BenchLeader

DeepSeek V4.1 Flash vs Qwen3 6

Verdict
  • Qwen3 6 (max) leads on quality: 63.3 vs 61.9.
  • DeepSeek V4.1 Flash (max) is stronger in coding, composite, long context, multimodal, reasoning.
  • Qwen3 6 (max) is stronger in agents & tools, knowledge, human preference, instruction following, maths.
  • DeepSeek V4.1 Flash (max) is 11× cheaper ($0.262 vs $2.96 per 1M blended).
  • DeepSeek V4.1 Flash (max) streams 3.4× faster (215 vs 63 tokens per second).
MetricDeepSeek V4.1 Flash (max)Qwen3 6 (max)
BenchLeader Index61.963.3
Agents & tools score59.671.9
Coding score68.958.1
Composite score74.564.9
Knowledge score61.764.0
Long context score68.566.8
Multimodal score61.4
Reasoning score69.559.1
Human preference score65.7
Instruction following score74.4
Maths score65.9
Blended price $/M$0.262$2.96
Output speed215 tok/s63 tok/s
Time to first answer10.5 s35.0 s
Context window1M246k
GPQA Diamond87.4%
OTIS Mock AIME91.1%
SWE-bench Verified (Epoch)76.7%
SimpleQA Verified52.0%
SimpleBench63.0%
Epoch Capabilities Index149.3
LMArena Text1460
LMArena Hard Prompts1482
LMArena Coding1509
LMArena WebDev16141479
LMArena Agent4.9
LiveBench81.1%
LiveBench Reasoning86.7%
LiveBench Coding80.0%
LiveBench Agentic Coding77.3%
LiveBench Mathematics93.3%
LiveBench Data Analysis79.3%
LiveBench Language81.2%
LiveBench Instruction Following70.0%
AA Intelligence Index39.528.4
IFBench76.6%
AA-LCR84.0%80.7%
MMMU-Pro77.0%
AA-Omniscience-5.39.2
Terminal-Bench Hard43.9%
GPQA Diamond (AA)88.8%
Humanity's Last Exam (AA)39.3%30.8%
SciCode (AA)51.9%
τ²-Bench Telecom (AA)95.9%
CorpFin66.5%
SWE-bench (Vals)72.8%
CritPt14.3%3.7%
GDPval (AA)56.6%
CaseLaw v247.9%
Terminal-Bench 2.0 (Vals)51.7%
LMArena Maths1475
LMArena Creative Writing1438
LMArena Instruction Following1449
LMArena Multi-turn1469
LMArena Longer Queries1474
Chess Puzzles20.0%
LMCA42.5%
DTBench87.2%
Vending-Bench 24254.2

Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.

DeepSeek V4.1 Flash vs Qwen3 6: questions

Is DeepSeek V4.1 Flash better than Qwen3 6?
Qwen3 6 (max) leads on quality: 63.3 vs 61.9. The BenchLeader Index combines every independent quality benchmark; Qwen3 6 (max) is ahead overall as of 2026-09-19, but check the category scores for your use.
Is DeepSeek V4.1 Flash better than Qwen3 6 for coding?
DeepSeek V4.1 Flash scores higher in coding (69 vs 58 on the category index, where 50 is average).
Is DeepSeek V4.1 Flash better than Qwen3 6 for agentic tasks?
Qwen3 6 scores higher in agentic tasks (72 vs 60 on the category index, where 50 is average).
Which is cheaper, DeepSeek V4.1 Flash or Qwen3 6?
DeepSeek V4.1 Flash is cheaper: $0.262 against $2.96 per million tokens, blended at three input tokens per output token.
Which is faster, DeepSeek V4.1 Flash or Qwen3 6?
DeepSeek V4.1 Flash streams faster: 215 against 63 output tokens per second.
Which has the larger context window?
DeepSeek V4.1 Flash accepts more context: 1M against 246k tokens.