Claude Sonnet 5.5 vs Gemini 3.5 Flash
Claude Sonnet 5.5 leads Gemini 3.5 Flash on coding, 87.3 to 39.8 on the Vibe Coding Index, at about the same output price ($10.00 vs $9.00 per million). Updated October 22, 2026; 75 benchmarks have a result for both.
Claude Sonnet 5.5 or Gemini 3.5 Flash: which to pick
Pick Claude Sonnet 5.5 for coding: it scores 87.3 on the Vibe Coding Index against 39.8 for Gemini 3.5 Flash.
Pick Gemini 3.5 Flash for output tokens 1.1x cheaper ($9.00 vs $10.00 per million) and a larger context window (1.05M against 1M tokens).
- Shared results
- 75
- Claude Sonnet 5.5 only
- 21
- Gemini 3.5 Flash only
- 37
- 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 Sonnet 5.5
Claude Sonnet 5.5 scores 87.3 against 39.8.
5 and 4 benchmarks behind the scores
Intelligence
AA Intelligence Index
Claude Sonnet 5.5
Claude Sonnet 5.5 leads, 56.0 against 33.6.
Same board, both measured
Reasoning
GPQA Diamond
No call
Only Gemini 3.5 Flash has a GPQA Diamond result, 92.7%.
Directional only
Knowledge
MMLU Pro
No call
Only Gemini 3.5 Flash has a MMLU Pro result, 89.5%.
Directional only
Web design
Design Arena: websites
Claude Sonnet 5.5
Claude Sonnet 5.5 leads, 1326 against 1267.
Same board, both measured
General
Vals Index
No call
Only Claude Sonnet 5.5 has a Vals Index result, 70.8%.
Directional only
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 Sonnet 5.5 $0.0070, Gemini 3.5 Flash $0.0060 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only Gemini 3.5 Flash has the number, $1.21.
Directional only
At a glance
- Coding index
- Claude Sonnet 5.5 87.3 from 5 benchmarks, Gemini 3.5 Flash 39.8 from 4 benchmarks.
- Widest category
- Math, 26.2 points apart on average over 6 shared benchmarks.
- Widest single gap
- Terminal-Bench 4 (Vals AI): Claude Sonnet 5.5 64.1% against Gemini 3.5 Flash 6.1%, 77.4 points apart on a 0 to 100 scale.
- Output price
- Claude Sonnet 5.5 $10.00 against Gemini 3.5 Flash $9.00 per million output tokens, 1.1x apart.
- Context window
- Claude Sonnet 5.5 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 Sonnet 5.5 | Bars | Gemini 3.5 Flash | Ties |
|---|---|---|---|---|
| Coding | 14 | 0 | ||
| Intelligence | 2 | 0 | ||
| Agentic work | 9 | 0 | ||
| Reasoning | 9 | 0 | ||
| Math | 5 | 1 | ||
| Knowledge | 1 | 5 | ||
| Web design | 6 | 0 | ||
| General | 12 | 11 | ||
| All shared boards | 58 | 17 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index140
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| LiveBench coding | 94.7% | Not measured | Only Claude Sonnet 5.5 measured |
| LMArena WebDev | 1768 | 1499 | Claude Sonnet 5.5 |
| LiveCodeBench (Vals AI) | Not measured | 87.6% | Only Gemini 3.5 Flash measured |
| SWE-bench Verified (Vals AI) | Not measured | 78.8% | Only Gemini 3.5 Flash measured |
| Terminal-Bench 4 (Vals AI) | 64.1% | 6.1% | Claude Sonnet 5.5 |
| Vibe Code Bench (Vals AI) | 92.4% | 48.7% | Claude Sonnet 5.5 |
| Code migration (Vals AI) | 69.8% | 26.8% | Claude Sonnet 5.5 |
| ProgramBench (Vals AI) | 6.5% | 0.0% | Claude Sonnet 5.5 |
| IOI (Vals AI) | 83.1% | Not measured | Only Claude Sonnet 5.5 measured |
| Terminal-Bench 2.1 (Vals AI) | 83.2% | 74.2% | Claude Sonnet 5.5 |
| SWE-bench Multimodal (Vals AI) | 58.3% | Not measured | Only Claude Sonnet 5.5 measured |
| SkillsBench (Vals AI) | Not measured | 52.7% | Only Gemini 3.5 Flash measured |
| CyberBench (Vals AI) | 59.6% | Not measured | Only Claude Sonnet 5.5 measured |
| SciCode | 61.0% | 53.9% | Claude Sonnet 5.5 |
| Terminal-Bench Hard (Artificial Analysis run) | Not measured | 46.2% | Only Gemini 3.5 Flash measured |
