Compare / head-to-head
GPT-5.4 nanovsQwen3.5 397B-A17B
Qwen3.5 397B-A17B leads 2 of 3 shared benchmarks. Qwen3.5 397B-A17B is 1.2x cheaper per token. GPT-5.4 nano has the larger context window (400K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 2
Qwen3.5 397B-A17B leads
Cheaper per token
Qwen3.5 397B-A17B
1.2x cheaper, input + output
Larger context
GPT-5.4 nano
400K tokens
Provider uptime (30d)
94.2446% · —
OpenAI · Qwen
GPT-5.4 nano
OpenAI · released 2026-03-17
textvision
Qwen3.5 397B-A17B
Qwen · released 2026-02-15
textvision
Quality
Benchmark matrix
3 shared · 6 only GPT-5.4 nano · 4 only Qwen3.5 397B-A17B| Benchmark | GPT-5.4 nano | Qwen3.5 397B-A17B | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 3 | ||||
| GPQA Diamond | 82.8% ↗ | 88.4% ↗ | -5.6 pt | Qwen3.5 397B-A17B |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 44.9% ↗epoch | 29.5% ↗epoch | +15.4 pt | GPT-5.4 nano |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 87.8% ↗epoch | 88.9% ↗epoch | -1.1 pt | Qwen3.5 397B-A17B |
| Only GPT-5.4 nano reports · 6 | ||||
| FrontierMath Tier 4 v2 (Epoch AI run) | 12.2% ↗epoch | not reported | — | — |
| OSWorld-Verified | 39% ↗ | not reported | — | — |
| SimpleQA Verified | 11.7% ↗epoch | not reported | — | — |
| SWE-Bench Pro | 52.4% ↗ | not reported | — | — |
| Terminal-Bench 2.0 | 46.3% ↗ | not reported | — | — |
| Toolathlon | 35.5% ↗ | not reported | — | — |
| Only Qwen3.5 397B-A17B reports · 4 | ||||
| SWE-bench Verified | not reported | 76.4% ↗ | — | — |
| MMLU-Pro | not reported | 87.8% ↗ | — | — |
| AIME 2026 | not reported | 94.2% ↗matharena ⚠ | — | — |
| LMArena Elo | not reported | 1438.3 ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-5.4 nano minus Qwen3.5 397B-A17B in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | GPT-5.4 nano | Qwen3.5 397B-A17B | Edge |
|---|---|---|---|
| Context window | 400K tokens | 262K tokens | GPT-5.4 nano |
| Max output | 128K tokens | — | — |
| Input price / 1M | $0.2 ↗ | $0.172 ↗ | Qwen3.5 397B-A17B |
| Output price / 1M | $1.25 ↗ | $1.03 ↗ | Qwen3.5 397B-A17B |
| Cached input / 1M | $0.02 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $1.45 | $1.2 | Qwen3.5 397B-A17B |
| Modalities | text · vision | text · vision | Tie |
| Released | 2026-03-17 | 2026-02-15 | — |
| Cited benchmark scores | 10 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
GPT-5.4 nano vs …
Models sharing the most benchmarksMore matchups
Qwen3.5 397B-A17B vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GPT-5.4 nano and Qwen3.5 397B-A17B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.