Gemini 3.1 Flash Lite Preview vs Qwen3.5-27B
Qwen3.5-27B leads Gemini 3.1 Flash Lite Preview on the Artificial Analysis Intelligence Index, 22.9 to 15.6, at about the same output price ($1.56 vs $1.50 per million). Updated October 22, 2026; 43 benchmarks have a result for both.
Gemini 3.1 Flash Lite Preview or Qwen3.5-27B: which to pick
Only Gemini 3.1 Flash Lite Preview has a coding score, 22.7 on the Vibe Coding Index; Qwen3.5-27B has none, so the two cannot be ranked on coding.
Pick Qwen3.5-27B for work measured by LMArena WebDev or LMArena Text: coding, where it leads.
- Shared results
- 43
- Gemini 3.1 Flash Lite Preview only
- 36
- Qwen3.5-27B only
- 10
- Like-for-like categories
- 6 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
No call
Only Gemini 3.1 Flash Lite Preview has a coding score, so no call is made.
One side not measured
Intelligence
AA Intelligence Index
Qwen3.5-27B
Qwen3.5-27B leads, 22.9 against 15.6.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Gemini 3.1 Flash Lite Preview has a AA Agentic Index result, 1.6.
Directional only
Reasoning
GPQA Diamond
No call
Only Gemini 3.1 Flash Lite Preview has a GPQA Diamond result, 81.1%.
Directional only
Math
AIME
No call
Only Gemini 3.1 Flash Lite Preview has a AIME result, 83.3%.
Directional only
Knowledge
MMLU Pro
No call
Only Gemini 3.1 Flash Lite Preview has a MMLU Pro result, 86.2%.
Directional only
Web design
Design Arena: websites
No call
Only Gemini 3.1 Flash Lite Preview has a Design Arena: websites result, 1082.
Directional only
Long documents
Listed context window
Gemini 3.1 Flash Lite Preview
Gemini 3.1 Flash Lite Preview takes 1.05M tokens against 262K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3.5-27B
Gemini 3.1 Flash Lite Preview $0.0010, Qwen3.5-27B $0.0010 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only Gemini 3.1 Flash Lite Preview has the number, $0.18.
Directional only
At a glance
- Coding index
- Gemini 3.1 Flash Lite Preview 22.7 from 3 benchmarks, Qwen3.5-27B not benchmarked.
- Widest category
- Coding, 12.0 points apart on average over 6 shared benchmarks.
- Widest single gap
- LMArena WebDev: HTML: Gemini 3.1 Flash Lite Preview 1276 against Qwen3.5-27B 1386, 18.2 points apart on a 0 to 100 scale.
- Output price
- Gemini 3.1 Flash Lite Preview $1.50 against Qwen3.5-27B $1.56 per million output tokens, 1.0x apart.
- Context window
- Gemini 3.1 Flash Lite Preview takes 1.05M tokens, Qwen3.5-27B 262K.
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 | Gemini 3.1 Flash Lite Preview | Bars | Qwen3.5-27B | Ties |
|---|---|---|---|---|
| Coding | 1 | 5 | ||
| Intelligence | 0 | 1 | ||
| Reasoning | 1 | 4 | ||
| Math | 0 | 2 | ||
| Knowledge | 2 | 2 | ||
| General | 18 | 7 | ||
| All shared boards | 22 | 21 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index15
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| LMArena WebDev | 1257 | 1358 | Qwen3.5-27B |
| AA Coding Index | 34.7 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LiveCodeBench (Vals AI) | 80.1% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| SWE-bench Verified (Vals AI) | 62.8% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Vibe Code Bench (Vals AI) | 0.0% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Code migration (Vals AI) | 4.6% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| ProgramBench (Vals AI) | 0.0% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Terminal-Bench 2.1 (Vals AI) | 34.1% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Terminal-Bench Hard (Artificial Analysis run) | Not measured | 32.6% | Only Qwen3.5-27B measured |
| WeirdML | Not measured | 39.5% | Only Qwen3.5-27B measured |
| ALE-Bench | 797.7 | 349.4 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: coding | 1400 | 1427 | Qwen3.5-27B |
| LMArena Text: software and IT | 1413 | 1431 | Qwen3.5-27B |
| LMArena WebDev: React | 1245 | 1346 | Qwen3.5-27B |
| LMArena WebDev: HTML | 1276 | 1386 | Qwen3.5-27B |
| LMArena WebDev: from an image | 1336 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| SciCode | 4.6% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 22 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| AA Intelligence Index | 15.6 | 22.9 | Qwen3.5-27B |
| Neither model has a result on the other 1 board here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index7 boards, none shared
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| AA Agentic Index | 1.6 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Finance Agent (Vals AI) | 30.0% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Tax Agent Bench (Vals AI) | 3.1% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Legal Research Bench (Vals AI) | 3.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Excel Modeling Benchmark (Vals AI) | 8.6% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| τ²-Bench Telecom | Not measured | 93.9% | Only Qwen3.5-27B measured |
| Vending-Bench 2 | Not measured | $202 | Only Qwen3.5-27B measured |
| Neither model has a result on the other 34 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index14
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| GPQA Diamond | 81.1% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| MMMU Pro (Vals AI) | 82.5% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| GPQA Diamond (Artificial Analysis run) | Not measured | 85.8% | Only Qwen3.5-27B measured |
| Humanity's Last Exam (Artificial Analysis run) | Not measured | 23.9% | Only Qwen3.5-27B measured |
| LMArena Text: hard prompts | 1407 | 1415 | Qwen3.5-27B |
| LMArena Text: expert | 1398 | 1427 | Qwen3.5-27B |
| LMArena Text: hard prompts in English | 1403 | 1429 | Qwen3.5-27B |
| LMArena Vision: diagrams | 1242 | 1249 | Qwen3.5-27B |
| LMArena Vision: homework | 1271 | 1256 | Gemini 3.1 Flash Lite Preview |
| Neither model has a result on the other 13 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| AIME | 83.3% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Text: math | 1428 | 1429 | Qwen3.5-27B |
| LMArena Text: mathematical work | 1417 | 1429 | Qwen3.5-27B |
