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AI models
openai

GPT-6 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 Sol 163.8* GPT-6 Sol · 95% interval 161.1–167.3

Human preference · Arena

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

GPT-6 Sol 1397.4 GPT-6 Sol (Max) · 95% interval 1391.5–1403.3 · 15,807 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 Sol

Radar task score

75.2* / 100

4/4 core tests · experimental v1

8 benchmark results for this configuration

Scientific reasoning

GPQA Diamond · 25%

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

GPT-6 Sol 94.3*% Approx. 95% interval: 91.4–97.2%

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 Sol 56.0*% Approx. 95% interval: 46.2–65.8%

Advanced mathematics

FrontierMath Tiers 1-3 · 25%

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

GPT-6 Sol 89.8*% Approx. 95% interval: 86.3–93.3%

Factual answers

SimpleQA Verified · 25%

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

GPT-6 Sol 60.7*% Approx. 95% interval: 57.7–63.7%

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 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 Sol 90.0*% Approx. 95% interval: 79.9–100.0%

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 Sol 58.3*% Approx. 95% interval: 45.8–70.9%

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 Sol 7.5*% Approx. 95% interval: 3.3–11.7%

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 Sol

1,414.08 rating

Confidence interval: 1,396.85 – 1,431.30

1309 votes

Category
chinese
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

GPT-6 Sol

1,447.37 rating

Confidence interval: 1,436.92 – 1,457.82

3647 votes

Category
coding
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

GPT-6 Sol

1,377.79 rating

Confidence interval: 1,366.42 – 1,389.16

3302 votes

Category
creative_writing
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,395.65 rating

Confidence interval: 1,387.26 – 1,404.04

6127 votes

Category
english
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

GPT-6 Sol

1,375.47 rating

Confidence interval: 1,367.70 – 1,383.24

11690 votes

Category
exclude_ties
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

GPT-6 Sol

1,438.58 rating

Confidence interval: 1,423.65 – 1,453.51

1648 votes

Category
expert
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,401.42 rating

Confidence interval: 1,374.97 – 1,427.87

545 votes

Category
french
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,380.92 rating

Confidence interval: 1,344.80 – 1,417.04

280 votes

Category
german
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

GPT-6 Sol

1,419.79 rating

Confidence interval: 1,412.77 – 1,426.82

9734 votes

Category
hard_prompts
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,417.30 rating

Confidence interval: 1,406.93 – 1,427.67

3818 votes

Category
hard_prompts_english
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

GPT-6 Sol

1,380.99 rating

Confidence interval: 1,369.19 – 1,392.79

2875 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

GPT-6 Sol

1,371.76 rating

Confidence interval: 1,361.19 – 1,382.33

3886 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

GPT-6 Sol

1,392.81 rating

Confidence interval: 1,375.84 – 1,409.79

1340 votes

Category
industry_legal_and_government
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

GPT-6 Sol

1,389.93 rating

Confidence interval: 1,377.69 – 1,402.18

2638 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,421.86 rating

Confidence interval: 1,402.83 – 1,440.88

980 votes

Category
industry_mathematical
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

GPT-6 Sol

1,366.62 rating

Confidence interval: 1,348.23 – 1,385.00

1169 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

GPT-6 Sol

1,430.99 rating

Confidence interval: 1,422.36 – 1,439.61

5692 votes

Category
industry_software_and_it_services
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

GPT-6 Sol

1,388.08 rating

Confidence interval: 1,378.07 – 1,398.09

4304 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

GPT-6 Sol

1,410.88 rating

Confidence interval: 1,402.05 – 1,419.72

5282 votes

Category
instruction_following
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating

GPT-6 Sol

1,356.49 rating

Confidence interval: 1,321.41 – 1,391.57

304 votes

Category
japanese
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,334.43 rating

Confidence interval: 1,296.39 – 1,372.46

263 votes

Category
korean
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,415.53 rating

Confidence interval: 1,407.24 – 1,423.83

6586 votes

Category
longer_query
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,403.75 rating

Confidence interval: 1,383.81 – 1,423.69

886 votes

Category
math
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,411.42 rating

Confidence interval: 1,398.89 – 1,423.94

2523 votes

Category
multi_turn
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,388.07 rating

Confidence interval: 1,381.05 – 1,395.09

9659 votes

Category
non_english
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,397.40 rating

Confidence interval: 1,391.54 – 1,403.27

15807 votes

Category
overall
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,379.60 rating

Confidence interval: 1,342.02 – 1,417.17

246 votes

Category
polish
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,404.74 rating

Confidence interval: 1,391.22 – 1,418.27

2087 votes

Category
russian
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

GPT-6 Sol

1,385.84 rating

Confidence interval: 1,361.68 – 1,409.99

643 votes

Category
spanish
Evaluated configuration
GPT-6 Sol (Max)
Evaluation type
human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating

GPT-6 Sol

1,408.42 rating

Confidence interval: 1,389.18 – 1,427.66

1024 votes

Category
chinese
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

GPT-6 Sol

1,446.71 rating

Confidence interval: 1,435.20 – 1,458.23

2874 votes

Category
coding
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

GPT-6 Sol

1,380.24 rating

Confidence interval: 1,367.71 – 1,392.78

2587 votes

Category
creative_writing
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,396.69 rating

