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#184

GPT-6 Sol

OpenAI Release: 2026-09-23 Tested on: 2026-09-30 23:19 openai/gpt-6-sol::none
~2T total (~150B active)MoEClosedEstimated
(high) (medium) (low) (none)

Summary

GPT-6 Sol scores 6.8 on AI BENCHY and ranks #184. It has 10.0 reliability, a 63.8% pass rate, $0.551 total cost, and 9.02s average response time.

What makes GPT-6 Sol unique: It stands out most in Instructions following, where it ranks #1, while Puzzle Solving is its weakest area at #13.

Model facts

Researched on 2026-09-23

Estimated
Parameters
~2T total (~150B 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-sol family estimate; the linked announcement establishes identity and availability, not these counts.

Parameter source Availability source

Score

6.8

Consistency

8.5

Reliability

10.0

Total Cost (Current Price)

$0.551

Total Output Tokens

7,989

Total Input Tokens

235,086

Input Price

$2.000 / 1M

Output Price

$10.000 / 1M

Cache Read Price

$0.200 / 1M

Cache Write Price

$2.500 / 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: 10

Attempt pass rate: 63.8%

Flaky tests

4

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

Response Time (avg)

9.02s

Response Time (max): 57.02s

Response Time (total): 207.45s

Wrong answer: 10

Hamster playing table tennis

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

#184 GPT-6 Sol

none
Cost
$0.030
Time
31.9s
Tokens
3,055 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 $2.000 / 1M $10.000 / 1M $0.200 / 1M $2.500 / 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

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Category Breakdown

Category Score Consistency Tests Correct
Agentic 5.0 10.0
Anti-AI Tricks 6.9 5.8
Coding 5.5 10.0
Combined 6.5 10.0
Data parsing and extraction 10.0 10.0
Domain specific 5.3 7.2
General Intelligence 10.0 10.0
Instructions following 10.0 10.0
Puzzle Solving 7.6 7.2
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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