GPT-6 Sol

Proprietarygeneralreasoningcodingagentfast

Leaderboard Score

60.5

Scale: 0 - 100

Throughput Speed

126 tps

Context Window

1.1M

API Pricing / 1M

$2.00

Parameter Scale

Proprietary

Verified AI Radar & Benchmarks•8 Evaluated Metrics

Capability Radar & Benchmark Scores

Multi-Axis Capability Radar

Comparing GPT-6 Sol against Frontier Top 10 & Open-Source average

0 - 100 Scale

GPT-6 Sol

Frontier Top 10 Avg

Open-Source Avg

Performance Vectors

Where GPT-6 Sol Leads

Coding & SWETop 10: 79.1% • OS: 47.6%

84.8%+5.7% vs Top 10

Reasoning & MathTop 10: 74.6% • OS: 46.6%

78.5%+3.9% vs Top 10

Agent & Tool AutomationTop 10: 71.2% • OS: 31.9%

65.2%-6.0% vs Top 10

Terminal & CLI ExecutionTop 10: 80.4% • OS: 47.6%

85.5%+5.1% vs Top 10

MMLU & Knowledge QATop 10: 50% • OS: 86.7%

75.6%+25.6% vs Top 10

Cyber & Security ExploitsTop 10: 87.8% • OS: 80.6%

57.5%-30.3% vs Top 10

All Verified Benchmark Evaluations

Direct Pass@1 and resolution rates across standardized evaluations.

CodingReasoningAgenticMath

Featured Compute Platform

Run Benchmarks on Dedicated AI Clusters

Zero-cold-start inference endpoints with dedicated GPU instances.

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Executive Analysis & Verdict

GPT-6 Sol by OpenAI is the balanced flagship model of the GPT-6 family, delivering 60.5 overall, 84.8% on SWE-bench, 126 tps throughput, and 47.5 on the Artificial Analysis Intelligence Index.

Key Strengths & Highlights

•High-performance autonomous engineering with 84.8% on SWE-bench and 85.5% on Terminal-Bench
•Exceptional 126 tps inference throughput with a 1.05M token context window
•Economical $2.00/1M input pricing for frontier-tier reasoning and agentic execution

Limitations & Considerations

•Subject to standard OpenAI API organization tier rate limits

Recommended Workflows

Full-stack autonomous coding, complex data refactoring, and high-throughput production reasoning

The Balanced Frontier Flagship

OpenAI’s GPT-6 Sol is designed to deliver frontier-grade reasoning and coding capabilities at significantly higher throughput (126 tps) and lower cost ($2.00 / 1M input) than traditional heavy flagships.

Key Specifications

Provider: OpenAI
License / Weights: Proprietary
Context Window: 1,050,000 tokens (1.1M)
Max Output: 128,000 tokens
Inference Speed: 126 tps
API Pricing: $2.00 / 1M input tokens ($10.00 / 1M output tokens, $0.20 cache read)

Benchmark Highlights

Overall Score: 60.5 / 100
Artificial Analysis Intelligence Index: 47.5
AA-Briefcase Elo: 1483
SWE-bench Verified: 84.8%
GPQA Diamond: 78.5%
MATH-500: 82.0%
Terminal-Bench: 85.5%

Frequently Asked Questions About GPT-6 Sol

What is GPT-6 Sol and who developed it?↓

GPT-6 Sol is a proprietary large language model developed by OpenAI. It ranks #5 on the RankLLMs composite leaderboard, ahead of 95% of the 85 models we track, with an overall score of 60.5 / 100.

What context window and inference speed does GPT-6 Sol offer?↓

GPT-6 Sol supports a NaNK-token input context window and generates about 126 tps tokens per second in our reference measurements and suitable for extended reasoning sessions and multi-turn agent workflows..

Why does GPT-6 Sol cost more than most alternatives?↓

GPT-6 Sol sits in the premium tier at $2.00 per 1M tokens - cheaper than only 78% of priced models we track. That pricing buys frontier-tier benchmark results; the cost-per-solved-task math in our best-coding-LLM guide shows when it pays off.

What is GPT-6 Sol best at?↓

GPT-6 Sol is strongest in High-performance autonomous engineering with 84.8% on SWE-bench and 85.5% on Terminal-Bench; Exceptional 126 tps inference throughput with a 1.05M token context window; Economical $2.00/1M input pricing for frontier-tier reasoning and agentic execution. Full pillar-by-pillar numbers are in the benchmark tables above.

What should you watch out for with GPT-6 Sol?↓

Known trade-offs include: Subject to standard OpenAI API organization tier rate limits. Weigh these against the strengths above for your specific workload.