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AI models
openai

GPT-6.1 Sol

AI model Released

API mode
Chat*
Context window
1,050,000 tokens
Maximum output
128,000 tokens
Open weights
No

Capability & preference

General capability · ECI

A cross-benchmark capability estimate. Index points, not a percentage; intervals show uncertainty.

GPT-6.1 Sol 167.8* GPT-6.1 Sol · 95% interval 164.3–172.5

Human preference · Arena

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

GPT-6.1 Sol 1445.6 GPT-6.1 Sol (Max) · 95% interval 1438.6–1452.6 · 9,367 votes · 2026-10-28

Model performance

Radar task score: four tests, equal weight. An experimental summary of these tasks, not a universal intelligence rating.

GPT-6.1 Sol

Radar task score

85.7* / 100

4/4 core tests · experimental v1

9 benchmark results for this configuration

Scientific reasoning

GPQA Diamond · 25%

Expert-written science questions; strict multiple-choice scoring. Chance accuracy is 25%.

GPT-6.1 Sol 95.4*% Approx. 95% interval: 92.7–98.1%

Novel problem solving

Mystery Game Puzzles · 25%

Best-next-move puzzles in an undisclosed game variant. A narrow reasoning test, not general intelligence.

GPT-6.1 Sol 80.0*% Approx. 95% interval: 72.1–87.9%

Advanced mathematics

FrontierMath Tiers 1-3 · 25%

Private v2 mathematics problems with Python tools. Earlier versions and Tier 4 are excluded.

GPT-6.1 Sol 93.7*% Approx. 95% interval: 90.9–96.5%

Factual answers

SimpleQA Verified · 25%

Correct factual answers under a guessing prompt, graded by a model. Not a hallucination or abstention score.

GPT-6.1 Sol 73.9*% Approx. 95% interval: 71.2–76.6%

End-to-end software

MirrorCode · Separate result

Whole-program reimplementation with hidden tests; ML + Private, two languages. Budget: seven days and ten billion tokens per attempt.

GPT-6.1 Sol 61.1*% Approx. 95% interval: 38.9–83.4%

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.

GPT-6.1 Sol 100.0*% Uncertainty not available

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.

GPT-6.1 Sol 100.0*% Uncertainty not available

Visual spatial reasoning

Furniture Assembly · Separate result

Assembly-error detection from photos and manuals, with zoom and Python tools. Uses model-assisted grading; not a general vision score.

GPT-6.1 Sol 80.0*% Approx. 95% interval: 70.3–89.7%

Long-horizon computer use

SpireClimb · Separate result

Equally weighted win rates in two Slay the Spire games via screenshots and controls. Fixed game versions; not a general desktop success rate.

GPT-6.1 Sol 24.7*% Approx. 95% interval: 17.4–31.9%

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-6.1 Sol

1,491.13 rating

Confidence interval: 1,470.98 – 1,511.28

868 votes

Category
chinese
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,486.21 rating

Confidence interval: 1,472.04 – 1,500.39

1896 votes

Category
coding
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,425.20 rating

Confidence interval: 1,410.98 – 1,439.41

2069 votes

Category
creative_writing
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,453.09 rating

Confidence interval: 1,442.49 – 1,463.68

3551 votes

Category
english
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,442.46 rating

Confidence interval: 1,433.07 – 1,451.85

6802 votes

Category
exclude_ties
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,499.24 rating

Confidence interval: 1,479.40 – 1,519.07

849 votes

Category
expert
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,463.57 rating

Confidence interval: 1,433.05 – 1,494.08

381 votes

Category
french
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,467.46 rating

Confidence interval: 1,458.67 – 1,476.25

5478 votes

Category
hard_prompts
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,469.43 rating

Confidence interval: 1,455.91 – 1,482.94

2115 votes

Category
hard_prompts_english
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,448.52 rating

Confidence interval: 1,432.76 – 1,464.28

1509 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,427.81 rating

Confidence interval: 1,414.40 – 1,441.22

2338 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,474.27 rating

Confidence interval: 1,452.29 – 1,496.24

761 votes

Category
industry_legal_and_government
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,448.32 rating

Confidence interval: 1,433.08 – 1,463.56

1586 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,515.37 rating

Confidence interval: 1,490.82 – 1,539.93

529 votes

Category
industry_mathematical
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,430.73 rating

Confidence interval: 1,407.72 – 1,453.74

668 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,480.51 rating

Confidence interval: 1,469.32 – 1,491.70

3156 votes

Category
industry_software_and_it_services
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,442.25 rating

Confidence interval: 1,429.76 – 1,454.74

2652 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,467.36 rating

Confidence interval: 1,455.65 – 1,479.07

2892 votes

Category
instruction_following
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,414.02 rating

Confidence interval: 1,372.24 – 1,455.79

185 votes

Category
japanese
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,440.25 rating

Confidence interval: 1,396.22 – 1,484.29

182 votes

Category
korean
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,462.95 rating

Confidence interval: 1,452.39 – 1,473.52

3739 votes

Category
longer_query
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,485.63 rating

Confidence interval: 1,460.68 – 1,510.59

519 votes

Category
math
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,441.97 rating

Confidence interval: 1,424.96 – 1,458.98

1301 votes

Category
multi_turn
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,435.51 rating

Confidence interval: 1,427.00 – 1,444.02

5812 votes

Category
non_english
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,445.55 rating

Confidence interval: 1,438.55 – 1,452.56

9367 votes

Category
overall
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,457.39 rating

Confidence interval: 1,440.86 – 1,473.92

1352 votes

Category
russian
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

GPT-6.1 Sol

1,442.05 rating

Confidence interval: 1,410.36 – 1,473.74

326 votes

Category
spanish
Evaluated configuration
GPT-6.1 Sol (Max)
Evaluation type
human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,494.59 rating

