BenchLeader

Grok 4.1 vs Kimi K3

Verdict
  • Kimi K3 leads on quality: 65.7 vs 57.4.
  • Grok 4.1 (thinking) is stronger in agents & tools, reasoning.
  • Kimi K3 is stronger in coding, human preference, knowledge, maths, multimodal, composite, long context.
  • Grok 4.1 (thinking) is 3.8× cheaper ($1.56 vs $6.00 per 1M blended).
MetricGrok 4.1 (thinking)Kimi K3
BenchLeader Index57.465.7
Agents & tools score78.367.4
Coding score47.565.0
Human preference score66.471.2
Knowledge score57.266.8
Maths score48.378.1
Multimodal score53.264.0
Reasoning score58.9
Composite score70.6
Long context score69.2
Blended price $/M$1.56$6.00
Output speed37 tok/s
Time to first answer57.9 s
Context window2M1.0M
SimpleBench56.0%
SciCode58.7%
APEX-Agents39.3%
FrontierCode44.2%
ProofBench4.0%87.0%
Epoch Capabilities Index157.6
LMArena Text1465
LMArena Hard Prompts1477
LMArena Coding1499
LMArena WebDev1240
LMArena Vision1199
LiveBench79.2%
LiveBench Reasoning90.7%
LiveBench Coding81.5%
LiveBench Agentic Coding62.2%
LiveBench Mathematics84.4%
LiveBench Data Analysis78.7%
LiveBench Language85.5%
AA Intelligence Index43.8
AA-LCR88.7%
MMMU-Pro80.5%
AA-Omniscience19.7
GPQA Diamond (AA)93.5%
Humanity's Last Exam (AA)46.9%
SciCode (AA)59.5%
AIME (Vals)91.9%
LiveCodeBench80.6%
MMLU-Pro84.2%
LegalBench82.5%86.0%
CorpFin66.0%71.6%
TaxEval73.1%75.7%
MedQA92.1%
MGSM89.5%
Terminal-Bench 2.1 (Vals)80.9%
SWE-bench (Vals)41.4%93.4%
GPQA Diamond (Vals)84.3%92.9%
Vals Index57.8
AIME 202694.2%
HMMT February 202686.4%
MathArena Apex5.2%
EQ-Bench 41339
BFCL Overall69.6%

Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.

Grok 4.1 vs Kimi K3: questions

Is Grok 4.1 better than Kimi K3?
Kimi K3 leads on quality: 65.7 vs 57.4. The BenchLeader Index combines every independent quality benchmark; Kimi K3 is ahead overall as of 2026-09-13, but check the category scores for your use.
Is Grok 4.1 better than Kimi K3 for coding?
Kimi K3 scores higher in coding (65 vs 48 on the category index, where 50 is average).
Is Grok 4.1 better than Kimi K3 for agentic tasks?
Grok 4.1 scores higher in agentic tasks (78 vs 67 on the category index, where 50 is average).
Which is cheaper, Grok 4.1 or Kimi K3?
Grok 4.1 is cheaper: $1.56 against $6.00 per million tokens, blended at three input tokens per output token.
Which has the larger context window?
Grok 4.1 accepts more context: 2M against 1.0M tokens.