Compare / head-to-head
DeepSeek V4 ProvsQwen3.5 397B-A17B
DeepSeek V4 Pro leads 5 of 5 shared benchmarks. Qwen3.5 397B-A17B is 1.1x cheaper per token. DeepSeek V4 Pro has the larger context window (1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
5 – 0
DeepSeek V4 Pro leads
Cheaper per token
Qwen3.5 397B-A17B
1.1x cheaper, input + output
Larger context
DeepSeek V4 Pro
1M tokens
Provider uptime (30d)
100% · —
DeepSeek · Qwen
DeepSeek V4 Pro
DeepSeek · released 2026-08-13
text
Qwen3.5 397B-A17B
Qwen · released 2026-02-15
textvision
Quality
Benchmark matrix
5 shared · 6 only DeepSeek V4 Pro · 2 only Qwen3.5 397B-A17B| Benchmark | DeepSeek V4 Pro | Qwen3.5 397B-A17B | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 5 | ||||
| GPQA Diamond | 90.9% ↗epoch | 88.4% ↗ | +2.5 pt | DeepSeek V4 Pro |
| AIME 2026 | 96.7% ↗matharena ⚠ | 94.2% ↗matharena ⚠ | +2.5 pt | DeepSeek V4 Pro |
| LMArena Elo | 1450.6 ↗ | 1438.3 ↗ | +12.3 | DeepSeek V4 Pro |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 45.3% ↗epoch | 29.5% ↗epoch | +15.8 pt | DeepSeek V4 Pro |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 96.7% ↗epoch | 88.9% ↗epoch | +7.8 pt | DeepSeek V4 Pro |
| Only DeepSeek V4 Pro reports · 6 | ||||
| DeepSWE v1.1 | 62.7% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 2.4% ↗epoch | not reported | — | — |
| Humanity's Last Exam (with tools) | 60% ↗ | not reported | — | — |
| SimpleQA Verified | 47% ↗epoch | not reported | — | — |
| SWE-bench Verified (Epoch AI run) | 77.6% ↗epoch | not reported | — | — |
| Terminal-Bench 2.1 | 87.9% ↗ | not reported | — | — |
| Only Qwen3.5 397B-A17B reports · 2 | ||||
| SWE-bench Verified | not reported | 76.4% ↗ | — | — |
| MMLU-Pro | not reported | 87.8% ↗ | — | — |
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 DeepSeek V4 Pro 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 | DeepSeek V4 Pro | Qwen3.5 397B-A17B | Edge |
|---|---|---|---|
| Context window | 1M tokens | 262K tokens | DeepSeek V4 Pro |
| Max output | 384K tokens | — | — |
| Input price / 1M | $0.435 ↗ | $0.172 ↗ | Qwen3.5 397B-A17B |
| Output price / 1M | $0.87 ↗ | $1.03 ↗ | DeepSeek V4 Pro |
| Cached input / 1M | $0.004 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $1.31 | $1.2 | Qwen3.5 397B-A17B |
| Modalities | text | text · vision | Qwen3.5 397B-A17B |
| Released | 2026-08-13 | 2026-02-15 | — |
| Cited benchmark scores | 11 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
DeepSeek V4 Pro 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 DeepSeek V4 Pro and Qwen3.5 397B-A17B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.