| FrontierCode | 52.1% | Not measured | Only Claude Sonnet 5.5 measured |
| FrontierSWE | 61.9% | Not measured | Only Claude Sonnet 5.5 measured |
| WeirdML | Not measured | 62.6% | Only Gemini 3.5 Flash measured |
| ALE-Bench | 1819.1 | 911.0 | Claude Sonnet 5.5 |
| LMArena Text: coding | 1513 | 1493 | Claude Sonnet 5.5 |
| LMArena Text: software and IT | 1504 | 1494 | Claude Sonnet 5.5 |
| LMArena WebDev: React | 1817 | 1495 | Claude Sonnet 5.5 |
| LMArena WebDev: HTML | 1741 | 1522 | Claude Sonnet 5.5 |
| LMArena WebDev: from an image | 1737 | 1504 | Claude Sonnet 5.5 |
| SciCode | 13.8% | 12.3% | Claude Sonnet 5.5 |
| Neither model has a result on the other 14 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 56.0 | 33.6 | Claude Sonnet 5.5 |
| Epoch Capabilities Index | 166.2 | 154.9 | Claude Sonnet 5.5 |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index90
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Design Arena: agents building web apps | 1305 | 1202 | Claude Sonnet 5.5 |
| Design Arena: agents building full-stack apps | Not measured | 1197 | Only Gemini 3.5 Flash measured |
| Design Arena: agents building mobile apps | 1260 | 1174 | Claude Sonnet 5.5 |
| Design Arena: agents building Android apps | Not measured | 1185 | Only Gemini 3.5 Flash measured |
| Design Arena: agents building Godot games | Not measured | 1098 | Only Gemini 3.5 Flash measured |
| Design Arena: agents building games | Not measured | 1180 | Only Gemini 3.5 Flash measured |
| Design Arena: HTML slides | Not measured | 1093 | Only Gemini 3.5 Flash measured |
| Design Arena: PowerPoint slides | Not measured | 1154 | Only Gemini 3.5 Flash measured |
| Design Arena: spreadsheets | 1260 | Not measured | Only Claude Sonnet 5.5 measured |
| LiveBench research | 83.6% | Not measured | Only Claude Sonnet 5.5 measured |
| LiveBench browser | 84.0% | Not measured | Only Claude Sonnet 5.5 measured |
| LiveBench long agentic | 78.8% | Not measured | Only Claude Sonnet 5.5 measured |
| SREBench (Vals AI) | 30.1% | Not measured | Only Claude Sonnet 5.5 measured |
| Finance Agent (Vals AI) | 58.1% | 57.9% | Claude Sonnet 5.5 |
| Tax Agent Bench (Vals AI) | 42.0% | 21.6% | Claude Sonnet 5.5 |
| Legal Research Bench (Vals AI) | 48.1% | 30.8% | Claude Sonnet 5.5 |
| Harvey's Legal Agent Benchmark (Vals AI) | 10.4% | Not measured | Only Claude Sonnet 5.5 measured |
| Excel Modeling Benchmark (Vals AI) | 75.7% | 63.5% | Claude Sonnet 5.5 |
| BioMysteryBench (Vals AI) | 81.1% | Not measured | Only Claude Sonnet 5.5 measured |
| Terminal-Bench-Science (Vals AI) | 47.1% | 5.7% | Claude Sonnet 5.5 |
| Vals Science Index | 59.1% | Not measured | Only Claude Sonnet 5.5 measured |
| τ²-Bench Telecom | Not measured | 95.6% | Only Gemini 3.5 Flash measured |
| APEX-Agents | 75.5% | 27.5% | Claude Sonnet 5.5 |
| SpireClimb | 1.3% | Not measured | Only Claude Sonnet 5.5 measured |
| Vending-Bench 2 | $11,165 | $5,396 | Claude Sonnet 5.5 |
| Neither model has a result on the other 16 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index90
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| GPQA Diamond | Not measured | 92.7% | Only Gemini 3.5 Flash measured |
| LiveBench reasoning | 91.6% | Not measured | Only Claude Sonnet 5.5 measured |
| MysteryMechanism (Vals AI) | 49.1% | Not measured | Only Claude Sonnet 5.5 measured |
| MMMU Pro (Vals AI) | Not measured | 88.3% | Only Gemini 3.5 Flash measured |
| GPQA Diamond (Artificial Analysis run) | Not measured | 92.2% | Only Gemini 3.5 Flash measured |
| Humanity's Last Exam (Artificial Analysis run) | 55.0% | 42.7% | Claude Sonnet 5.5 |
