BenchLeader

Claude Opus 4.8 vs Gemini 4 Argon

Verdict
  • Gemini 4 Argon (high) leads on quality: 70.0 vs 62.4.
  • Claude Opus 4.8 (max) is stronger in instruction following.
  • Gemini 4 Argon (high) is stronger in agents & tools, coding, composite, knowledge, long context, maths, reasoning, human preference.
  • Gemini 4 Argon (high) is 2.5× cheaper ($4.00 vs $10.00 per 1M blended).
MetricClaude Opus 4.8 (max)Gemini 4 Argon (high)
BenchLeader Index62.470.0
Agents & tools score56.567.5
Coding score59.672.1
Composite score65.489.2
Instruction following score62.0–
Knowledge score67.275.7
Long context score64.065.0
Maths score68.471.9
Reasoning score69.282.0
Human preference score–73.2
Blended price $/M$10.00$4.00
Output speed58 tok/s–
Time to first answer33.7 s–
Context window1M1M
GPQA Diamond91.0%–
FrontierMath Tiers 1–380.0%–
FrontierMath Tier 456.1%–
OTIS Mock AIME98.3%–
SimpleQA Verified53.0%–
Terminal-Bench23.6%–
OSWorld-Verified 2.020.6%–
SciCode53.5%61.8%
APEX-Agents48.9%–
ProofBench69.0%–
LMArena Text–1525
LMArena Hard Prompts–1551
LMArena Coding–1562
LMArena WebDev–1678
LMArena Agent–9.3
LiveBench76.2%–
LiveBench Reasoning89.2%–
LiveBench Coding81.8%–
LiveBench Agentic Coding50.5%–
LiveBench Mathematics94.3%–
LiveBench Data Analysis66.0%–
LiveBench Language79.7%–
LiveBench Instruction Following72.0%–
AA Intelligence Index v4.3.241.852.6
IFBench62.2%–
AA-LCR77.7%79.7%
AA-Omniscience28.842.4
Terminal-Bench Hard58.3%–
GPQA Diamond (AA)92.0%–
Humanity's Last Exam (AA)48.7%57.1%
SciCode (AA)54.4%61.8%
τ²-Bench Telecom (AA)94.4%–
IOI–100.0%
LegalBench–88.3%
Vals Index–68.9
AIME 2026100.0%–
HMMT February 202695.5%–
MathArena Apex81.3%–
MCP Atlas82.2%–
ARC-AGI-192.5%–
CritPt20.9%27.1%
GDPval-AA v2.147.8%56.3%
τ³-Banking (AA)34.2%–
Analyst Agent (AA)45.0%–
BioMysteryBench–76.3%
Code Migration–68.2%
CUA-bench–4.8%
CyberBench–77.9%
Excel Modeling Benchmark–75.2%
Finance Agent v2–65.4%
Harvey's Legal Agent Benchmark–19.6%
Legal Research Bench–54.8%
MedCode–58.8%
MedScribe–87.4%
MysteryMechanism–45.5%
ProgramBench–2.5%
Public Benefits Bench–69.8%
SAGE–53.6%
SREBench–44.3%
Tax Agent Bench–76.2%
Terminal-Bench 4.0 (Vals)–57.6%
Terminal-Bench Science–44.3%
Vibe Code Bench v1.1–91.9%
FORTRESS18.2%–
LMArena Maths–1528
LMArena Creative Writing–1519
LMArena Instruction Following–1529
LMArena Multi-turn–1553
LMArena Longer Queries–1545
Chess Puzzles34.0%–
EBR-bench28.6%–
Mystery Game Puzzles36.0%–
PostTrainBench32.9%–
DeepSWE v1.159.0%–
LMCA57.5%–
DTBench94.9%–
Vending-Bench 22992.3–
GDP.pdf24.0%–
FrontierSWE–55.0%
Terminal-Bench 4.0 (AA)21.7%57.1%
Terminal-Bench 2.1 (AA)84.6%–
AutomationBench–77.5%
GDP.pdf–21.8%
AA-Omniscience: accuracy48.8%49.9%
AA-Omniscience: non-hallucination60.8%84.9%
AA-Briefcase v1.1–1488

Data as of 2026-10-11. Best configuration of each model; every score links to its source on the model pages.

Claude Opus 4.8 vs Gemini 4 Argon: questions

Is Claude Opus 4.8 better than Gemini 4 Argon?
Gemini 4 Argon (high) leads on quality: 70.0 vs 62.4. The BenchLeader Index combines every independent quality benchmark; Gemini 4 Argon (high) is ahead overall as of 2026-10-11, but check the category scores for your use.
Is Claude Opus 4.8 better than Gemini 4 Argon for coding?
Gemini 4 Argon scores higher in coding (72 vs 60 on the category index, where 50 is average).
Is Claude Opus 4.8 better than Gemini 4 Argon for agentic tasks?
Gemini 4 Argon scores higher in agentic tasks (68 vs 57 on the category index, where 50 is average).
Which is cheaper, Claude Opus 4.8 or Gemini 4 Argon?
Gemini 4 Argon is cheaper: $4.00 against $10.00 per million tokens, blended at three input tokens per output token.
Which has the larger context window?
Both accept 1M tokens of context.