Gemini 3.1 Flash Lite Preview vs Qwen3.5-Flash
Qwen3.5-Flash leads Gemini 3.1 Flash Lite Preview on coding, 41.1 to 22.7 on the Vibe Coding Index, and Qwen3.5-Flash costs 5.8x less per output token ($0.26 vs $1.50 per million). Updated October 22, 2026; 46 benchmarks have a result for both.
Gemini 3.1 Flash Lite Preview or Qwen3.5-Flash: which to pick
Pick Qwen3.5-Flash for coding: it scores 41.1 on the Vibe Coding Index against 22.7 for Gemini 3.1 Flash Lite Preview, though on 2 benchmarks against 3.
Pick Gemini 3.1 Flash Lite Preview for a lower cost per solved task ($0.18 against $0.40) and a larger context window (1.05M against 1M tokens).
- Shared results
- 46
- Gemini 3.1 Flash Lite Preview only
- 33
- Qwen3.5-Flash only
- 9
- Like-for-like categories
- 5 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
Qwen3.5-Flash
Qwen3.5-Flash scores 41.1 against 22.7.
3 and 2 benchmarks behind the scores
Intelligence
AA Intelligence Index
No call
Only Gemini 3.1 Flash Lite Preview has a AA Intelligence Index result, 15.6.
Directional only
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
Qwen3.5-Flash
Qwen3.5-Flash leads, 82.8% against 81.1%.
Same board, both measured
Math
AIME
Qwen3.5-Flash
Qwen3.5-Flash leads, 92.5% against 83.3%.
Same board, both measured
Knowledge
MMLU Pro
Gemini 3.1 Flash Lite Preview
Gemini 3.1 Flash Lite Preview leads, 86.2% against 84.1%.
Same board, both measured
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 1M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3.5-Flash
Gemini 3.1 Flash Lite Preview $0.0010, Qwen3.5-Flash $0.0002 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Gemini 3.1 Flash Lite Preview
Gemini 3.1 Flash Lite Preview $0.18, Qwen3.5-Flash $0.40.
Published attempt cost and pass rate
At a glance
- Coding index
- Gemini 3.1 Flash Lite Preview 22.7 from 3 benchmarks, Qwen3.5-Flash 41.1 from 2 benchmarks.
- Widest category
- General, 5.2 points apart on average over 19 shared benchmarks.
- Widest single gap
- ALE-Bench: Gemini 3.1 Flash Lite Preview 797.7 against Qwen3.5-Flash 265.9, 17.7 points apart on a 0 to 100 scale.
- Output price
- Gemini 3.1 Flash Lite Preview $1.50 against Qwen3.5-Flash $0.26 per million output tokens, 5.8x apart.
- Context window
- Gemini 3.1 Flash Lite Preview takes 1.05M tokens, Qwen3.5-Flash 1M.
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-Flash | Ties |
|---|---|---|---|---|
| Coding | 3 | 5 | ||
| Reasoning | 2 | 3 | ||
| Math | 2 | 1 | ||
| Knowledge | 6 | 5 | ||
| General | 18 | 1 | ||
| All shared boards | 31 | 15 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index35
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| LMArena WebDev | 1257 | 1244 | Gemini 3.1 Flash Lite Preview |
| AA Coding Index | 34.7 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LiveCodeBench (Vals AI) | 80.1% | 83.3% | Qwen3.5-Flash |
| SWE-bench Verified (Vals AI) | 62.8% | 64.4% | Qwen3.5-Flash |
| 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 |
| ALE-Bench | 797.7 | 265.9 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: coding | 1400 | 1412 | Qwen3.5-Flash |
| LMArena Text: software and IT | 1413 | 1416 | Qwen3.5-Flash |
| LMArena WebDev: React | 1245 | 1229 | Gemini 3.1 Flash Lite Preview |
| LMArena WebDev: HTML | 1276 | 1291 | Qwen3.5-Flash |
| 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 24 boards here | |||
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 15.6 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Epoch Capabilities Index | Not measured | 143.5 | Only Qwen3.5-Flash measured |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index5 boards, none shared
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | 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 |
| Neither model has a result on the other 36 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index23
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| GPQA Diamond | 81.1% | 82.8% | Qwen3.5-Flash |
| MMMU Pro (Vals AI) | 82.5% | 81.9% | Gemini 3.1 Flash Lite Preview |
| GPQA Diamond (Epoch AI run) | Not measured | 82.3% | Only Qwen3.5-Flash measured |
| Chess puzzles | Not measured | 14.0% | Only Qwen3.5-Flash measured |
| Mystery game puzzles | Not measured | 20.0% | Only Qwen3.5-Flash measured |
| LMArena Text: hard prompts | 1407 | 1403 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: expert | 1398 | 1407 | Qwen3.5-Flash |
| LMArena Text: hard prompts in English | 1403 | 1409 | Qwen3.5-Flash |
| LMArena Vision: diagrams | 1242 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: homework | 1271 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 12 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index21
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| AIME | 83.3% | 92.5% | Qwen3.5-Flash |
| OTIS Mock AIME | Not measured | 84.4% | Only Qwen3.5-Flash measured |
| FrontierMath, tiers 1 to 3 | Not measured | 18.2% | Only Qwen3.5-Flash measured |
| LMArena Text: math | 1428 | 1407 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: mathematical work | 1417 | 1413 | Gemini 3.1 Flash Lite Preview |
| Neither model has a result on the other 8 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index65
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| MMLU Pro | 86.2% | 84.1% | Gemini 3.1 Flash Lite Preview |