Confidence interval: 1,387.55 – 1,405.82

4849 votes

Category
english
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

GPT-6 Sol

1,376.54 rating

Confidence interval: 1,368.22 – 1,384.86

9235 votes

Category
exclude_ties
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

GPT-6 Sol

1,438.98 rating

Confidence interval: 1,422.42 – 1,455.55

1296 votes

Category
expert
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,398.49 rating

Confidence interval: 1,368.23 – 1,428.75

409 votes

Category
french
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,377.35 rating

Confidence interval: 1,336.80 – 1,417.90

216 votes

Category
german
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

GPT-6 Sol

1,419.84 rating

Confidence interval: 1,412.31 – 1,427.38

7710 votes

Category
hard_prompts
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,419.42 rating

Confidence interval: 1,408.13 – 1,430.71

3021 votes

Category
hard_prompts_english
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

GPT-6 Sol

1,379.18 rating

Confidence interval: 1,366.29 – 1,392.06

2317 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

GPT-6 Sol

1,373.49 rating

Confidence interval: 1,361.81 – 1,385.17

3032 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

GPT-6 Sol

1,395.45 rating

Confidence interval: 1,377.06 – 1,413.84

1083 votes

Category
industry_legal_and_government
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

GPT-6 Sol

1,386.70 rating

Confidence interval: 1,373.16 – 1,400.24

2092 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,420.29 rating

Confidence interval: 1,398.93 – 1,441.65

774 votes

Category
industry_mathematical
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

GPT-6 Sol

1,361.13 rating

Confidence interval: 1,340.85 – 1,381.40

948 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

GPT-6 Sol

1,430.88 rating

Confidence interval: 1,421.52 – 1,440.25

4529 votes

Category
industry_software_and_it_services
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

GPT-6 Sol

1,390.17 rating

Confidence interval: 1,379.19 – 1,401.16

3396 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

GPT-6 Sol

1,412.88 rating

Confidence interval: 1,403.25 – 1,422.52

4189 votes

Category
instruction_following
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

GPT-6 Sol

1,371.54 rating

Confidence interval: 1,331.02 – 1,412.05

223 votes

Category
japanese
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,336.52 rating

Confidence interval: 1,294.73 – 1,378.32

218 votes

Category
korean
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,412.91 rating

Confidence interval: 1,403.93 – 1,421.90

5225 votes

Category
longer_query
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,404.57 rating

Confidence interval: 1,382.09 – 1,427.04

689 votes

Category
math
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,412.01 rating

Confidence interval: 1,398.04 – 1,425.98

1947 votes

Category
multi_turn
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,387.10 rating

Confidence interval: 1,379.55 – 1,394.66

7593 votes

Category
non_english
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,398.02 rating

Confidence interval: 1,391.70 – 1,404.34

12466 votes

Category
overall
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,366.99 rating

Confidence interval: 1,323.39 – 1,410.60

180 votes

Category
polish
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,407.31 rating

Confidence interval: 1,392.44 – 1,422.18

1655 votes

Category
russian
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

GPT-6 Sol

1,386.56 rating

Confidence interval: 1,359.23 – 1,413.88

497 votes

Category
spanish
Evaluated configuration
gpt-6-sol-max
Evaluation type
human preference

Run it locally

Inference · memory estimate

GPT-6 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 Sol

GPT-6 Sol / Pricing tiers 8
Provider / scopeRateCurrencyAmount / unit
OpenAIgpt-6-solBatch Cached inputUSD0.1 / 1M tokens
InputUSD1 / 1M tokens
OutputUSD5 / 1M tokens
OpenAIgpt-6-solBatch long_context Cached inputUSD0.2 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD7.5 / 1M tokens
OpenAIgpt-6-solFlex long_context Cached inputUSD0.2 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD7.5 / 1M tokens
OpenAIgpt-6-solFlex Cached inputUSD0.1 / 1M tokens
InputUSD1 / 1M tokens
OutputUSD5 / 1M tokens
OpenAIgpt-6-solPriority long_context Cached inputUSD0.8 / 1M tokens
InputUSD8 / 1M tokens
OutputUSD30 / 1M tokens
OpenAIgpt-6-solPriority Cached inputUSD0.4 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD20 / 1M tokens
OpenAIgpt-6-solStandard long_context Cached inputUSD0.4 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD15 / 1M tokens
OpenAIgpt-6-solStandard Cached inputUSD0.2 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD10 / 1M tokens

Capabilities

Context window
1,050,000 tokens
Maximum input
Reported value 1: 1,050,000 tokens*
Reported value 2: 922,000 tokens*
Maximum output
128,000 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
Knowledge cutoff
2026-04-20
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 · 87 fields
cache creation input token cost
2.5e-6*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
2.5e-6*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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-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-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-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-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-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
2.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
2.0e-7*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
4.0e-7*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
4.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
2.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
2.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
8.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
1.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
1.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
4.0e-7*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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-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-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-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-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-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
bedrock_converse*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
1,050,000*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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-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-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-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-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-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-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-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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 bedrock converse tool result images
No*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
Yes*
Scope and conditions
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-6-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
Yes*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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 sampling params
No*
Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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-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
bedrock_converse*
mode
chat*
full_native_model_id
openai.gpt-6-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-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