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Compare / head-to-head

DeepSeek V4.1 FlashvsQwen3.5 397B-A17B

DeepSeek V4.1 Flash leads 1 of 1 shared benchmark. DeepSeek V4.1 Flash is 2.9x cheaper per token. DeepSeek V4.1 Flash has the larger context window (1M tokens).

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

Shared benchmarks
1 – 0
DeepSeek V4.1 Flash leads
Cheaper per token
DeepSeek V4.1 Flash
2.9x cheaper, input + output
Larger context
DeepSeek V4.1 Flash
1M tokens
Provider uptime (30d)
100% · —
DeepSeek · Qwen
DeepSeek V4.1 Flash
DeepSeek · released 2026-09-10
textvision
Context
1M
Max out
384K
Input /1M
$0.14
Output /1M
$0.28
Cached /1M
$0.003
Scores
3 · 1 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 V4.1 FlashQwen3.5 397B-A17BΔEdge
Reported by both · 1
GPQA Diamond90.9% 88.4% +2.5 ptDeepSeek V4.1 Flash
Only DeepSeek V4.1 Flash reports · 2
DeepSWE v1.174.2% not reported
Terminal-Bench 2.190.6% not reported
Only Qwen3.5 397B-A17B reports · 6
SWE-bench Verifiednot reported76.4%
MMLU-Pronot reported87.8%
AIME 2026not reported94.2% matharena
LMArena Elonot reported1438.3
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported29.5% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported88.9% 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 V4.1 Flash 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 V4.1 FlashQwen3.5 397B-A17BEdge
Context window1M tokens262K tokensDeepSeek V4.1 Flash
Max output384K tokens
Input price / 1M$0.14 $0.172 DeepSeek V4.1 Flash
Output price / 1M$0.28 $1.03 DeepSeek V4.1 Flash
Cached input / 1M$0.003
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.42$1.2DeepSeek V4.1 Flash
Modalitiestext · visiontext · visionTie
Released2026-09-102026-02-15
Cited benchmark scores38
Reliability

Provider status

All providers
More matchups

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Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek V4.1 Flash and Qwen3.5 397B-A17B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.