OpenAIproprietary
Released: 2026-07-09

GPT-5.6 Sol

OpenAI flagship Sol model with advanced reasoning controls, leading cybersecurity analysis, and ultra-high-effort test-time verification.

Intelligence Index
95.5/ 100
Calibrated multi-domain composite
Throughput Speed
62tok/sec
Output streaming throughput
Time To First Token
420ms
Initial chunk server latency
LiveBench Contam-Free
82.8%
September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets
Logical Reasoning88.0%
Coding & Repo Repair84.1%
Mathematics (AIME)87.5%
Data Analysis & Tables80.1%
Language & Comprehension77.0%
Instruction Following80.0%

Sourced Benchmark Evaluations (3)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-2Nearing Saturation74.9%
75
2026-08-06independentSource ↗
SWE-bench VerifiedSaturated63.8%
25
2026-07-18independentSource ↗
IFEvalDeprecated80%
25
2026-07-13independentSource ↗
OpenAI Compatible API ExecutionAPI Ready
from openai import OpenAI

client = OpenAI()
response = client.chat.completions.create(
    model="gpt-5-6-sol",
    messages=[{"role": "user", "content": "Evaluate multi-step logic problem"}],
    temperature=0.2
)
print(response.choices[0].message.content)

Evaluation & Sourcing Notes

Scores listed for GPT-5.6 Sol represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.