GPT-5.4 minivsQwQ-32B-Preview
GPT-5.4 mini | QwQ-32B-Preview | |
|---|---|---|
| Specifications | ||
Parameters | — | 32B |
Context window | 400k | 32k |
| Benchmarks | ||
Nonsense detection BullshitBench v2Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better. | 32% | — |
Supabase coding Supabase Evals · with skillsSupabase's own open benchmark: a coding agent is dropped into a real Supabase project and asked to do real work — set up a schema, fix a broken security policy, debug an Edge Function — and every run is checked against a live Supabase stack. This is the headline number, where the agent has Supabase's own skills loaded, as most people building on Supabase would. The score is the share of scenarios it got right. Higher is better. | 78.9% | — |
Supabase coding Supabase Evals · no skillsThe same Supabase scenarios, but with none of Supabase's skills loaded — so it measures what the model already knows about building on Supabase, rather than how well it follows Supabase's supplied instructions. Higher is better. | 73.7% | — |
Browser agent BU BenchCan the AI drive a real web browser to finish tasks — clicking, filling forms, and navigating sites the way a person would? Run by Browser Use on their BU Bench task set. Higher is better. | 36% | — |
Community preference (code) Arena Elo (Code)Like the text arena, but people vote on which AI writes better code. The votes become a chess-style Elo rating on arena.ai. Higher is better. | 1398 | — |
| Overview | ||
| Company | OpenAI | Qwen |
| Release date | Mar 17 2026 | Nov 28 2024 |
| Access | Proprietary | Open Weight |
Which is better: GPT-5.4 mini or QwQ-32B-Preview?
GPT-5.4 mini and QwQ-32B-Preview don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. QwQ-32B-Preview shipped 474 days before GPT-5.4 mini, so benchmark comparisons should account for the intervening progress.
Context windows are 400k (GPT-5.4 mini) vs 32k (QwQ-32B-Preview). GPT-5.4 mini is proprietary, while QwQ-32B-Preview is open weight.
Direct benchmark comparisons are unavailable — GPT-5.4 mini and QwQ-32B-Preview don't publish scores on any of the same benchmarks.
Frequently asked questions
GPT-5.4 mini was released by OpenAI on Mar 17 2026.
QwQ-32B-Preview was released by Qwen on Nov 28 2024.
GPT-5.4 mini has a 400k context window; QwQ-32B-Preview has 32k.
GPT-5.4 mini is a proprietary model released by OpenAI. QwQ-32B-Preview is an open weight model released by Qwen.