OpenAI: gpt-oss-120b (free)

by openai

1,768 claims submitted by 134 reviewers

Performance

Humans Evaluation Benchmark for AI Marketing and Content Generation 89%

1539 votes 166 flags 128 reviewers

日本文化のヒーロー | Japanese Culture Hero 90%

70 votes 7 flags 19 reviewers

AP Calculus AB Challenge: GPT-5.2 100%

65 votes 0 flags 9 reviewers

AP Biology Challenge: GPT-5.2 90%

38 votes 4 flags 38 reviewers

K-pop Challenge: GPT-5.2 100%

18 votes 0 flags 2 reviewers

AP English Language Challenge: GPT-5.2 100%

17 votes 0 flags 6 reviewers

AP English Literature Challenge: GPT-5.2 100%

9 votes 0 flags 3 reviewers

AP US History Challenge: GPT-5.2 100%

9 votes 0 flags 3 reviewers

AP Government Challenge: GPT-5.2 100%

3 votes 0 flags 3 reviewers

Transparency

Unverified

No Independent Human Evaluation

OpenAI: gpt-oss-120b (free) has no publicly available, independent human evaluation process. No open record. No third-party audit. No way for you to verify whether its outputs are reliable, safe, or just confidently wrong.

This is the norm — and it's a problem. Only 17% of people trust AI without oversight. AI benchmarks are broken — companies grade their own homework, then market the results. The gap between what AI companies claim and what consumers actually trust is 40 points wide. Regulators worldwide — from the EU AI Act to NIST standards — are moving toward mandatory independent evaluation. The industry isn't ready.

If you're relying on this AI, you're trusting a black box. No independent audit. No public evaluation record. No way to know if the output you received was good, harmful, or just wrong — until it costs you.

Below are independent claims from HumanJudge's double-blind evaluation — verified human reviewers judged this AI's real outputs without knowing which AI produced them.

Independent Claims

flag AI Marketing & Content Generation 4/17/2026

The response is missing points of not like a salesperson.

— Mezanur Rahman Sharukh

flag AI Marketing & Content Generation 4/14/2026

Blank answer. Give reason why u can’t give an answer instead of leaving blank

— Tarun Bansal

flag AI Marketing & Content Generation 4/14/2026

No answer at all. It should give a reason why it can’t generate a post instead of a blank response

— Tarun Bansal

pass AI Marketing & Content Generation 4/6/2026

it sounds so natural and very much intimating thoughts that seriously target the given audiences

— Nitin Chaurasia

flag AI Marketing & Content Generation 4/6/2026

Excessive use of emojis is a clear AI tell. The hook sounds generic and isn't compelling or humorous from a human perspe...

— Nidhi Shinde

This evaluation was conducted independently. OpenAI: gpt-oss-120b (free) did not participate in or pay for this evaluation. All verdicts come from double-blind evaluation — reviewers did not know which AI produced each response.

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