| Neither model has a result on the other 10 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index22
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| MMLU Pro | 86.2% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LegalBench (Vals AI) | 83.8% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| CaseLaw (Vals AI) | 55.0% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| CorpFin (Vals AI) | 59.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| TaxEval (Vals AI) | 71.8% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| MortgageTax (Vals AI) | 68.0% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| MedCode (Vals AI) | 47.6% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Text: science | 1425 | 1437 | Qwen3.5-27B |
| LMArena Text: medicine and healthcare | 1428 | 1425 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: legal and government | 1418 | 1405 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: business and finance | 1389 | 1399 | Qwen3.5-27B |
| FACTS Benchmark Suite | 51.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 6 boards here | |||
Web designDirectional onlyPublic boards, shown as published, kept out of the index8 boards, none shared
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| Design Arena: websites | 1082 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: UI components | 1069 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: game dev | 1029 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: data viz | 1045 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: 3D | 1047 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: all code categories | 1072 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: SVG | 1052 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Design Arena: ASCII art | 1167 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index187
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | Leader |
|---|---|---|---|
| SAGE (Vals AI) | 49.5% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| MedScribe (Vals AI) | 63.9% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Vals Multimodal Index | 41.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| IFBench | Not measured | 75.6% | Only Qwen3.5-27B measured |
| Long context reasoning (AA-LCR) | Not measured | 77.7% | Only Qwen3.5-27B measured |
| DTBench | Not measured | 82.4% | Only Qwen3.5-27B measured |
| LMCA | Not measured | 34.0% | Only Qwen3.5-27B measured |
| LMArena Text | 1416 | 1409 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: instruction following | 1377 | 1393 | Qwen3.5-27B |
| LMArena Text: creative writing | 1401 | 1362 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision | 1240 | 1241 | Qwen3.5-27B |
| LMArena Text: English | 1414 | 1425 | Qwen3.5-27B |
| LMArena Text: non-English | 1410 | 1390 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Chinese | 1460 | 1478 | Qwen3.5-27B |
| LMArena Text: German | 1430 | 1392 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Japanese | 1413 | 1346 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Korean | 1392 | 1359 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: French | 1424 | 1410 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Spanish | 1421 | 1407 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Russian | 1420 | 1390 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Polish | 1443 | 1375 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: multi-turn | 1417 | 1410 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: longer queries | 1394 | 1413 | Qwen3.5-27B |
| LMArena Text: writing and language | 1408 | 1380 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: entertainment and media | 1386 | 1363 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: English | 1232 | 1246 | Qwen3.5-27B |
| LMArena Vision: Chinese | 1278 | 1301 | Qwen3.5-27B |
| LMArena Vision: reading text | 1246 | 1246 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: humor | 1266 | 1227 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: captioning | 1259 | 1170 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: recognizing things | 1308 | 1210 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: creative writing | 1248 | 1224 | Gemini 3.1 Flash Lite Preview |
| Neither model has a result on the other 14 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-27B | 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
Qwen3.5-27B costs less
Repository review
50K input + 3K output tokens
Qwen3.5-27B costs less
Agent loop
200K input + 10K output tokens
Qwen3.5-27B 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 | Google Gemini 3.1 Flash Lite Preview | Qwen3.5-27B |
|---|---|---|
| Maker | Qwen | |
| Weights | No public weights listed | Open weights |
| Released | March 3, 2026 | February 25, 2026 |
| Context window | 1.05M | 262K |
| Input $/Mtok | $0.25 | $0.195 |
| Output $/Mtok | $1.50 | $1.56 |
| Coding index | 22.7 | Not benchmarked |
| Independent measurements behind it | 3 | 1 |
| Cost per solved task | $0.18 | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Gemini 3.1 Flash Lite Preview better than Qwen3.5-27B for coding?
Only Gemini 3.1 Flash Lite Preview has a coding score, 22.7 on the Vibe Coding Index; Qwen3.5-27B has none, so the two cannot be ranked on coding. Pick Qwen3.5-27B for work measured by LMArena WebDev or LMArena Text: coding, where it leads.
Which is cheaper, Gemini 3.1 Flash Lite Preview or Qwen3.5-27B?
Gemini 3.1 Flash Lite Preview costs $0.25 per million input tokens and $1.50 per million output tokens; Qwen3.5-27B costs $0.195 and $1.56. Cost per solved task is known for Gemini 3.1 Flash Lite Preview only.
Which has the bigger context window, Gemini 3.1 Flash Lite Preview or Qwen3.5-27B?
Gemini 3.1 Flash Lite Preview, with 1.05M tokens against 262K.
How many benchmarks is the Gemini 3.1 Flash Lite Preview vs Qwen3.5-27B comparison based on?
43 benchmarks have a result for both models as of October 22, 2026. Gemini 3.1 Flash Lite Preview's coding index rests on 3 independent benchmarks and Qwen3.5-27B's on 1. Where only one model has a result, the page says so instead of naming a winner.