DeepSeek V4 Pro 0423 vs Qwen3.5 397B A17B

API pricing, context window and capabilities for DeepSeek V4 Pro 0423 and Qwen3.5 397B A17B, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.

Verdict

computed from the published numbers

DeepSeek V4 Pro 0423 wins on Terminal-Bench, on intelligence and on context window.

Price
Tied
Terminal-Bench
DeepSeek V4 Pro 0423
Intelligence
DeepSeek V4 Pro 0423
Context window
DeepSeek V4 Pro 0423

Key takeaways

who wins on what, from the published numbers

DeepSeek V4 Pro 0423 wins

  • Cheaper output ($0.87 vs $0.986 /1M)
  • Larger context window (1M vs 262K)
  • Higher max output (1M vs 262K)
  • More serving providers (16 vs 7)

Qwen3.5 397B A17B wins

  • Cheaper input ($0.435 vs $0.164 /1M)
  • Supports vision
  • Has web search
Cheaper overall
Qwen3.5 397B A17B
$0.164 + $0.986 /1M
Larger context
DeepSeek V4 Pro 0423
1M
More providers
DeepSeek V4 Pro 0423
16 providers

Pricing & specs

cheapest listed route · per 1M tokens
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments can be materially lower.
DeepSeek V4 Pro 0423Qwen3.5 397B A17B
Input $/1M$0.435via Tencent $0.164via Aihubmix best
Output $/1M$0.87via Tencent best$0.986via Aihubmix
Context window1M best262K
Max output1M best262K
Serving providers16 best7
DateReleased Apr 24, 2026 Released Feb 16, 2026

Benchmarks

Benchmark scores, side by side
DeepSeek V4 Pro 0423Qwen3.5 397B A17B
Intelligence30.4 best18.4
Terminal-Bench65% best51%
GPQA Diamond89% 89%
Output speed100 t/s best56 t/s
Latency (TTFT)1.64s best2.44s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
DeepSeek V4 Pro 0423
via Tencent
$3.04
Qwen3.5 397B A17B
via Aihubmix
$1.81

Capabilities

feature support, side by side
FeatureDeepSeek V4 Pro 0423Qwen3.5 397B A17B
Vision—✓
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching✓✓
Structured output✓✓
Web search—✓

Related comparisons

Frequently asked questions

Which is cheaper, DeepSeek V4 Pro 0423 or Qwen3.5 397B A17B?
Qwen3.5 397B A17B is cheaper for input ($0.435 vs $0.164 per 1M tokens) from Aihubmix. DeepSeek V4 Pro 0423 is cheaper for output ($0.87 vs $0.986 per 1M tokens) from Tencent.
What is the context window difference between DeepSeek V4 Pro 0423 and Qwen3.5 397B A17B?
DeepSeek V4 Pro 0423 has a 1M-token context window and Qwen3.5 397B A17B has 262K tokens, so DeepSeek V4 Pro 0423 can take a larger prompt.
How do DeepSeek V4 Pro 0423 and Qwen3.5 397B A17B compare on benchmarks?
On the tracked benchmarks, DeepSeek V4 Pro 0423 leads on Terminal-Bench, and DeepSeek V4 Pro 0423 leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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