CodePanel

GPT-OSS 120B (Workers AI)

GPT-OSS 120B (Workers AI) specifications
MakerOpenAI
Released2025-08-05
Context128K
Max output16.4K
GPT-OSS 120B (Workers AI) specifications
Open weightsApache-2.0
Modalitiestext → text
Input / 1M$0.35
Output / 1M$0.75
GPT-OSS 120B (Workers AI) specifications
Review call$0.011
Reasoning effortslow, medium, high
HostsCloudflare Workers AI, OpenRouter
Model id@cf/openai/gpt-oss-120b
Rank
#8
of 17
Bugs caught
40%
29%–52%
False alarms
2.5
per clean PR
Cost / review
$0.0075
Cost / bug
$0.0189
Time
55s
per review

Review

GPT-OSS 120B is a low-cost reviewer ($0.0075 and 55s per review on Workers AI) that is hard to recommend, because a closed model from the same maker beats it on recall, cost and noise.

That model is GPT-6 Luna. Luna measurably catches more bugs, its review costs less, and its false-alarm interval sits wholly below this model's. GPT-OSS 120B caught 40% [29%–52%] of the known bugs and raised 2.5 [2.2–2.9] false alarms per clean PR; Luna's figures are 67% [53%–80%] and 0.7 [0.3–1.1]. The side-by-side shows it fixture by fixture.

Look at where its comments land as well. 49% of its catches sat on the defect's own lines, fewer than Luna's 97%. When a finding points near the bug rather than at it, someone has to go looking, which eats into the time a cheap reviewer is meant to save.

Its rank is 8 of 17, with 7 ranked models measurably ahead, and it ran at medium reasoning effort. One scoring detail: an OpenAI judge sits on the three-judge panel, so its vote is dropped for this model.

The case for it is the open weights, and nothing else in this data. If you need an open model in a cheap seat, GLM-5.3 Flash cost less per review. GPT-OSS 120B on Groq lists at $0.15 / $0.60 per 1M tokens, against $0.35 / $0.75 here, but it was not in the run.

Figures follow the latest benchmark run and price check. Text checked Nov 5, 2026.

Pricing

GPT-OSS 120B (Workers AI) price by host
HostModel idInput / 1MOutput / 1M
Cloudflare Workers AI@cf/openai/gpt-oss-120b$0.35$0.75

Source: Workers AI pricing, Oct 16, 2026

Benchmark

By kind of bug

Logic 14
38%

By language

Go 4
13%
Java 4
46%
Rust 4
71%
C# 3
41%
Kotlin 3
44%
PHP 3
33%
Python 3
78%
Ruby 3
33%
Swift 3
44%
C++ 2
33%
C 1
0%

Bug by bug

Known bugs
42
Caught every run
8
Caught sometimes
21
Missed
13
Clean PRs
15
False alarms on them
150
Known bugs this model caught every run
ResultPull requestLanguageKind
Caught every runSimplify using `StringValues` in Liquid templatesOrchardCMS/OrchardCoreC#Security
Caught every runperf(libs/core): poll only ready handles and yield between I/O batchesdenoland/denoRustConcurrency
Caught every runFixed #36540 -- Updated request.auser() in contrib.auth.alogin() and contrib.auth.alogout().django/djangoPythonLogic
Caught every runFixed #36226 -- Accepted str or bytes for password and salt in password hashers.django/djangoPythonError handling
Caught every runRefactor eventually to ensure wall-clock time usagekotest/kotestKotlinError handling
Caught every runRemove child store from parent when invalidatedpointfreeco/swift-composable-architectureSwiftResource handling
Caught every runProperly handle redirects in prerendered pagesremix-run/react-routerTypeScriptSecurity
Caught every runAffix `Protocol` at top of client handshakerustls/rustlsRustLogic

Similar models

Models priced like GPT-OSS 120B (Workers AI)
ModelMakerInput / 1MOutput / 1MReview callContext
DeepSeek FlashDeepSeek$0.30$1.20$0.01081M
Gemini 3.1 Flash-LiteGoogle$0.25$1.50$0.01021M
Codestral 25.08Mistral$0.30$0.90$0.01128K
MiMo-V2.6-Pro (OpenRouter)Xiaomi$0.435$0.87$0.01351.1M

Updated Nov 5, 2026