Confidence interval: 1,470.02 – 1,519.17

575 votes

Category
chinese
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,483.50 rating

Confidence interval: 1,466.61 – 1,500.40

1257 votes

Category
coding
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,430.30 rating

Confidence interval: 1,413.49 – 1,447.12

1419 votes

Category
creative_writing
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,454.18 rating

Confidence interval: 1,441.74 – 1,466.62

2409 votes

Category
english
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,445.32 rating

Confidence interval: 1,434.43 – 1,456.21

4603 votes

Category
exclude_ties
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,490.17 rating

Confidence interval: 1,466.17 – 1,514.18

559 votes

Category
expert
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,470.09 rating

Confidence interval: 1,431.88 – 1,508.30

240 votes

Category
french
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,466.52 rating

Confidence interval: 1,456.18 – 1,476.87

3647 votes

Category
hard_prompts
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,469.57 rating

Confidence interval: 1,453.45 – 1,485.70

1404 votes

Category
hard_prompts_english
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,446.80 rating

Confidence interval: 1,428.06 – 1,465.54

990 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,427.44 rating

Confidence interval: 1,411.41 – 1,443.47

1552 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,474.03 rating

Confidence interval: 1,447.89 – 1,500.16

518 votes

Category
industry_legal_and_government
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,444.80 rating

Confidence interval: 1,426.81 – 1,462.79

1107 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,513.62 rating

Confidence interval: 1,483.19 – 1,544.05

337 votes

Category
industry_mathematical
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,447.12 rating

Confidence interval: 1,418.85 – 1,475.39

433 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,481.49 rating

Confidence interval: 1,468.22 – 1,494.76

2110 votes

Category
industry_software_and_it_services
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,449.44 rating

Confidence interval: 1,434.77 – 1,464.12

1813 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,468.57 rating

Confidence interval: 1,454.57 – 1,482.57

1903 votes

Category
instruction_following
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,463.65 rating

Confidence interval: 1,451.14 – 1,476.17

2502 votes

Category
longer_query
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,470.22 rating

Confidence interval: 1,439.65 – 1,500.79

327 votes

Category
math
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,448.26 rating

Confidence interval: 1,427.67 – 1,468.85

854 votes

Category
multi_turn
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,437.55 rating

Confidence interval: 1,427.59 – 1,447.51

3907 votes

Category
non_english
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,447.67 rating

Confidence interval: 1,439.60 – 1,455.75

6320 votes

Category
overall
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,457.93 rating

Confidence interval: 1,438.32 – 1,477.55

908 votes

Category
russian
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

GPT-6.1 Sol

1,440.36 rating

Confidence interval: 1,402.06 – 1,478.66

229 votes

Category
spanish
Evaluated configuration
gpt-6.1-sol-max
Evaluation type
human preference

Run it locally

Inference · memory estimate

GPT-6.1 Sol

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-6.1 Sol

GPT-6.1 Sol / Pricing tiers 8
Provider / scopeRateCurrencyAmount / unit
OpenAIgpt-6.1-solBatch long_context Cached inputUSD0.1 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD7.5 / 1M tokens
OpenAIgpt-6.1-solBatch Cached inputUSD0.05 / 1M tokens
InputUSD1 / 1M tokens
OutputUSD5 / 1M tokens
OpenAIgpt-6.1-solFlex Cached inputUSD0.05 / 1M tokens
InputUSD1 / 1M tokens
OutputUSD5 / 1M tokens
OpenAIgpt-6.1-solFlex long_context Cached inputUSD0.1 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD7.5 / 1M tokens
OpenAIgpt-6.1-solPriority long_context Cached inputUSD0.4 / 1M tokens
InputUSD8 / 1M tokens
OutputUSD30 / 1M tokens
OpenAIgpt-6.1-solPriority Cached inputUSD0.2 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD20 / 1M tokens
OpenAIgpt-6.1-solStandard long_context Cached inputUSD0.2 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD15 / 1M tokens
OpenAIgpt-6.1-solStandard Cached inputUSD0.1 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD10 / 1M tokens

Capabilities

Context window
1,050,000 tokens
Maximum input
922,000 tokens*
Maximum output
128,000 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
Knowledge cutoff
2026-04-30
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
  • pdf

Output modalities

  • text

System configuration

Detailed specifications

Specifications · 69 fields
cache creation input token cost
2.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost above 272k tokens
5.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost above 272k tokens batches
2.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost above 272k tokens flex
2.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost above 272k tokens priority
1.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost above 272k tokens ultrafast
3.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost batches
1.25e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost flex
1.25e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost priority
5.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 creation input token cost ultrafast
1.5e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
1.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens
2.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens batches
1.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens flex
1.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens priority
4.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens ultrafast
1.2e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
5.0e-8*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
5.0e-8*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
2.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 ultrafast
6.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens
4.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens batches
2.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens flex
2.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens priority
8.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens ultrafast
2.4e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
1.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
1.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
4.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 ultrafast
1.2e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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
922,000*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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
1.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens
1.5e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens batches
7.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens flex
7.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens priority
3.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 above 272k tokens ultrafast
9.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
5.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
5.0e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
2.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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 ultrafast
6.0e-5*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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.*
regional processing uplift multiplier eu
1.1*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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.*
regional processing uplift multiplier us
1.1*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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 computer use
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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 max reasoning effort
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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
No*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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 cache breakpoint
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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 search
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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-6.1-sol*
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-6.1-sol*
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
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6.1-sol*
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