Model comparison
Claude Opus 4 vs Gemini 3 Flash Preview
Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 43.1 on the Noometry Index.
Last verified . 38 shared benchmarks.
Summary
- They share 38 benchmarks with published results for both. Claude Opus 4 scores higher in 1 category and Gemini 3 Flash Preview in 9 categories; 10 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3 Flash Preview leads 49.2 to 27.3.
- The biggest single-benchmark swing is ARC-AGI-1: 35.7% for Claude Opus 4 and 84.7% for Gemini 3 Flash Preview.
- Gemini 3 Flash Preview is cheaper at $0.50 / $3 per million input/output tokens, against $15 / $75 for Claude Opus 4.
- Gemini 3 Flash Preview accepts more context: 1.05M tokens versus 200K.
Side by side
| Claude Opus 4 | Gemini 3 Flash Preview | |
|---|---|---|
| Provider | Anthropic | |
| Noometry Index | 43.1 | 52.3 |
| Released | 2025-05-22 | 2025-12-17 |
| Weights | Proprietary | Proprietary |
| Context window | 200K | 1.05M |
| Max output | 32K | 66K |
| Input $ / M tokens | $15 | $0.50 |
| Output $ / M tokens | $75 | $3 |
| Results tracked | 56 | 59 |
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Category by category
Coding Gemini 3 Flash Preview leads
Claude Opus 4: 47.2 (#62), Gemini 3 Flash Preview: 50.9 (#42)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| SWE-bench Verified | 70.7% | 75.4% |
| SWE-bench Verified (bash only) | 67.6% | 75.8% |
| GSO | 6.9% | 9.8% |
| WeirdML | 43.7% | 61.6% |
| LMArena Coding | 1442 | 1460 |
| Aider Polyglot | 72% | — |
| LMArena WebDev | — | 1439 |
| SWE-bench Multilingual | — | 72.7% |
| ALE-Bench | — | 1,367 |
| AlgoTune | 1.33 | — |
Agentic & Tool Use Gemini 3 Flash Preview leads
Claude Opus 4: 34.8 (#42), Gemini 3 Flash Preview: 38.7 (#29)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| DeepResearch Bench | 46.8% | 49.8% |
| LMArena Search | 1127 | 1198 |
| Terminal-Bench | — | 64.3% |
| τ²-bench Airline | — | 82.5% |
| τ²-bench Banking | — | 27.3% |
| τ²-bench Retail | — | 76.8% |
| τ²-bench Telecom | — | 91.2% |
| Cybench | 38% | — |
| BALROG | — | 48.1% |
| GDP.pdf | — | 10% |
| METR Time Horizons | 63.9% | — |
| Vending-Bench 2 | — | 3,635 |
Reasoning Gemini 3 Flash Preview leads
Claude Opus 4: 27.3 (#121), Gemini 3 Flash Preview: 49.2 (#37)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| ARC-AGI-2 | 8.6% | 33.6% |
| SimpleBench | 58.8% | 61.1% |
| ARC-AGI-1 | 35.7% | 84.7% |
| LMArena Hard Prompts | 1399 | 1465 |
| DTBench | 81.6% | 89.1% |
| LMCA | 37.4% | 43.1% |
| Epoch Capabilities Index | 142.67 | 151.8 |
| ForecastBench | 61.1 | 58.5 |
| Kagi LLM Benchmark | 74.3% | — |
| NYT Connections (extended) | — | 83.1% |
| CritPt | 0.3% | — |
| Chess Puzzles | — | 40% |
| EnigmaEval | 5.6% | — |
| Mystery Game Puzzles | — | 26% |
Math Gemini 3 Flash Preview leads
Claude Opus 4: 42.0 (#86), Gemini 3 Flash Preview: 51.7 (#55)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 64.4% | 95.6% |
| LMArena Math | 1390 | 1473 |
| FrontierMath (Feb 2025 set) | 4.5% | 35.6% |
| FrontierMath Tier 4 (v1) | 4.2% | 4.2% |