| GPQA Diamond (Epoch AI run) | 95.6% | 92.8% | Claude Sonnet 5.5 |
| ARC-AGI | Not measured | 92.5% | Only Gemini 3.5 Flash measured |
| ARC-AGI-2 | Not measured | 72.1% | Only Gemini 3.5 Flash measured |
| SimpleBench | Not measured | 76.7% | Only Gemini 3.5 Flash measured |
| Chess puzzles | 59.0% | 45.0% | Claude Sonnet 5.5 |
| Mystery game puzzles | 65.0% | 32.0% | Claude Sonnet 5.5 |
| EBR-bench | Not measured | 4.8% | Only Gemini 3.5 Flash measured |
| LMArena Text: hard prompts | 1494 | 1488 | Claude Sonnet 5.5 |
| LMArena Text: expert | 1531 | 1495 | Claude Sonnet 5.5 |
| LMArena Text: hard prompts in English | 1502 | 1483 | Claude Sonnet 5.5 |
| LMArena Vision: diagrams | 1329 | 1323 | Claude Sonnet 5.5 |
| LMArena Vision: homework | 1331 | 1330 | Claude Sonnet 5.5 |
| Neither model has a result on the other 4 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index51
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| OTIS Mock AIME | 100.0% | 95.6% | Claude Sonnet 5.5 |
| FrontierMath, tiers 1 to 3 | 88.8% | 62.8% | Claude Sonnet 5.5 |
| FrontierMath, tier 4 | 80.5% | 26.8% | Claude Sonnet 5.5 |
| ProofBench | 100.0% | 31.0% | Claude Sonnet 5.5 |
| LMArena Text: math | 1497 | 1504 | Gemini 3.5 Flash |
| LMArena Text: mathematical work | 1510 | 1495 | Claude Sonnet 5.5 |
| Neither model has a result on the other 7 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index15
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| MMLU Pro | Not measured | 89.5% | Only Gemini 3.5 Flash measured |
| LegalBench (Vals AI) | Not measured | 83.6% | Only Gemini 3.5 Flash measured |
| CorpFin (Vals AI) | Not measured | 64.7% | Only Gemini 3.5 Flash measured |
| TaxEval (Vals AI) | Not measured | 74.4% | Only Gemini 3.5 Flash measured |
| MortgageTax (Vals AI) | Not measured | 68.1% | Only Gemini 3.5 Flash measured |
| MedCode (Vals AI) | 52.9% | 55.8% | Gemini 3.5 Flash |
| SimpleQA Verified | 46.5% | 66.2% | Gemini 3.5 Flash |
| LMArena Text: science | 1483 | 1495 | Gemini 3.5 Flash |
| LMArena Text: medicine and healthcare | 1464 | 1483 | Gemini 3.5 Flash |
| LMArena Text: legal and government | 1483 | 1488 | Gemini 3.5 Flash |
| LMArena Text: business and finance | 1468 | 1467 | Claude Sonnet 5.5 |
| FACTS Benchmark Suite | Not measured | 63.1% | Only Gemini 3.5 Flash measured |
| Neither model has a result on the other 6 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index60
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Design Arena: websites | 1326 | 1267 | Claude Sonnet 5.5 |
| Design Arena: UI components | 1368 | 1269 | Claude Sonnet 5.5 |
| Design Arena: game dev | 1471 | 1263 | Claude Sonnet 5.5 |
| Design Arena: data viz | 1392 | 1236 | Claude Sonnet 5.5 |
| Design Arena: 3D | 1445 | 1243 | Claude Sonnet 5.5 |
| Design Arena: all code categories | 1364 | 1266 | Claude Sonnet 5.5 |
| Design Arena: SVG | Not measured | 1253 | Only Gemini 3.5 Flash measured |
| Design Arena: ASCII art | Not measured | 1254 | Only Gemini 3.5 Flash measured |
| LiveBench design | 85.0% | Not measured | Only Claude Sonnet 5.5 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index1211
| Benchmark | Claude Sonnet 5.5 | Gemini 3.5 Flash | Leader |
|---|---|---|---|
| Vals Index | 70.8% | Not measured | Only Claude Sonnet 5.5 measured |
| LiveBench data analysis | 59.5% | Not measured | Only Claude Sonnet 5.5 measured |
| Public Benefits Bench (Vals AI) | 67.2% | 59.5% | Claude Sonnet 5.5 |
| SAGE (Vals AI) | 51.8% | 49.9% | Claude Sonnet 5.5 |
| MedScribe (Vals AI) | 91.1% | 76.6% | Claude Sonnet 5.5 |
| Vals Multimodal Index | Not measured | 62.9% | Only Gemini 3.5 Flash measured |
