Claude Opus 4.6 vs Gemini 3.5 Flash
Claude Opus 4.6 leads Gemini 3.5 Flash on coding, 57.2 to 39.8 on the Vibe Coding Index, and Gemini 3.5 Flash costs 2.8x less per output token ($9.00 vs $25.00 per million). Updated October 21, 2026; 93 benchmarks have a result for both.
Claude Opus 4.6 or Gemini 3.5 Flash: which to pick
Pick Claude Opus 4.6 for coding: it scores 57.2 on the Vibe Coding Index against 39.8 for Gemini 3.5 Flash.
Pick Gemini 3.5 Flash for output tokens 2.8x cheaper ($9.00 vs $25.00 per million) and a lower cost per solved task ($1.21 against $1.56).
- Shared results
- 93
- Claude Opus 4.6 only
- 17
- Gemini 3.5 Flash only
- 19
- Like-for-like categories
- 8 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
Claude Opus 4.6
Claude Opus 4.6 scores 57.2 against 39.8.
4 benchmarks behind each score
Intelligence
AA Intelligence Index
Gemini 3.5 Flash
Gemini 3.5 Flash leads, 33.6 against 31.9.
Same board, both measured
Reasoning
GPQA Diamond
Gemini 3.5 Flash
Gemini 3.5 Flash leads, 92.7% against 89.7%.
Same board, both measured
Math
AIME
No call
Only Claude Opus 4.6 has a AIME result, 95.6%.
Directional only
Knowledge
MMLU Pro
Gemini 3.5 Flash
Gemini 3.5 Flash leads, 89.5% against 89.1%.
Same board, both measured
Web design
Design Arena: websites
Claude Opus 4.6
Claude Opus 4.6 leads, 1291 against 1268.
Same board, both measured
Long documents
Listed context window
Gemini 3.5 Flash
Gemini 3.5 Flash takes 1.05M tokens against 1M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Gemini 3.5 Flash
Claude Opus 4.6 $0.018, Gemini 3.5 Flash $0.0060 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Gemini 3.5 Flash
Claude Opus 4.6 $1.56, Gemini 3.5 Flash $1.21.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Opus 4.6 57.2 from 4 benchmarks, Gemini 3.5 Flash 39.8 from 4 benchmarks.
- Widest category
- Agentic work, 6.5 points apart on average over 8 shared benchmarks.
- Widest single gap
- Chess puzzles: Claude Opus 4.6 21.0% against Gemini 3.5 Flash 45.0%, 24.0 points apart on a 0 to 100 scale.
- Output price
- Claude Opus 4.6 $25.00 against Gemini 3.5 Flash $9.00 per million output tokens, 2.8x apart.
- Context window
- Claude Opus 4.6 takes 1M tokens, Gemini 3.5 Flash 1.05M.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Claude Opus 4.6 | Bars | Gemini 3.5 Flash | Ties |
|---|---|---|---|---|
| Coding | 9 | 2 | ||
| Intelligence | 1 | 1 | ||
| Agentic work | 7 | 1 | ||
| Reasoning | 7 | 9 | ||
| Math | 4 | 1 | 1 tie | |
| Knowledge | 8 | 4 | ||
| Web design | 7 | 1 | ||
| General | 25 | 5 | ||
| All shared boards | 68 | 24 | 1 tie |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index92
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| SWE-bench Verified | 75.6% | Not measured | Only Claude Opus 4.6 measured |
| SWE-bench Multilingual | 72.0% | Not measured | Only Claude Opus 4.6 measured |
| LMArena WebDev | 1547 | 1499 | Claude Opus 4.6 |
| LiveCodeBench (Vals AI) | 84.7% | 87.6% | Gemini 3.5 Flash |
| SWE-bench Verified (Vals AI) | 78.2% | 78.8% | Gemini 3.5 Flash |
| Terminal-Bench 4 (Vals AI) | Not measured | 6.1% | Only Gemini 3.5 Flash measured |
| Vibe Code Bench (Vals AI) | 57.6% | 48.7% | Claude Opus 4.6 |
| Code migration (Vals AI) | Not measured | 26.8% | Only Gemini 3.5 Flash measured |
| ProgramBench (Vals AI) | Not measured | 0.0% | Only Gemini 3.5 Flash measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 74.2% | Only Gemini 3.5 Flash measured |
| SkillsBench (Vals AI) | Not measured | 52.7% | Only Gemini 3.5 Flash measured |