| FrontierMath (Tiers 1-3) | — | 51.2% |
| FrontierMath Tier 4 | — | 17.1% |
| MathArena Final-Answer Competitions | — | 67.6% |
| ProofBench | — | 15% |
| Omni-MATH | 61.6% | — |
| MATH Level 5 | 85% | — |
Knowledge Gemini 3 Flash Preview leads
Claude Opus 4: 44.0 (#88), Gemini 3 Flash Preview: 58.8 (#33)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| GPQA Diamond | 76.3% | 89.4% |
| Vectara Hallucination Rate | 12% | 13.5% |
| LMArena Expert | 1386 | 1462 |
| Humanity's Last Exam | 10.7% | — |
| SimpleQA Verified | — | 66.8% |
| MMLU-Pro | 87.5% | — |
| Confabulations | 15.9% | — |
| GPQA (HELM) | 70.8% | — |
Multimodal Gemini 3 Flash Preview leads
Claude Opus 4: 31.5 (#106), Gemini 3 Flash Preview: 45.5 (#16)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| LMArena Vision | 1192 | 1285 |
| GeoBench | 49% | 88% |
| VPCT | 38% | 72.6% |
| Blueprint-Bench 2 | — | 0% |
| LMArena Document | — | 1413 |
Multilingual Gemini 3 Flash Preview leads
Claude Opus 4: 48.8 (#138), Gemini 3 Flash Preview: 55.7 (#27)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| LMArena Non-English | 1362 | 1458 |
| LMArena Chinese | 1386 | 1511 |
| LMArena French | 1372 | 1477 |
| LMArena German | 1391 | 1497 |
| LMArena Japanese | 1331 | 1489 |
| LMArena Korean | 1321 | 1443 |
| LMArena Russian | 1392 | 1480 |
| LMArena Spanish | 1389 | 1469 |
Instruction Following Claude Opus 4 leads
Claude Opus 4: 77.1 (#28), Gemini 3 Flash Preview: 75.7 (#56)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| LMArena Instruction Following | 1406 | 1437 |
| IFEval | 91.8% | — |
Long Context Gemini 3 Flash Preview leads
Claude Opus 4: 39.6 (#172), Gemini 3 Flash Preview: 44.4 (#67)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| LMArena Longer Query | 1422 | 1452 |
| Fiction.LiveBench | 61.1% | — |
Writing & Preference Gemini 3 Flash Preview leads
Claude Opus 4: 61.2 (#89), Gemini 3 Flash Preview: 65.5 (#45)
| Benchmark | Claude Opus 4 | Gemini 3 Flash Preview |
|---|---|---|
| LMArena Text | 1377 | 1466 |
| LMArena Creative Writing | 1387 | 1457 |
| LMArena Multi-Turn | 1396 | 1471 |
| Short-Story Creative Writing | 83.6% | — |
| EQ-Bench Creative Writing | 1580 | — |
| WildBench | 85.2% | — |
Frequently asked questions
Is Claude Opus 4 better than Gemini 3 Flash Preview?
Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 43.1 on the Noometry Index.
Which is cheaper, Claude Opus 4 or Gemini 3 Flash Preview?
Gemini 3 Flash Preview is cheaper. It lists at $0.50 per million input tokens and $3 per million output tokens; Claude Opus 4 lists at $15 and $75.
Is Claude Opus 4 or Gemini 3 Flash Preview better for coding?
Gemini 3 Flash Preview scores higher on coding benchmarks: 50.9 versus 47.2 in the Noometry coding category.
Which has the bigger context window?
Gemini 3 Flash Preview does, with 1.05M tokens against 200K.
How many benchmarks do Claude Opus 4 and Gemini 3 Flash Preview share?
38 benchmarks have published results for both models. Claude Opus 4 has 56 scored results on Noometry and Gemini 3 Flash Preview has 59.