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#118

GPT-6 Luna

OpenAI Release: 2026-09-23 Tested on: 2026-09-30 23:20 openai/gpt-6-luna::high
~400B total (~17B active)MoEClosedEstimated

Summary

GPT-6 Luna scores 7.7 on AI BENCHY and ranks #118. It has 10.0 reliability, a 73.9% pass rate, $0.074 total cost, and 20.37s average response time.

What makes GPT-6 Luna unique: It stands out most in Domain specific, where it ranks #1, while Instructions following is its weakest area at #14.

Model facts

Researched on 2026-09-23

Estimated
Parameters
~400B total (~17B active)
Architecture
MoE
Availability
Closed
License
-

Best estimate from public evidence; the vendor did not disclose every value. Vendor does not disclose parameter counts or architecture. Low-confidence catalog estimate carries forward the prior openai/gpt-5.6-luna family estimate; the linked announcement establishes identity and availability, not these counts.

Score

7.7

Consistency

8.7

Total Output Tokens

101,587

Total Input Tokens

229,986

Input Price

$0.100 / 1M

Output Price

$0.500 / 1M

Cache Read Price

$0.010 / 1M

Cache Write Price

$0.125 / 1M

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Tests Correct

Wrong Tests: 8

Attempt pass rate: 73.9%

Flaky tests

4

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

20.37s

Response Time (max): 106.93s

Response Time (total): 468.52s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#118 GPT-6 Luna

high
Cost
$0.003
Time
49.2s
Tokens
5,231 tok

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price Cache Read Price Cache Write Price
2026-10-01 18:33 $0.100 / 1M $0.500 / 1M $0.010 / 1M $0.125 / 1M

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

Category Breakdown

Category Score Consistency Tests Correct
Agentic 5.2 3.2
Anti-AI Tricks 10.0 10.0
Coding 7.8 7.4
Combined 10.0 10.0
Data parsing and extraction 10.0 10.0
Domain specific 5.9 7.2
General Intelligence 5.1 10.0
Instructions following 8.4 6.9
Puzzle Solving 7.8 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

Compared models