ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GPT-5.4 nanovsQwen3.7-Flash

GPT-5.4 nano leads 3 of 3 shared benchmarks. Qwen3.7-Flash is 10.5x cheaper per token. Qwen3.7-Flash has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
3 – 0
GPT-5.4 nano leads
Cheaper per token
Qwen3.7-Flash
10.5x cheaper, input + output
Larger context
Qwen3.7-Flash
1M tokens
Provider uptime (30d)
95.0311% · —
OpenAI · Qwen
GPT-5.4 nano
OpenAI · released 2026-03-17
textvision
Context
400K
Max out
128K
Input /1M
$0.2
Output /1M
$1.25
Cached /1M
$0.02
Scores
10 · 6 core
Qwen3.7-Flash
Qwen · released 2026-07-15
textvision
Context
1M
Max out
Input /1M
$0.028
Output /1M
$0.11
Cached /1M
Scores
3 · 3 core
Quality

Benchmark matrix

BenchmarkGPT-5.4 nanoQwen3.7-FlashΔEdge
Reported by both · 3
GPQA Diamond82.8% 82.3% epoch+0.5 ptGPT-5.4 nano
FrontierMath Tiers 1-3 v2 (Epoch AI run)44.9% epoch19.3% epoch+25.6 ptGPT-5.4 nano
OTIS Mock AIME 2024-2025 (Epoch AI run)87.8% epoch86.7% epoch+1.1 ptGPT-5.4 nano
Only GPT-5.4 nano reports · 6
FrontierMath Tier 4 v2 (Epoch AI run)12.2% epochnot reported
OSWorld-Verified39% not reported
SimpleQA Verified11.7% epochnot reported
SWE-Bench Pro52.4% not reported
Terminal-Bench 2.046.3% not reported
Toolathlon35.5% not reported
Only Qwen3.7-Flash reports · 0
Qwen3.7-Flash reports nothing GPT-5.4 nano does not.
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 Qwen3.7-Flash 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

SpecGPT-5.4 nanoQwen3.7-FlashEdge
Context window400K tokens1M tokensQwen3.7-Flash
Max output128K tokens
Input price / 1M$0.2 $0.028 Qwen3.7-Flash
Output price / 1M$1.25 $0.11 Qwen3.7-Flash
Cached input / 1M$0.02
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.45$0.138Qwen3.7-Flash
Modalitiestext · visiontext · visionTie
Released2026-03-172026-07-15
Cited benchmark scores103
Reliability

Provider status

All providers
More matchups

GPT-5.4 nano vs …

More matchups

Qwen3.7-Flash vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5.4 nano and Qwen3.7-Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.