BenchLeader

Grok 4.20 Multi-Agent vs Qwen3 8

Verdict
  • Qwen3 8 (max) leads on quality: 66.5 vs 59.2.
  • Qwen3 8 (max) is stronger in coding, human preference, maths, multimodal, reasoning, agents & tools, composite, knowledge, long context.
  • Grok 4.20 Multi-Agent is 1.7× cheaper ($1.56 vs $2.67 per 1M blended).
  • Grok 4.20 Multi-Agent streams 7.7× faster (304 vs 40 tokens per second).
MetricGrok 4.20 Multi-AgentQwen3 8 (max)
BenchLeader Index59.266.5
Coding score65.566.6
Human preference score67.068.3
Maths score64.467.1
Multimodal score60.467.4
Reasoning score65.976.2
Agents & tools score68.2
Composite score74.1
Knowledge score63.5
Long context score66.6
Blended price $/M$1.56$2.67
Output speed304 tok/s40 tok/s
Time to first answer9.9 s54.3 s
Context window1M1M
SciCode52.9%
ProofBench58.0%
Epoch Capabilities Index156.6
LMArena Text14701481
LMArena Hard Prompts14831503
LMArena Coding15081522
LMArena WebDev1671
LMArena Vision12601315
LMArena Agent3.3
LiveBench78.5%
LiveBench Reasoning88.2%
LiveBench Coding72.9%
LiveBench Agentic Coding64.7%
LiveBench Mathematics91.3%
LiveBench Data Analysis78.4%
LiveBench Language79.7%
LiveBench Instruction Following74.1%
AA Intelligence Index45.4
AA-LCR80.3%
MMMU-Pro82.8%
AA-Omniscience12.0
GPQA Diamond (AA)92.8%
Humanity's Last Exam (AA)43.1%
SciCode (AA)53.2%
LiveCodeBench87.8%
MMLU-Pro88.6%
IOI68.9%
LegalBench83.6%
CorpFin65.8%
TaxEval75.5%
Terminal-Bench 2.1 (Vals)67.4%
SWE-bench (Vals)85.6%
GPQA Diamond (Vals)93.7%
Vals Index51.8
CritPt20.0%
GDPval (AA)58.4%
τ²-Bench Banking (AA)51.3%
Code Migration24.0%
Excel Modeling Benchmark60.1%
Finance Agent v250.6%
Harvey's Legal Agent Benchmark10.4%
Legal Research Bench47.6%
MedCode40.7%
MedScribe85.0%
MMMU-Pro (Vals)88.0%
MortgageTax64.0%
MysteryMechanism23.9%
ProgramBench0.0%
Public Benefits Bench67.1%
SAGE51.3%
SkillsBench42.0%
Tax Agent Bench66.0%
Terminal-Bench 4.0 (Vals)24.8%
Terminal-Bench Science1.4%
Vals Multimodal Index65.4%
Vibe Code Bench 1-10012.8%
Vibe Code Bench v1.164.7%
LMArena Maths14531498
LMArena Creative Writing14481472
LMArena Instruction Following14431477
LMArena Multi-turn14731495
LMArena Longer Queries14571492
LMArena Search1205

Data as of 2026-09-21. Best configuration of each model; every score links to its source on the model pages.

Grok 4.20 Multi-Agent vs Qwen3 8: questions

Is Grok 4.20 Multi-Agent better than Qwen3 8?
Qwen3 8 (max) leads on quality: 66.5 vs 59.2. The BenchLeader Index combines every independent quality benchmark; Qwen3 8 (max) is ahead overall as of 2026-09-21, but check the category scores for your use.
Is Grok 4.20 Multi-Agent better than Qwen3 8 for coding?
Qwen3 8 scores higher in coding (67 vs 66 on the category index, where 50 is average).
Which is cheaper, Grok 4.20 Multi-Agent or Qwen3 8?
Grok 4.20 Multi-Agent is cheaper: $1.56 against $2.67 per million tokens, blended at three input tokens per output token.
Which is faster, Grok 4.20 Multi-Agent or Qwen3 8?
Grok 4.20 Multi-Agent streams faster: 304 against 40 output tokens per second.
Which has the larger context window?
Both accept 1M tokens of context.