| SciCode | Not measured | 53.9% | Only Gemini 3.5 Flash measured |
| Terminal-Bench Hard (Artificial Analysis run) | 48.5% | 46.2% | Claude Opus 4.6 |
| Terminal-Bench | 79.8% | Not measured | Only Claude Opus 4.6 measured |
| FrontierCode | 26.6% | Not measured | Only Claude Opus 4.6 measured |
| GSO-Bench | 41.2% | Not measured | Only Claude Opus 4.6 measured |
| WeirdML | 78.0% | 62.6% | Claude Opus 4.6 |
| Cybench | 93.0% | Not measured | Only Claude Opus 4.6 measured |
| ALE-Bench | Not measured | 911.0 | Only Gemini 3.5 Flash measured |
| LMArena Text: coding | 1534 | 1493 | Claude Opus 4.6 |
| LMArena Text: software and IT | 1527 | 1494 | Claude Opus 4.6 |
| LMArena WebDev: React | 1539 | 1495 | Claude Opus 4.6 |
| LMArena WebDev: HTML | 1559 | 1522 | Claude Opus 4.6 |
| LMArena WebDev: from an image | 1543 | 1504 | Claude Opus 4.6 |
| SciCode | Not measured | 12.3% | Only Gemini 3.5 Flash measured |
| Neither model has a result on the other 14 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index11
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 31.9 | 33.6 | Gemini 3.5 Flash |
| Epoch Capabilities Index | 155.7 | 154.9 | Claude Opus 4.6 |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index71
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Design Arena: agents building web apps | 1206 | 1202 | Claude Opus 4.6 |
| Design Arena: agents building full-stack apps | 1220 | 1197 | Claude Opus 4.6 |
| Design Arena: agents building mobile apps | 1207 | 1174 | Claude Opus 4.6 |
| Design Arena: agents building Android apps | 1196 | 1184 | Claude Opus 4.6 |
| Design Arena: agents building Godot games | Not measured | 1098 | Only Gemini 3.5 Flash measured |
| Design Arena: agents building games | 1212 | 1180 | Claude Opus 4.6 |
| Design Arena: HTML slides | Not measured | 1142 | Only Gemini 3.5 Flash measured |
| Design Arena: PowerPoint slides | Not measured | 1179 | Only Gemini 3.5 Flash measured |
| Finance Agent (Vals AI) | Not measured | 57.9% | Only Gemini 3.5 Flash measured |
| Tax Agent Bench (Vals AI) | Not measured | 21.6% | Only Gemini 3.5 Flash measured |
| Legal Research Bench (Vals AI) | Not measured | 30.8% | Only Gemini 3.5 Flash measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 63.5% | Only Gemini 3.5 Flash measured |
| Terminal-Bench-Science (Vals AI) | Not measured | 5.7% | Only Gemini 3.5 Flash measured |
| τ²-Bench Telecom | 92.1% | 95.6% | Gemini 3.5 Flash |
| APEX-Agents | 46.3% | 27.5% | Claude Opus 4.6 |
| METR time horizons | 78.9% | Not measured | Only Claude Opus 4.6 measured |
| Remote Labor Index | 4.2% | Not measured | Only Claude Opus 4.6 measured |
| DeepResearch Bench | 55.3% | Not measured | Only Claude Opus 4.6 measured |
| Vending-Bench 2 | $8,018 | $5,396 | Claude Opus 4.6 |
| Neither model has a result on the other 22 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index79
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| GPQA Diamond | 89.7% | 92.7% | Gemini 3.5 Flash |
| MMMU Pro (Vals AI) | 83.9% | 88.3% | Gemini 3.5 Flash |
| GPQA Diamond (Artificial Analysis run) | 89.6% | 92.2% | Gemini 3.5 Flash |
| Humanity's Last Exam (Artificial Analysis run) | 39.9% | 42.7% | Gemini 3.5 Flash |
| GPQA Diamond (Epoch AI run) | 90.5% | 92.8% | Gemini 3.5 Flash |
| ARC-AGI | 94.0% | 92.5% | Claude Opus 4.6 |
| ARC-AGI-2 | 69.2% | 72.1% | Gemini 3.5 Flash |
| SimpleBench | 67.6% | 76.7% | Gemini 3.5 Flash |
| Chess puzzles | 21.0% | 45.0% | Gemini 3.5 Flash |