| IFBench | Not measured | 76.3% | Only Gemini 3.5 Flash measured |
| Long context reasoning (AA-LCR) | 82.7% | 74.3% | Claude Sonnet 5.5 |
| DTBench | 97.3% | 94.7% | Claude Sonnet 5.5 |
| LMCA | 68.3% | 47.1% | Claude Sonnet 5.5 |
| Surface Evolver Bench | Not measured | 58.1% | Only Gemini 3.5 Flash measured |
| Furniture assembly | 75.0% | Not measured | Only Claude Sonnet 5.5 measured |
| LMArena Text | 1473 | 1482 | Gemini 3.5 Flash |
| LMArena Text: instruction following | 1492 | 1467 | Claude Sonnet 5.5 |
| LMArena Text: creative writing | 1467 | 1470 | Gemini 3.5 Flash |
| LMArena Vision | 1287 | 1308 | Gemini 3.5 Flash |
| LMArena Text: English | 1484 | 1481 | Claude Sonnet 5.5 |
| LMArena Text: non-English | 1456 | 1475 | Gemini 3.5 Flash |
| LMArena Text: Chinese | 1535 | 1527 | Claude Sonnet 5.5 |
| LMArena Text: German | Not measured | 1494 | Only Gemini 3.5 Flash measured |
| LMArena Text: Japanese | Not measured | 1486 | Only Gemini 3.5 Flash measured |
| LMArena Text: Korean | Not measured | 1448 | Only Gemini 3.5 Flash measured |
| LMArena Text: French | 1499 | 1490 | Claude Sonnet 5.5 |
| LMArena Text: Spanish | 1451 | 1480 | Gemini 3.5 Flash |
| LMArena Text: Russian | 1454 | 1493 | Gemini 3.5 Flash |
| LMArena Text: Polish | Not measured | 1516 | Only Gemini 3.5 Flash measured |
| LMArena Text: multi-turn | 1465 | 1481 | Gemini 3.5 Flash |
| LMArena Text: longer queries | 1495 | 1483 | Claude Sonnet 5.5 |
| LMArena Text: writing and language | 1474 | 1478 | Gemini 3.5 Flash |
| LMArena Text: entertainment and media | 1461 | 1459 | Claude Sonnet 5.5 |
| LMArena Vision: English | 1289 | 1305 | Gemini 3.5 Flash |
| LMArena Vision: Chinese | Not measured | 1377 | Only Gemini 3.5 Flash measured |
| LMArena Vision: reading text | 1297 | 1317 | Gemini 3.5 Flash |
| LMArena Vision: humor | Not measured | 1321 | Only Gemini 3.5 Flash measured |
| LMArena Vision: creative writing | 1242 | 1301 | Gemini 3.5 Flash |
| LMArena Document | Not measured | 1463 | Only Gemini 3.5 Flash measured |
| Neither model has a result on the other 10 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Sonnet 5.5 | 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 Sonnet 5.5 | Google Gemini 3.5 Flash |
|---|---|---|
| Maker | Anthropic | |
| Weights | No public weights listed | No public weights listed |
| Released | September 28, 2026 | May 19, 2026 |
| Context window | 1M | 1.05M |
| Input $/Mtok | $2.00 | $1.50 |
| Output $/Mtok | $10.00 | $9.00 |
| Coding index | 87.3 | 39.8 |
| Independent measurements behind it | 5 | 4 |
| Cost per solved task | Not computable | $1.21 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Sonnet 5.5 better than Gemini 3.5 Flash for coding?
Pick Claude Sonnet 5.5 for coding: it scores 87.3 on the Vibe Coding Index against 39.8 for Gemini 3.5 Flash. Pick Gemini 3.5 Flash for output tokens 1.1x cheaper ($9.00 vs $10.00 per million) and a larger context window (1.05M against 1M tokens).
Which is cheaper, Claude Sonnet 5.5 or Gemini 3.5 Flash?
Claude Sonnet 5.5 costs $2.00 per million input tokens and $10.00 per million output tokens; Gemini 3.5 Flash costs $1.50 and $9.00. Cost per solved task is known for Gemini 3.5 Flash only.
Which has the bigger context window, Claude Sonnet 5.5 or Gemini 3.5 Flash?
Gemini 3.5 Flash, with 1.05M tokens against 1M.
How many benchmarks is the Claude Sonnet 5.5 vs Gemini 3.5 Flash comparison based on?
75 benchmarks have a result for both models as of October 22, 2026. Claude Sonnet 5.5's coding index rests on 5 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.