BenchLeader

Grok 4.20 vs Qwen3 8

Verdict
  • Qwen3 8 (max) leads on quality: 66.5 vs 59.9.
  • Grok 4.20 (thinking) is stronger in instruction following.
  • Qwen3 8 (max) is stronger in agents & tools, coding, composite, human preference, knowledge, long context, maths, multimodal, reasoning.
  • Grok 4.20 (thinking) is 1.7× cheaper ($1.56 vs $2.67 per 1M blended).
  • Grok 4.20 (thinking) streams 2.6× faster (101 vs 39 tokens per second).
MetricGrok 4.20 (thinking)Qwen3 8 (max)
BenchLeader Index59.966.5
Agents & tools score51.768.3
Coding score54.766.5
Composite score61.574.3
Human preference score67.168.2
Instruction following score79.9
Knowledge score56.863.5
Long context score60.766.6
Maths score55.667.0
Multimodal score59.967.4
Reasoning score60.776.3
Blended price $/M$1.56$2.67
Output speed101 tok/s39 tok/s
Time to first answer21.4 s55.1 s
Context window1M1M
GPQA Diamond89.3%
FrontierMath Tiers 1–344.9%
FrontierMath Tier 417.1%
OTIS Mock AIME92.2%
SimpleQA Verified30.2%
SciCode52.9%
ProofBench14.0%58.0%
Epoch Capabilities Index156.6
LMArena Text14721481
LMArena Hard Prompts14881503
LMArena Coding15101522
LMArena WebDev13741671
LMArena Vision12631315
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 Index25.745.4
IFBench82.9%
AA-LCR69.0%80.3%
MMMU-Pro74.6%82.8%
AA-Omniscience14.812.0
Terminal-Bench Hard40.9%
GPQA Diamond (AA)91.1%92.8%
Humanity's Last Exam (AA)34.5%43.1%
SciCode (AA)53.2%
τ²-Bench Telecom (AA)96.5%
AIME (Vals)96.5%
LiveCodeBench84.3%87.8%
MMLU-Pro86.3%88.6%
IOI68.9%
LegalBench77.7%83.6%
CorpFin63.7%65.8%
TaxEval74.1%75.5%
MedQA94.5%
Terminal-Bench 2.1 (Vals)44.2%67.4%
SWE-bench (Vals)72.2%85.6%
GPQA Diamond (Vals)88.6%93.7%
Vals Index17.651.8
Kagi LLM Benchmark75.0%
ARC-AGI-189.5%
ARC-AGI-265.1%
ARC-AGI-30.1%
CritPt6.6%20.0%
GDPval (AA)58.2%
τ²-Bench Banking (AA)51.3%
APEX-Agents (AA)14.2%
CaseLaw v254.5%
Code Migration0.3%24.0%
Excel Modeling Benchmark11.7%60.1%
Finance Agent v228.5%50.6%
Harvey's Legal Agent Benchmark0.0%10.4%
Legal Research Bench13.9%47.6%
MedCode32.2%40.7%
MedScribe63.4%85.0%
MMMU-Pro (Vals)83.5%88.0%
MortgageTax45.4%64.0%
MysteryMechanism23.9%
ProgramBench0.0%
Public Benefits Bench67.1%
SAGE38.2%51.3%
SkillsBench42.0%
Tax Agent Bench66.0%
Terminal-Bench 2.0 (Vals)40.5%
Terminal-Bench 4.0 (Vals)24.8%
Terminal-Bench Science1.4%
Vals Multimodal Index39.1%65.4%
Vibe Code Bench 1-10012.8%
Vibe Code Bench v1.14.1%64.7%
LMArena Maths14671498
LMArena Creative Writing14461472
LMArena Instruction Following14451477
LMArena Multi-turn14801495
LMArena Longer Queries14651492
LMArena Document1439
Chess Puzzles24.0%
ForecastBench60.7%

Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.

Grok 4.20 vs Qwen3 8: questions

Is Grok 4.20 better than Qwen3 8?
Qwen3 8 (max) leads on quality: 66.5 vs 59.9. The BenchLeader Index combines every independent quality benchmark; Qwen3 8 (max) is ahead overall as of 2026-09-19, but check the category scores for your use.
Is Grok 4.20 better than Qwen3 8 for coding?
Qwen3 8 scores higher in coding (67 vs 55 on the category index, where 50 is average).
Is Grok 4.20 better than Qwen3 8 for agentic tasks?
Qwen3 8 scores higher in agentic tasks (68 vs 52 on the category index, where 50 is average).
Which is cheaper, Grok 4.20 or Qwen3 8?
Grok 4.20 is cheaper: $1.56 against $2.67 per million tokens, blended at three input tokens per output token.
Which is faster, Grok 4.20 or Qwen3 8?
Grok 4.20 streams faster: 101 against 39 output tokens per second.
Which has the larger context window?
Both accept 1M tokens of context.