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Compare / head-to-head

DeepSeek V3vsQwen3.5 397B-A17B

Qwen3.5 397B-A17B leads 5 of 5 shared benchmarks. Qwen3.5 397B-A17B has the larger context window (262K tokens).

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

Shared benchmarks
0 – 5
Qwen3.5 397B-A17B leads
Cheaper per token
list price, input + output
Larger context
Qwen3.5 397B-A17B
262K tokens
Provider uptime (30d)
100% · —
DeepSeek · Qwen
DeepSeek V3
DeepSeek · released 2024-12-26
text
Context
128K
Max out
8K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
Qwen3.5 397B-A17B
Qwen · released 2026-02-15
textvision
Context
262K
Max out
Input /1M
$0.172
Output /1M
$1.03
Cached /1M
Scores
8 · 7 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3Qwen3.5 397B-A17BΔEdge
Reported by both · 5
SWE-bench Verified42% 76.4% -34.4 ptQwen3.5 397B-A17B
GPQA Diamond59.1% 88.4% -29.3 ptQwen3.5 397B-A17B
MMLU-Pro75.9% 87.8% -11.9 ptQwen3.5 397B-A17B
LMArena Elo1332.4 1438.3 -105.9Qwen3.5 397B-A17B
OTIS Mock AIME 2024-2025 (Epoch AI run)15.8% epoch88.9% epoch-73.1 ptQwen3.5 397B-A17B
Only DeepSeek V3 reports · 2
MMLU88.5% not reported
AIME 202525% matharenanot reported
Only Qwen3.5 397B-A17B reports · 2
AIME 2026not reported94.2% matharena
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported29.5% epoch
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 V3 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

SpecDeepSeek V3Qwen3.5 397B-A17BEdge
Context window128K tokens262K tokensQwen3.5 397B-A17B
Max output8K tokens
Input price / 1M$0.172
Output price / 1M$1.03
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.2
Modalitiestexttext · visionQwen3.5 397B-A17B
Released2024-12-262026-02-15
Cited benchmark scores88
Reliability

Provider status

All providers
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Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek V3 and Qwen3.5 397B-A17B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.