BenchLeader

DeepSeek V4.1 Flash vs GLM-5.3-Flash

Verdict
  • GLM-5.3-Flash leads on quality: 63.9 vs 61.9.
  • DeepSeek V4.1 Flash (max) is stronger in coding, composite, long context.
  • GLM-5.3-Flash is stronger in agents & tools, knowledge, multimodal, reasoning, human preference, maths.
  • GLM-5.3-Flash is 2.2× cheaper ($0.119 vs $0.262 per 1M blended).
  • DeepSeek V4.1 Flash (max) streams 2.2× faster (215 vs 98 tokens per second).
MetricDeepSeek V4.1 Flash (max)GLM-5.3-Flash
BenchLeader Index61.963.9
Agents & tools score59.668.0
Coding score68.964.0
Composite score74.561.7
Knowledge score61.767.8
Long context score68.566.5
Multimodal score61.465.3
Reasoning score69.570.3
Human preference score67.6
Maths score71.0
Blended price $/M$0.262$0.119
Output speed215 tok/s98 tok/s
Time to first answer10.5 s22.9 s
Context window1M1M
SciCode46.1%
Epoch Capabilities Index151.4
LMArena Text1475
LMArena Hard Prompts1498
LMArena Coding1525
LMArena WebDev16141607
LMArena Vision1299
LMArena Agent4.91.1
LiveBench81.1%71.6%
LiveBench Reasoning86.7%77.6%
LiveBench Coding80.0%79.0%
LiveBench Agentic Coding77.3%56.8%
LiveBench Mathematics93.3%81.2%
LiveBench Data Analysis79.3%76.4%
LiveBench Language81.2%77.3%
LiveBench Instruction Following70.0%52.8%
AA Intelligence Index39.541.9
AA-LCR84.0%80.0%
MMMU-Pro77.0%
AA-Omniscience-5.37.5
GPQA Diamond (AA)91.2%
Humanity's Last Exam (AA)39.3%39.9%
SciCode (AA)51.9%51.6%
CritPt14.3%15.4%
GDPval (AA)56.6%57.8%
τ²-Bench Banking (AA)47.2%
LMArena Maths1513
LMArena Creative Writing1435
LMArena Instruction Following1471
LMArena Multi-turn1475
LMArena Longer Queries1476

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 GLM-5.3-Flash: questions

Is DeepSeek V4.1 Flash better than GLM-5.3-Flash?
GLM-5.3-Flash leads on quality: 63.9 vs 61.9. The BenchLeader Index combines every independent quality benchmark; GLM-5.3-Flash is ahead overall as of 2026-09-19, but check the category scores for your use.
Is DeepSeek V4.1 Flash better than GLM-5.3-Flash for coding?
DeepSeek V4.1 Flash scores higher in coding (69 vs 64 on the category index, where 50 is average).
Is DeepSeek V4.1 Flash better than GLM-5.3-Flash for agentic tasks?
GLM-5.3-Flash scores higher in agentic tasks (68 vs 60 on the category index, where 50 is average).
Which is cheaper, DeepSeek V4.1 Flash or GLM-5.3-Flash?
GLM-5.3-Flash is cheaper: $0.119 against $0.262 per million tokens, blended at three input tokens per output token.
Which is faster, DeepSeek V4.1 Flash or GLM-5.3-Flash?
DeepSeek V4.1 Flash streams faster: 215 against 98 output tokens per second.
Which has the larger context window?
Both accept 1M tokens of context.