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
o3-mini
1,378.44 rating
Confidence interval: 1,361.21 – 1,395.67
1181 votes
Category
chinese
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,319.49 rating
Confidence interval: 1,309.65 – 1,329.32
3879 votes
Category
chinese
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
o3-mini
1,377.88 rating
Confidence interval: 1,366.29 – 1,389.48
2596 votes
Category
coding
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,362.71 rating
Confidence interval: 1,356.26 – 1,369.16
9397 votes
Category
coding
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
o3-mini
1,285.51 rating
Confidence interval: 1,274.78 – 1,296.24
3065 votes
Category
creative_writing
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,272.69 rating
Confidence interval: 1,265.73 – 1,279.65
8162 votes
Category
creative_writing
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
o3-mini
1,351.07 rating
Confidence interval: 1,344.57 – 1,357.57
11130 votes
Category
english
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,333.14 rating
Confidence interval: 1,328.74 – 1,337.53
28648 votes
Category
english
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
o3-mini
1,291.26 rating
Confidence interval: 1,283.60 – 1,298.93
12679 votes
Category
exclude_ties
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,265.38 rating
Confidence interval: 1,260.50 – 1,270.27
39599 votes
Category
exclude_ties
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
o3-mini
1,364.05 rating
Confidence interval: 1,343.79 – 1,384.31
847 votes
Category
expert
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,329.17 rating
Confidence interval: 1,317.81 – 1,340.54
2879 votes
Category
expert
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
o3-mini
1,334.30 rating
Confidence interval: 1,290.03 – 1,378.57
203 votes
Category
french
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,311.66 rating
Confidence interval: 1,289.09 – 1,334.23
709 votes
Category
french
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
o3-mini
1,303.04 rating
Confidence interval: 1,273.56 – 1,332.51
377 votes
Category
german
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,298.86 rating
Confidence interval: 1,282.48 – 1,315.24
1346 votes
Category
german
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
o3-mini
1,365.39 rating
Confidence interval: 1,356.30 – 1,374.48
4386 votes
Category
hard_prompts
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,332.49 rating
Confidence interval: 1,327.59 – 1,337.39
19987 votes
Category
hard_prompts
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
o3-mini
1,375.38 rating
Confidence interval: 1,364.44 – 1,386.32
2944 votes
Category
hard_prompts_english
Evaluated configuration
o3-mini (High)
Evaluation type
human preference
1,342.72 rating
Confidence interval: 1,336.48 – 1,348.96
10230 votes
Category
hard_prompts_english
Evaluated configuration
o3-mini
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
o3-mini
1,283.54 rating
Confidence interval: 1,273.24 – 1,293.83
3214 votes
Category
industry_entertainment_and_sports_and_media
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
o3-mini
1,328.27 rating
Confidence interval: 1,310.32 – 1,346.23
1023 votes
Category
industry_legal_and_government
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
o3-mini
1,339.20 rating
Confidence interval: 1,328.77 – 1,349.62
3382 votes
Category
industry_life_and_physical_and_social_science
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
o3-mini
1,398.49 rating
Confidence interval: 1,384.61 – 1,412.36
1711 votes
Category
industry_mathematical
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
o3-mini
1,330.20 rating
Confidence interval: 1,309.24 – 1,351.16
824 votes
Category
industry_medicine_and_healthcare
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
o3-mini
1,363.74 rating
Confidence interval: 1,354.48 – 1,373.00
4338 votes
Category
industry_software_and_it_services
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
o3-mini
1,313.20 rating
Confidence interval: 1,304.44 – 1,321.97
4762 votes
Category
industry_writing_and_literature_and_language
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
o3-mini
1,337.26 rating
Confidence interval: 1,329.60 – 1,344.91
6681 votes
Category
instruction_following
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
o3-mini
1,285.59 rating
Confidence interval: 1,255.41 – 1,315.77
374 votes
Category
japanese
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
o3-mini
1,313.59 rating
Confidence interval: 1,272.81 – 1,354.38
241 votes
Category
korean
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
o3-mini
1,342.78 rating
Confidence interval: 1,330.57 – 1,354.99
2160 votes
Category
longer_query
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
o3-mini
1,395.71 rating
Confidence interval: 1,382.53 – 1,408.89
1909 votes
Category
math
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
o3-mini
1,320.45 rating
Confidence interval: 1,308.70 – 1,332.20
2535 votes
Category
multi_turn
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
o3-mini
1,318.69 rating
Confidence interval: 1,311.39 – 1,325.98
7459 votes
Category
non_english
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
o3-mini
1,336.55 rating
Confidence interval: 1,331.31 – 1,341.80
18589 votes
Category
overall
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
o3-mini
1,304.03 rating
Confidence interval: 1,290.56 – 1,317.49
1740 votes
Category
russian
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
o3-mini
1,321.11 rating
Confidence interval: 1,270.97 – 1,371.25
126 votes
Category
spanish
Evaluated configuration
o3-mini-high
Evaluation type
human preference
Run it locally
Inference · memory estimate
o3-mini
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.
o3-mini
Capabilities
Context window
200,000 tokens
Maximum input
200,000 tokens*
Maximum output
100,000 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
Knowledge cutoff
2024-05
API mode
Chat*
Image input
No*
Parallel tool calls
No*
Prompt caching
Yes*
Tool choice
Yes*
Model license
Proprietary
Input modalities
text
Output modalities
text
System configuration
Detailed specifications
Specifications · 18 fields
cache read input token cost
5.5e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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.*
deprecation date
2026-10-23*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
1.1e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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 batches
5.5e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
200,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
100,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
100,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
4.4e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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 batches
2.2e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
No*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
openai*
mode
chat*
full_native_model_id
o3-mini*
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
No*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
o3-mini*
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.*