| LegalBench (Vals AI) | 83.8% | 84.3% | Qwen3.5-Flash |
| CaseLaw (Vals AI) | 55.0% | 56.0% | Qwen3.5-Flash |
| CorpFin (Vals AI) | 59.4% | 63.6% | Qwen3.5-Flash |
| TaxEval (Vals AI) | 71.8% | 72.2% | Qwen3.5-Flash |
| MortgageTax (Vals AI) | 68.0% | 67.4% | Gemini 3.1 Flash Lite Preview |
| MedCode (Vals AI) | 47.6% | 33.0% | Gemini 3.1 Flash Lite Preview |
| SimpleQA Verified | Not measured | 20.3% | Only Qwen3.5-Flash measured |
| LMArena Text: science | 1425 | 1415 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: medicine and healthcare | 1428 | 1407 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: legal and government | 1418 | 1398 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: business and finance | 1389 | 1394 | Qwen3.5-Flash |
| FACTS Benchmark Suite | 51.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 5 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-Flash | 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 index181
| Benchmark | Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash | Leader |
|---|---|---|---|
| SAGE (Vals AI) | 49.5% | 42.5% | Gemini 3.1 Flash Lite Preview |
| MedScribe (Vals AI) | 63.9% | 70.6% | Qwen3.5-Flash |
| Vals Multimodal Index | 41.4% | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| DTBench | Not measured | 82.9% | Only Qwen3.5-Flash measured |
| LMCA | Not measured | 29.1% | Only Qwen3.5-Flash measured |
| LMArena Text | 1416 | 1397 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: instruction following | 1377 | 1374 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: creative writing | 1401 | 1343 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision | 1240 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Text: English | 1414 | 1404 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: non-English | 1410 | 1385 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Chinese | 1460 | 1445 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: German | 1430 | 1390 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Japanese | 1413 | 1369 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Korean | 1392 | 1344 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: French | 1424 | 1413 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Spanish | 1421 | 1400 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Russian | 1420 | 1380 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: Polish | 1443 | 1376 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: multi-turn | 1417 | 1393 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: longer queries | 1394 | 1392 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: writing and language | 1408 | 1369 | Gemini 3.1 Flash Lite Preview |
| LMArena Text: entertainment and media | 1386 | 1347 | Gemini 3.1 Flash Lite Preview |
| LMArena Vision: English | 1232 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: Chinese | 1278 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: reading text | 1246 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: humor | 1266 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: captioning | 1259 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: recognizing things | 1308 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| LMArena Vision: creative writing | 1248 | Not measured | Only Gemini 3.1 Flash Lite Preview measured |
| Neither model has a result on the other 16 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-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
Qwen3.5-Flash costs less
Repository review
50K input + 3K output tokens
Qwen3.5-Flash costs less
Agent loop
200K input + 10K output tokens
Qwen3.5-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 | Google Gemini 3.1 Flash Lite Preview | Qwen3.5-Flash |
|---|---|---|
| Maker | Qwen | |
| Weights | No public weights listed | No public weights listed |
| Released | March 3, 2026 | February 25, 2026 |
| Context window | 1.05M | 1M |
| Input $/Mtok | $0.25 | $0.065 |
| Output $/Mtok | $1.50 | $0.26 |
| Coding index | 22.7 | 41.1 |
| Independent measurements behind it | 3 | 2 |
| Cost per solved task | $0.18 | $0.40 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Gemini 3.1 Flash Lite Preview better than Qwen3.5-Flash for coding?
Pick Qwen3.5-Flash for coding: it scores 41.1 on the Vibe Coding Index against 22.7 for Gemini 3.1 Flash Lite Preview, though on 2 benchmarks against 3. Pick Gemini 3.1 Flash Lite Preview for a lower cost per solved task ($0.18 against $0.40) and a larger context window (1.05M against 1M tokens).
Which is cheaper, Gemini 3.1 Flash Lite Preview or Qwen3.5-Flash?
Gemini 3.1 Flash Lite Preview costs $0.25 per million input tokens and $1.50 per million output tokens; Qwen3.5-Flash costs $0.065 and $0.26. Per solved SWE-bench Verified task, Gemini 3.1 Flash Lite Preview costs $0.18 and Qwen3.5-Flash $0.40.
Which has the bigger context window, Gemini 3.1 Flash Lite Preview or Qwen3.5-Flash?
Gemini 3.1 Flash Lite Preview, with 1.05M tokens against 1M.
How many benchmarks is the Gemini 3.1 Flash Lite Preview vs Qwen3.5-Flash comparison based on?
46 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-Flash's on 2. Where only one model has a result, the page says so instead of naming a winner.