Radar task score: four tests, equal weight. An experimental summary of these tasks, not a universal intelligence rating.
GPT-5 Mini
Radar task score
/ 100
Older results · no current score
6 benchmark results for this configuration
Scientific reasoning
GPQA Diamond · 25%
Expert-written science questions; strict multiple-choice scoring. Chance accuracy is 25%.
050100%
GPT-5 Mini75.0*%Approx. 95% interval: 70.5–79.5% · Older result
Novel problem solving
Mystery Game Puzzles · 25%
Best-next-move puzzles in an undisclosed game variant. A narrow reasoning test, not general intelligence.
050100%
GPT-5 Mini5.0*%Approx. 95% interval: 0.7–9.3%
Advanced mathematics
FrontierMath Tiers 1-3 · 25%
Private v2 mathematics problems with Python tools. Earlier versions and Tier 4 are excluded.
050100%
GPT-5 Mini46.7*%Approx. 95% interval: 40.9–52.5%
Factual answers
SimpleQA Verified · 25%
Correct factual answers under a guessing prompt, graded by a model. Not a hallucination or abstention score.
050100%
GPT-5 Mini21.6*%Approx. 95% interval: 19.0–24.2%
Competition mathematics
OTIS Mock AIME 2024-2025 · Separate result
Competition problems with model-extracted answers checked against an exact key. Earlier grading procedures are excluded.
050100%
GPT-5 Mini86.7*%Approx. 95% interval: 78.3–95.1% · Older result
Research mathematics
FrontierMath Tier 4 v2 · Separate result
The hardest private FrontierMath problems, corrected v2 set, with Python tools. Separate from Tiers 1-3 in the core score.
050100%
GPT-5 Mini12.2*%Approx. 95% interval: 2.1–22.3%
Bars show reported task scores. Whiskers are approximate 95% intervals where standard errors are available. Different reasoning budgets are not equal-cost tests. Missing results are never zero.
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
GPT-5 Mini
1,385.71 rating
Confidence interval: 1,372.02 – 1,399.40
1949 votes
Category
chinese
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
GPT-5 Mini
1,405.70 rating
Confidence interval: 1,397.40 – 1,414.00
5514 votes
Category
coding
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
GPT-5 Mini
1,324.98 rating
Confidence interval: 1,314.77 – 1,335.20
3521 votes
Category
creative_writing
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
GPT-5 Mini
1,378.97 rating
Confidence interval: 1,372.81 – 1,385.14
11466 votes
Category
english
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
GPT-5 Mini
1,342.32 rating
Confidence interval: 1,336.24 – 1,348.40
19505 votes
Category
exclude_ties
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
GPT-5 Mini
1,378.29 rating
Confidence interval: 1,361.06 – 1,395.52
1230 votes
Category
expert
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
GPT-5 Mini
1,386.57 rating
Confidence interval: 1,356.74 – 1,416.41
413 votes
Category
french
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
GPT-5 Mini
1,365.74 rating
Confidence interval: 1,341.63 – 1,389.85
592 votes
Category
german
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
GPT-5 Mini
1,379.88 rating
Confidence interval: 1,373.91 – 1,385.85
12855 votes
Category
hard_prompts
Evaluated configuration
GPT-5 mini (High)
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
GPT-5 Mini
1,383.19 rating
Confidence interval: 1,374.96 – 1,391.43
5597 votes
Category
hard_prompts_english
Evaluated configuration
GPT-5 mini (High)
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
GPT-5 Mini
1,339.94 rating
Confidence interval: 1,331.14 – 1,348.75
4844 votes
Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
GPT-5 Mini
1,374.75 rating
Confidence interval: 1,360.41 – 1,389.08
1693 votes
Category
industry_legal_and_government
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
GPT-5 Mini
1,370.68 rating
Confidence interval: 1,361.33 – 1,380.02
4208 votes
Category
industry_life_and_physical_and_social_science
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,380.13 rating
Confidence interval: 1,363.75 – 1,396.52
1304 votes
Category
industry_mathematical
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
GPT-5 Mini
1,379.61 rating
Confidence interval: 1,363.84 – 1,395.39
1436 votes
Category
industry_medicine_and_healthcare
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
GPT-5 Mini
1,393.73 rating
Confidence interval: 1,386.93 – 1,400.53
8921 votes
Category
industry_software_and_it_services
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
GPT-5 Mini
1,344.23 rating
Confidence interval: 1,336.35 – 1,352.10
6141 votes
Category
industry_writing_and_literature_and_language
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
GPT-5 Mini
1,356.78 rating
Confidence interval: 1,349.32 – 1,364.24
7012 votes
Category
instruction_following
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
GPT-5 Mini
1,340.91 rating
Confidence interval: 1,312.41 – 1,369.40
459 votes
Category
japanese
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,307.06 rating
Confidence interval: 1,282.86 – 1,331.26
662 votes
Category
korean
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,354.84 rating
Confidence interval: 1,346.80 – 1,362.89
5902 votes
Category
longer_query
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,377.40 rating
Confidence interval: 1,362.02 – 1,392.79
1457 votes
Category
math
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,362.87 rating
Confidence interval: 1,353.68 – 1,372.07
4396 votes
Category
multi_turn
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,362.69 rating
Confidence interval: 1,357.05 – 1,368.33
15291 votes
Category
non_english
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,373.28 rating
Confidence interval: 1,368.73 – 1,377.84
26804 votes
Category
overall
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,378.39 rating
Confidence interval: 1,362.93 – 1,393.84
1563 votes
Category
polish
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,361.77 rating
Confidence interval: 1,348.68 – 1,374.85
1872 votes
Category
russian
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
GPT-5 Mini
1,354.75 rating
Confidence interval: 1,333.87 – 1,375.64
855 votes
Category
spanish
Evaluated configuration
gpt-5-mini-high
Evaluation type
human preference
Run it locally
Inference · memory estimate
GPT-5 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.
GPT-5 Mini
Capabilities
Context window
400,000 tokens
Maximum input
272,000 tokens*
Maximum output
128,000 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
Knowledge cutoff
2024-05-30
API mode
Chat*
Image input
Yes*
PDF input
Yes*
Parallel tool calls
Yes*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
Web search
Yes*
Model license
Proprietary
Input modalities
text
image
Output modalities
text
System configuration
Detailed specifications
Specifications · 35 fields
cache read input token cost
2.5e-8*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
cache read input token cost batches
1.25e-8*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
cache read input token cost flex
1.25e-8*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
cache read input token cost priority
4.5e-8*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
2.5e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
1.25e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 flex
1.25e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 priority
4.5e-7*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
gpt-5-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
272,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
128,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
128,000*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
gpt-5-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
2.0e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
1.0e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 flex
1.0e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 priority
3.6e-6*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
search context cost per query
search_context_size_high
0.01*
search_context_size_low
0.01*
search_context_size_medium
0.01*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
supported endpoints
/v1/chat/completions*
/v1/batch*
/v1/responses*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
supported modalities
text*
image*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*
supported output modalities
text*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
gpt-5-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 minimal reasoning effort
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 native streaming
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 none reasoning effort
No*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 pdf input
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
gpt-5-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
gpt-5-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
gpt-5-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 system messages
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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
gpt-5-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
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 web search
Yes*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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 xhigh reasoning effort
No*Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5-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.*