| Mystery game puzzles | 25.0% | 32.0% | Gemini 3.5 Flash |
| EBR-bench | 12.7% | 4.8% | Claude Opus 4.6 |
| LMArena Text: hard prompts | 1525 | 1488 | Claude Opus 4.6 |
| LMArena Text: expert | 1544 | 1495 | Claude Opus 4.6 |
| LMArena Text: hard prompts in English | 1530 | 1483 | Claude Opus 4.6 |
| LMArena Vision: diagrams | 1340 | 1323 | Claude Opus 4.6 |
| LMArena Vision: homework | 1337 | 1330 | Claude Opus 4.6 |
| Kagi LLM Benchmark | 83.6% | Not measured | Only Claude Opus 4.6 measured |
| Neither model has a result on the other 5 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index41
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| AIME | 95.6% | Not measured | Only Claude Opus 4.6 measured |
| OTIS Mock AIME | 94.4% | 95.6% | Gemini 3.5 Flash |
| FrontierMath, tiers 1 to 3 | 66.0% | 62.8% | Claude Opus 4.6 |
| FrontierMath, tier 4 | 26.8% | 26.8% | Tie |
| ProofBench | 50.0% | 31.0% | Claude Opus 4.6 |
| LMArena Text: math | 1518 | 1504 | Claude Opus 4.6 |
| LMArena Text: mathematical work | 1525 | 1495 | Claude Opus 4.6 |
| Neither model has a result on the other 6 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index84
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| MMLU Pro | 89.1% | 89.5% | Gemini 3.5 Flash |
| LegalBench (Vals AI) | 85.3% | 83.6% | Claude Opus 4.6 |
| CaseLaw (Vals AI) | 62.1% | Not measured | Only Claude Opus 4.6 measured |
| CorpFin (Vals AI) | 67.0% | 64.7% | Claude Opus 4.6 |
| TaxEval (Vals AI) | 76.0% | 74.4% | Claude Opus 4.6 |
| MortgageTax (Vals AI) | 68.5% | 68.1% | Claude Opus 4.6 |
| MedQA (Vals AI) | 95.4% | Not measured | Only Claude Opus 4.6 measured |
| MedCode (Vals AI) | 49.1% | 55.8% | Gemini 3.5 Flash |
| SimpleQA Verified | 47.0% | 66.2% | Gemini 3.5 Flash |
| LMArena Text: science | 1519 | 1495 | Claude Opus 4.6 |
| LMArena Text: medicine and healthcare | 1504 | 1483 | Claude Opus 4.6 |
| LMArena Text: legal and government | 1512 | 1488 | Claude Opus 4.6 |
| LMArena Text: business and finance | 1497 | 1467 | Claude Opus 4.6 |
| FACTS Benchmark Suite | 41.5% | 63.1% | Gemini 3.5 Flash |
| Neither model has a result on the other 4 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index71
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Design Arena: websites | 1291 | 1268 | Claude Opus 4.6 |
| Design Arena: UI components | 1284 | 1273 | Claude Opus 4.6 |
| Design Arena: game dev | 1278 | 1263 | Claude Opus 4.6 |
| Design Arena: data viz | 1279 | 1236 | Claude Opus 4.6 |
| Design Arena: 3D | 1274 | 1244 | Claude Opus 4.6 |
| Design Arena: all code categories | 1289 | 1266 | Claude Opus 4.6 |
| Design Arena: SVG | 1228 | 1254 | Gemini 3.5 Flash |
| Design Arena: ASCII art | 1255 | 1254 | Claude Opus 4.6 |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index255
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Public Benefits Bench (Vals AI) | Not measured | 59.5% | Only Gemini 3.5 Flash measured |
| SAGE (Vals AI) | 51.6% | 49.9% | Claude Opus 4.6 |
| MedScribe (Vals AI) | 86.7% | 76.6% | Claude Opus 4.6 |
| Vals Multimodal Index | Not measured | 62.9% | Only Gemini 3.5 Flash measured |
| IFBench | 53.1% | 76.3% | Gemini 3.5 Flash |
| Long context reasoning (AA-LCR) | 78.0% | 74.3% | Claude Opus 4.6 |
| DTBench | 91.2% | 94.7% | Gemini 3.5 Flash |
| LMCA | 55.8% | 47.1% | Claude Opus 4.6 |
| CL-bench | 20.7% | Not measured | Only Claude Opus 4.6 measured |
| Surface Evolver Bench | Not measured | 58.1% | Only Gemini 3.5 Flash measured |
| Furniture assembly | 28.3% | Not measured | Only Claude Opus 4.6 measured |
