Gemini 4 Argon vs o3
Gemini 4 Argon 
o3 Verdict
- Gemini 4 Argon (high) leads on quality: 70.0 vs 59.7.
- Gemini 4 Argon (high) is stronger in coding, composite, human preference, knowledge, long context, maths, reasoning.
- o3 is stronger in agents & tools, instruction following, multimodal.
- They cost about the same ($3.50 per 1M blended).
| Metric | Gemini 4 Argon (high) | o3 |
|---|---|---|
| BenchLeader Index | 70.0 | 59.7 |
| Agents & tools score | 67.5 | 70.2 |
| Coding score | 72.1 | 61.8 |
| Composite score | 89.2 | 52.3 |
| Human preference score | 73.2 | 61.7 |
| Knowledge score | 75.7 | 56.2 |
| Long context score | 65.0 | 62.5 |
| Maths score | 71.9 | 70.8 |
| Reasoning score | 82.0 | 52.1 |
| Instruction following score | – | 65.1 |
| Multimodal score | – | 57.0 |
| Blended price $/M | $4.00 | $3.50 |
| Output speed | – | 116 tok/s |
| Time to first answer | – | 10.7 s |
| Context window | 1M | 200k |
| SciCode | 61.8% | – |
| Epoch Capabilities Index | – | 146.9 |
| LMArena Text | 1525 | 1432 |
| LMArena Hard Prompts | 1551 | 1442 |
| LMArena Coding | 1562 | 1460 |
| LMArena WebDev | 1678 | – |
| LMArena Vision | – | 1214 |
| LMArena Agent | 9.3 | – |
| AA Intelligence Index v4.3.2 | 52.6 | 20.2 |
| IFBench | – | 71.4% |
| AA-LCR | 79.7% | 74.7% |
| MMMU-Pro | – | 70.1% |
| AA-Omniscience | 42.4 | -15.6 |
| Terminal-Bench Hard | – | 37.1% |
| GPQA Diamond (AA) | – | 82.7% |
| Humanity's Last Exam (AA) | 57.1% | 20.1% |
| SciCode (AA) | 61.8% | – |
| τ²-Bench Telecom (AA) | – | 80.7% |
| IOI | 100.0% | – |
| LegalBench | 88.3% | – |
| Vals Index | 68.9 | – |
| PRBench Finance | – | 47.7% |
| PRBench Legal | – | 48.6% |
| MMMU (validation) | – | 82.9% |
| MMMU-Pro (official) | – | 76.4% |
| Kagi LLM Benchmark | – | 67.6% |
| IFEval (HELM) | – | 86.9% |
| Omni-MATH (HELM) | – | 71.4% |
| WildBench (HELM) | – | 86.1% |
| MMLU-Pro (HELM) | – | 85.9% |
| GPQA Diamond (HELM) | – | 75.3% |
| HELM Capabilities mean | – | 81.1% |
| Aider Polyglot | – | 81.3% |
| SWE-bench Verified (bash only) | – | 58.4% |
| SWE-bench Verified (any scaffold) | – | 58.4% |
| BFCL Overall | – | 63.0% |
| CritPt | 27.1% | 1.1% |
| GDPval-AA v2.1 | 56.3% | – |
| 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% | – |
| FORTRESS | – | 16.0% |
| PropensityBench | – | 10.5% |
| SciPredict | – | 17.9% |
| LMArena Maths | 1528 | 1448 |
| LMArena Creative Writing | 1519 | 1383 |
| LMArena Instruction Following | 1529 | 1403 |
| LMArena Multi-turn | 1553 | 1420 |
| LMArena Longer Queries | 1545 | 1411 |
| METR Time Horizons | – | 63.6% |
| ForecastBench | – | 62.5% |
| FrontierSWE | 55.0% | – |
| Terminal-Bench 4.0 (AA) | 57.1% | – |
| AutomationBench | 77.5% | – |
| GDP.pdf | 21.8% | – |
| AA-Omniscience: accuracy | 49.9% | 38.6% |
| AA-Omniscience: non-hallucination | 84.9% | 11.9% |
| AA-Briefcase v1.1 | 1488 | – |
| BrowseComp-Plus | – | 50.5% |
Data as of 2026-10-11. Best configuration of each model; every score links to its source on the model pages.
Gemini 4 Argon vs o3: questions
- Is Gemini 4 Argon better than o3?
- Gemini 4 Argon (high) leads on quality: 70.0 vs 59.7. 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 Gemini 4 Argon better than o3 for coding?
- Gemini 4 Argon scores higher in coding (72 vs 62 on the category index, where 50 is average).
- Is Gemini 4 Argon better than o3 for agentic tasks?
- o3 scores higher in agentic tasks (70 vs 68 on the category index, where 50 is average).
- Which is cheaper, Gemini 4 Argon or o3?
- o3 is cheaper: $3.50 against $4.00 per million tokens, blended at three input tokens per output token.
- Which has the larger context window?
- Gemini 4 Argon accepts more context: 1M against 200k tokens.