Mercury 2

1,361.77 rating

Confidence interval: 1,348.44 – 1,375.09

1845 votes

Category
hard_prompts
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Mercury 2

1,373.53 rating

Confidence interval: 1,352.25 – 1,394.81

722 votes

Category
hard_prompts_english
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Mercury 2

1,349.33 rating

Confidence interval: 1,325.29 – 1,373.38

512 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Mercury 2

1,314.58 rating

Confidence interval: 1,292.60 – 1,336.55

690 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Mercury 2

1,344.23 rating

Confidence interval: 1,318.26 – 1,370.20

493 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Mercury 2

1,364.96 rating

Confidence interval: 1,327.84 – 1,402.08

232 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Mercury 2

1,384.84 rating

Confidence interval: 1,367.63 – 1,402.05

1112 votes

Category
industry_software_and_it_services
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Mercury 2

1,301.23 rating

Confidence interval: 1,279.55 – 1,322.91

736 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Mercury 2

1,328.26 rating

Confidence interval: 1,309.14 – 1,347.39

887 votes

Category
instruction_following
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Mercury 2

1,329.63 rating

Confidence interval: 1,310.39 – 1,348.86

918 votes

Category
longer_query
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Mercury 2

1,356.74 rating

Confidence interval: 1,331.92 – 1,381.56

551 votes

Category
multi_turn
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Mercury 2

1,330.75 rating

Confidence interval: 1,317.74 – 1,343.77

1989 votes

Category
non_english
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

Mercury 2

1,354.79 rating

Confidence interval: 1,344.42 – 1,365.16

3191 votes

Category
overall
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

Mercury 2

1,304.09 rating

Confidence interval: 1,276.84 – 1,331.35

451 votes

Category
russian
Evaluated configuration
Mercury 2
Evaluation type
human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating

Mercury 2

1,416.97 rating

Confidence interval: 1,379.56 – 1,454.39

233 votes

Category
chinese
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

Mercury 2

1,390.17 rating

Confidence interval: 1,370.08 – 1,410.27

802 votes

Category
coding
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

Mercury 2

1,288.68 rating

Confidence interval: 1,263.13 – 1,314.23

547 votes

Category
creative_writing
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

Mercury 2

1,378.79 rating

Confidence interval: 1,362.32 – 1,395.25

1208 votes

Category
english
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

Mercury 2

1,312.39 rating

Confidence interval: 1,297.22 – 1,327.57

2240 votes

Category
exclude_ties
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

Mercury 2

1,357.92 rating

Confidence interval: 1,322.52 – 1,393.31

253 votes

Category
expert
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

Mercury 2

1,361.68 rating

Confidence interval: 1,348.38 – 1,374.98

1850 votes

Category
hard_prompts
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

Mercury 2

1,373.43 rating

Confidence interval: 1,352.24 – 1,394.63

726 votes

Category
hard_prompts_english
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

Mercury 2

1,349.50 rating

Confidence interval: 1,325.44 – 1,373.55

512 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

Mercury 2

1,315.02 rating

Confidence interval: 1,293.17 – 1,336.87

694 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

Mercury 2

1,344.35 rating

Confidence interval: 1,318.38 – 1,370.33

493 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

Mercury 2

1,363.46 rating

Confidence interval: 1,326.23 – 1,400.68

231 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

Mercury 2

1,384.47 rating

Confidence interval: 1,367.26 – 1,401.68

1114 votes

Category
industry_software_and_it_services
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

Mercury 2

1,302.45 rating

Confidence interval: 1,280.90 – 1,324.00

741 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

Mercury 2

1,327.96 rating

Confidence interval: 1,308.83 – 1,347.09

888 votes

Category
instruction_following
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

Mercury 2

1,329.54 rating

Confidence interval: 1,310.30 – 1,348.77

919 votes

Category
longer_query
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

Mercury 2

1,356.81 rating

Confidence interval: 1,331.98 – 1,381.64

551 votes

Category
multi_turn
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

Mercury 2

1,330.55 rating

Confidence interval: 1,317.52 – 1,343.57

1989 votes

Category
non_english
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

Mercury 2

1,354.86 rating

Confidence interval: 1,344.51 – 1,365.21

3197 votes

Category
overall
Evaluated configuration
mercury-2
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

Mercury 2

1,304.13 rating

Confidence interval: 1,276.87 – 1,331.40

451 votes

Category
russian
Evaluated configuration
mercury-2
Evaluation type
human preference

Run it locally

Inference · memory estimate

Mercury 2

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

Capabilities

Context window
128,000 tokens
Maximum input
128,000 tokens*
Maximum output
50,000 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
API mode
Chat*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
Model license
Proprietary

Input modalities

  • text

Output modalities

  • text

System configuration

Detailed specifications

Specifications · 13 fields
cache read input token cost
2.5e-8*
Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2*
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
2.5e-7*
Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2*
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*
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
128,000*
Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2*
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
50,000*
Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2*
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
50,000*
Scope and conditions
native_context
provider
inception*
mode
chat*
full_native_model_id
inception/mercury-2*
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*
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*
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*
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*
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*
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*
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*
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.*

* Provisional data