BenchLeader

Kimi K3 vs Qwen3.8-Flash-Next

Verdict
  • Kimi K3 leads on quality: 66.5 vs 59.1.
  • Kimi K3 is stronger in agents & tools, composite, human preference, knowledge, long context, maths, multimodal.
  • Qwen3.8-Flash-Next is stronger in coding.
  • Qwen3.8-Flash-Next is 26× cheaper ($0.230 vs $6.00 per 1M blended).
  • Qwen3.8-Flash-Next streams 1.4× faster (54 vs 38 tokens per second).
MetricKimi K3Qwen3.8-Flash-Next
BenchLeader Index66.559.1
Agents & tools score67.449.4
Coding score65.070.8
Composite score74.267.3
Human preference score71.2
Knowledge score68.259.5
Long context score71.166.4
Maths score78.1
Multimodal score65.064.3
Blended price $/M$6.00$0.230
Output speed38 tok/s54 tok/s
Time to first answer56.3 s39.9 s
Context window1.0M256k
SciCode58.7%
APEX-Agents39.3%
FrontierCode44.2%
ProofBench87.0%
Epoch Capabilities Index157.6
LMArena WebDev1631
LMArena Agent0.8
LiveBench79.2%76.2%
LiveBench Reasoning90.7%87.4%
LiveBench Coding81.5%72.5%
LiveBench Agentic Coding62.2%61.6%
LiveBench Mathematics84.4%85.8%
LiveBench Data Analysis78.7%74.2%
LiveBench Language85.5%74.6%
AA Intelligence Index43.839.9
AA-LCR88.7%79.7%
MMMU-Pro80.5%79.8%
AA-Omniscience19.7-9.7
GPQA Diamond (AA)93.5%92.3%
Humanity's Last Exam (AA)46.9%38.0%
SciCode (AA)59.5%50.6%
LegalBench86.0%
CorpFin71.6%
TaxEval75.7%
Terminal-Bench 2.1 (Vals)80.9%
SWE-bench (Vals)93.4%
GPQA Diamond (Vals)92.9%
Vals Index57.8
EQ-Bench 41339

Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

Kimi K3 vs Qwen3.8-Flash-Next: questions

Is Kimi K3 better than Qwen3.8-Flash-Next?
Kimi K3 leads on quality: 66.5 vs 59.1. The BenchLeader Index combines every independent quality benchmark; Kimi K3 is ahead overall as of 2026-09-10, but check the category scores for your use.
Is Kimi K3 better than Qwen3.8-Flash-Next for coding?
Qwen3.8-Flash-Next scores higher in coding (71 vs 65 on the category index, where 50 is average).
Is Kimi K3 better than Qwen3.8-Flash-Next for agentic tasks?
Kimi K3 scores higher in agentic tasks (67 vs 49 on the category index, where 50 is average).
Which is cheaper, Kimi K3 or Qwen3.8-Flash-Next?
Qwen3.8-Flash-Next is cheaper: $0.230 against $6.00 per million tokens, blended at three input tokens per output token.
Which is faster, Kimi K3 or Qwen3.8-Flash-Next?
Qwen3.8-Flash-Next streams faster: 54 against 38 output tokens per second.
Which has the larger context window?
Kimi K3 accepts more context: 1.0M against 256k tokens.