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OpenAI / GPT-5.6

GPT-5.6 Luna

Version gpt-5.6-luna · Released 2026-07-09 · Available

Compare this model ↗
Insufficient verified data73% coverage

Explore OpenAI history →

Coding70
Reasoning51
Math67
Research—
Agents20
Multimodal—
Speed—
Value50

01 / EVIDENCE

Benchmark breakdown

BenchmarkVersionMethodConfigurationResultTest dateVerifiedSource typeSource
ARC-AGI-3 Semi-Private Standard harness best effort3 Semi-PrivateARC Prize Standard harness; best published effort per model—0.18 %2026-09-292026-09-29benchmark maintainerView source ↗
LiveBench code_completion2026-06-25Public table; published model effort variantgpt-5.6-luna-max86.957 %not published2026-09-30benchmark maintainerView source ↗
LiveBench code_generation2026-06-25Public table; published model effort variantgpt-5.6-luna-max78.873 %not published2026-09-30benchmark maintainerView source ↗
LiveBench javascript2026-06-25Public table; published model effort variantgpt-5.6-luna-max63.636 %not published2026-09-30benchmark maintainerView source ↗
LiveBench AMPS_Hard2026-06-25Public table; published model effort variantgpt-5.6-luna-max98 %not published2026-09-30benchmark maintainerView source ↗
LiveBench olympiad2026-06-25Public table; published model effort variantgpt-5.6-luna-max88.646 %not published2026-09-30benchmark maintainerView source ↗
LiveBench theory_of_mind2026-06-25Public table; published model effort variantgpt-5.6-luna-max73.077 %not published2026-09-30benchmark maintainerView source ↗
LiveBench zebra_puzzle2026-06-25Public table; published model effort variantgpt-5.6-luna-max93.5 %not published2026-09-30benchmark maintainerView source ↗

02 / COST

Price & speed

Input / 1M tokens $0.20

Output / 1M tokens $1.20

Cached input / 1M —

Batch input / 1M —

Batch output / 1M —

Speed No comparable observation yet

Price verified 2026-09-29

Price scope Standard short-context token rate; long-context and service tiers differ

Price source Official pricing ↗

02A / PERFORMANCE

Measured speed

No sourced speed measurement at a stated effort level yet.

03 / PROFILE

Capabilities

tool usevision

04 / CONTEXT

Strengths & limitations

Coverage: 73% · Limited evidence · 8 observations · 2 source domains (2 independent).

Why no Overall AIQuantumScore?

Qualified category evidence: coding, reasoning, math, agents. An overall score is withheld because the independent observation threshold has not been met. Evidence still missing or lacking comparable overlap: research, multimodal, speed.

See the benchmark coverage matrix →

05 / HISTORY

Version & price history

Version gpt-5.6-luna · released 2026-07-09.

2026-09-29: $0.20 input / $1.20 output per 1M tokens · Price source ↗

06 / SOURCES

Source records

DATED EVIDENCE

History

Standard API price history

2026-09-292026-09-29
  • 2026-09-29: 0.45 USD / 1M · 75% input / 25% output USD per 1M · source ↗

One observation; no trend can be inferred.

ARC-AGI-3 Semi-Private Standard harness best effort / 3 Semi-Private / %

2026-09-292026-09-29
  • 2026-09-29: 0.18 result · ARC Prize Standard harness; best published effort per model · source ↗

One observation; no trend can be inferred.

LiveBench code_completion / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 86.957 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench code_generation / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 78.873 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench javascript / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 63.636 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench AMPS_Hard / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 98 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench olympiad / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 88.646 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench theory_of_mind / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 73.077 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

LiveBench zebra_puzzle / 2026-06-25 / %

2026-09-302026-09-30
  • 2026-09-30: 93.5 result · Public table; published model effort variant · evaluation date not published; verification date shown · source ↗

One observation; no trend can be inferred.

reasoning category score history

2026-09-302026-09-30
  • 2026-09-30: 0 score · Scoring 3.0.0

One observation; no trend can be inferred.

07 / EXPLORE

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