| CL-bench Life | 17.0% | Not measured | Only Claude Opus 4.6 measured |
| LMArena Text | 1501 | 1482 | Claude Opus 4.6 |
| LMArena Text: instruction following | 1521 | 1467 | Claude Opus 4.6 |
| LMArena Text: creative writing | 1505 | 1470 | Claude Opus 4.6 |
| LMArena Vision | 1316 | 1308 | Claude Opus 4.6 |
| LMArena Text: English | 1511 | 1481 | Claude Opus 4.6 |
| LMArena Text: non-English | 1488 | 1475 | Claude Opus 4.6 |
| LMArena Text: Chinese | 1551 | 1527 | Claude Opus 4.6 |
| LMArena Text: German | 1500 | 1494 | Claude Opus 4.6 |
| LMArena Text: Japanese | 1488 | 1486 | Claude Opus 4.6 |
| LMArena Text: Korean | 1464 | 1448 | Claude Opus 4.6 |
| LMArena Text: French | 1512 | 1490 | Claude Opus 4.6 |
| LMArena Text: Spanish | 1510 | 1480 | Claude Opus 4.6 |
| LMArena Text: Russian | 1497 | 1493 | Claude Opus 4.6 |
| LMArena Text: Polish | 1499 | 1516 | Gemini 3.5 Flash |
| LMArena Text: multi-turn | 1511 | 1481 | Claude Opus 4.6 |
| LMArena Text: longer queries | 1518 | 1483 | Claude Opus 4.6 |
| LMArena Text: writing and language | 1502 | 1478 | Claude Opus 4.6 |
| LMArena Text: entertainment and media | 1492 | 1459 | Claude Opus 4.6 |
| LMArena Vision: English | 1324 | 1305 | Claude Opus 4.6 |
| LMArena Vision: Chinese | 1370 | 1377 | Gemini 3.5 Flash |
| LMArena Vision: reading text | 1326 | 1317 | Claude Opus 4.6 |
| LMArena Vision: humor | 1314 | 1321 | Gemini 3.5 Flash |
| LMArena Vision: recognizing things | 1274 | Not measured | Only Claude Opus 4.6 measured |
| LMArena Vision: creative writing | 1331 | 1301 | Claude Opus 4.6 |
| LMArena Document | 1507 | 1463 | Claude Opus 4.6 |
| Neither model has a result on the other 9 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Opus 4.6 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Gemini 3.5 Flash costs less
Repository review
50K input + 3K output tokens
Gemini 3.5 Flash costs less
Agent loop
200K input + 10K output tokens
Gemini 3.5 Flash costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Anthropic Claude Opus 4.6 | Google Gemini 3.5 Flash |
|---|---|---|
| Maker | Anthropic | |
| Weights | No public weights listed | No public weights listed |
| Released | February 4, 2026 | May 19, 2026 |
| Context window | 1M | 1.05M |
| Input $/Mtok | $5.00 | $1.50 |
| Output $/Mtok | $25.00 | $9.00 |
| Coding index | 57.2 | 39.8 |
| Independent measurements behind it | 4 | 4 |
| Cost per solved task | $1.56 | $1.21 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Opus 4.6 better than Gemini 3.5 Flash for coding?
Pick Claude Opus 4.6 for coding: it scores 57.2 on the Vibe Coding Index against 39.8 for Gemini 3.5 Flash. Pick Gemini 3.5 Flash for output tokens 2.8x cheaper ($9.00 vs $25.00 per million) and a lower cost per solved task ($1.21 against $1.56).
Which is cheaper, Claude Opus 4.6 or Gemini 3.5 Flash?
Claude Opus 4.6 costs $5.00 per million input tokens and $25.00 per million output tokens; Gemini 3.5 Flash costs $1.50 and $9.00. Per solved SWE-bench Verified task, Claude Opus 4.6 costs $1.56 and Gemini 3.5 Flash $1.21.
Which has the bigger context window, Claude Opus 4.6 or Gemini 3.5 Flash?
Gemini 3.5 Flash, with 1.05M tokens against 1M.
How many benchmarks is the Claude Opus 4.6 vs Gemini 3.5 Flash comparison based on?
93 benchmarks have a result for both models as of October 21, 2026. Claude Opus 4.6's coding index rests on 4 independent benchmarks and Gemini 3.5 Flash's on 4. Where only one model has a result, the page says so instead of naming a winner.