BenchLeader

Grok 4 vs Qwen3 8

Verdict
  • Qwen3 8 (max) leads on quality: 62.6 vs 59.8.
  • Grok 4 is stronger in instruction following, long context.
  • Qwen3 8 (max) is stronger in agents & tools, coding, human preference, knowledge, maths, multimodal, reasoning, composite.
  • Grok 4 is 1.7× cheaper ($1.56 vs $2.67 per 1M blended).
MetricGrok 4Qwen3 8 (max)
BenchLeader Index59.862.6
Agents & tools score53.456.0
Coding score61.266.5
Human preference score59.868.4
Instruction following score67.7
Knowledge score56.061.4
Long context score77.763.1
Maths score58.062.4
Multimodal score54.566.8
Reasoning score58.368.3
Composite score67.5
Blended price $/M$1.56$2.67
Output speed40 tok/s
Time to first answer53.0 s
Context window256k1M
GPQA Diamond87.0%
OTIS Mock AIME84.0%
Terminal-Bench27.2%
SimpleBench60.5%
Fiction.LiveBench 120k96.9%
SciCode52.9%
Cybench43.0%
WeirdML45.7%
APEX-Agents15.2%
ProofBench58.0%
Epoch Capabilities Index146.4156.6
LMArena Text14111481
LMArena Hard Prompts14201504
LMArena Coding14351522
LMArena WebDev1671
LMArena Vision12101313
LMArena Agent4
LiveBench78.5%
LiveBench Reasoning88.2%
LiveBench Coding72.9%
LiveBench Agentic Coding64.7%
LiveBench Mathematics91.3%
LiveBench Data Analysis78.4%
LiveBench Language79.7%
AA Intelligence Index40.3
AA-LCR78.3%
MMMU-Pro82.3%
AA-Omniscience3.4
GPQA Diamond (AA)92.7%
Humanity's Last Exam (AA)43.0%
SciCode (AA)53.2%
AIME (Vals)90.6%
LiveCodeBench83.3%87.8%
MMLU-Pro85.3%88.6%
IOI68.9%
LegalBench83.2%83.6%
CorpFin66.0%65.8%
TaxEval65.1%75.5%
MedQA92.5%
MGSM90.9%
Terminal-Bench 2.1 (Vals)67.4%
SWE-bench (Vals)57.8%85.6%
GPQA Diamond (Vals)88.1%93.7%
Vals Index51.8
IMO 202521.4%
MathArena Apex2.1%
Kagi LLM Benchmark73.6%
IFEval (HELM)94.9%
Omni-MATH (HELM)60.3%
WildBench (HELM)79.7%
MMLU-Pro (HELM)85.1%
GPQA Diamond (HELM)72.6%
HELM Capabilities mean78.5%
Aider Polyglot79.6%
ARC-AGI-179.6%
ARC-AGI-229.4%
BFCL Overall63.0%

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

Grok 4 vs Qwen3 8: questions

Is Grok 4 better than Qwen3 8?
Qwen3 8 (max) leads on quality: 62.6 vs 59.8. The BenchLeader Index combines every independent quality benchmark; Qwen3 8 (max) is ahead overall as of 2026-09-13, but check the category scores for your use.
Is Grok 4 better than Qwen3 8 for coding?
Qwen3 8 scores higher in coding (67 vs 61 on the category index, where 50 is average).
Is Grok 4 better than Qwen3 8 for agentic tasks?
Qwen3 8 scores higher in agentic tasks (56 vs 53 on the category index, where 50 is average).
Which is cheaper, Grok 4 or Qwen3 8?
Grok 4 is cheaper: $1.56 against $2.67 per million tokens, blended at three input tokens per output token.
Which has the larger context window?
Qwen3 8 accepts more context: 1M against 256k tokens.