Model comparison
Gemini 3.1 Pro Preview vs Qwen3 14B
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 35.5 on the Noometry Index. Qwen3 14B costs 7.3× less per token, which makes it the better buy when Gemini 3.1 Pro Preview's lead doesn't matter for your workload.
Last verified . 9 shared benchmarks.
Summary
- They share 9 benchmarks with published results for both. Gemini 3.1 Pro Preview scores higher in 6 categories and Qwen3 14B in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.1 Pro Preview leads 71.7 to 18.5.
- The biggest single-benchmark swing is Chess Puzzles: 55% for Gemini 3.1 Pro Preview and 4% for Qwen3 14B.
- Qwen3 14B is cheaper at $0.35 / $1.40 per million input/output tokens, against $2 / $12 for Gemini 3.1 Pro Preview.
- Gemini 3.1 Pro Preview accepts more context: 1.05M tokens versus 131K.
- Qwen3 14B has downloadable open weights; the other is API-only.
Side by side
| Gemini 3.1 Pro Preview | Qwen3 14B | |
|---|---|---|
| Provider | Alibaba (Qwen) | |
| Noometry Index | 56.7 | 35.5 |
| Released | 2026-02-19 | 2025-04 |
| Weights | Proprietary | Open |
| Context window | 1.05M | 131K |
| Max output | 66K | 8K |
| Input $ / M tokens | $2 | $0.35 |
| Output $ / M tokens | $12 | $1.40 |
| Results tracked | 71 | 12 |
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Category by category
Coding Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 42.5 (#99), Qwen3 14B: 37.3 (#195)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| SciCode | 58.9% | 31.6% |
| SWE-bench Verified | 75.6% | — |
| DeepSWE | 11.7% | — |
| LMArena WebDev | 1447 | — |
| GSO | 22.6% | — |
| WeirdML | 72.1% | — |
| LMArena Coding | 1484 | — |
| MirrorCode | 8.9% | — |
| ALE-Bench | 1,161 | — |
| AlgoTune | 2.02 | — |
Agentic & Tool Use Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 37.7 (#34), Qwen3 14B: 29.6 (#83)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| Terminal-Bench | 80.2% | — |
| APEX-Agents | 35.3% | — |
| Berkeley Function Calling Leaderboard | — | 41% |
| τ²-bench Banking | 26% | — |
| DeepResearch Bench | 47.8% | — |
| PostTrainBench | 22% | — |
| BALROG | 57% | — |
| ExploitBench | 26.1% | — |
| GBAEval | 0.8% | — |
| GDP.pdf | 17% | — |
| LMArena Search | 1211 | — |
| METR Time Horizons | 77% | — |
| Vending-Bench 2 | 3,774 | — |
Reasoning Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 71.7 (#12), Qwen3 14B: 18.5 (#280)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| CritPt | 17.7% | 0% |
| Chess Puzzles | 55% | 4% |
| DTBench | 97.1% | 64% |
| LMCA | 53.8% | 18.2% |
| Epoch Capabilities Index | 154.77 | 138.23 |
| ARC-AGI-2 | 77.1% | — |
| SimpleBench | 79.6% | — |
| Kagi LLM Benchmark | — | 49.1% |
| NYT Connections (extended) | 97.4% | — |
| ARC-AGI-1 | 98% | — |
| EnigmaEval | 36.8% | — |
| Thematic Generalization | 79.4% | — |
| EBR-Bench | 14.3% | — |
| LMArena Hard Prompts | 1485 | — |
| Mystery Game Puzzles | 34% | — |
| ForecastBench | 59 | — |
Math Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 62.1 (#34), Qwen3 14B: 38.6 (#133)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 95.6% | 66.4% |
| FrontierMath (Tiers 1-3) | 59.6% | — |
| FrontierMath Tier 4 | 26.8% | — |
| MathArena Final-Answer Competitions | 86.5% | — |
| ProofBench | 26% | — |
| LMArena Math | 1485 | — |
| FrontierMath (Feb 2025 set) | 36.9% | — |
| FrontierMath Tier 4 (v1) | 16.7% | — |
Knowledge Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 71.8 (#3), Qwen3 14B: 39.3 (#134)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| GPQA Diamond | 94.4% | 63.8% |
| Vectara Hallucination Rate | 10.4% | 5.4% |
| Humanity's Last Exam | 46.4% | — |
| SimpleQA Verified | 73.5% | — |
| LMArena Expert | 1485 | — |
Multimodal Not comparable
Gemini 3.1 Pro Preview: 37.9 (#69), Qwen3 14B: —
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| LMArena Vision | 1296 | — |
| Blueprint-Bench 2 | 26.5% | — |
| Furniture Assembly | 26.7% | — |
| LMArena Document | 1444 | — |
Multilingual Not comparable
Gemini 3.1 Pro Preview: 57.0 (#12), Qwen3 14B: —
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| LMArena Non-English | 1477 | — |
| LMArena Chinese | 1529 | — |
| LMArena French | 1487 | — |
| LMArena German | 1491 | — |
| LMArena Japanese | 1493 | — |
| LMArena Korean | 1455 | — |
| LMArena Russian | 1498 | — |
| LMArena Spanish | 1479 | — |
Instruction Following Not comparable
Gemini 3.1 Pro Preview: 77.0 (#32), Qwen3 14B: —
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| LMArena Instruction Following | 1466 | — |
Long Context Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 47.4 (#18), Qwen3 14B: 38.1 (#204)
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| Fiction.LiveBench | — | 62.5% |
| CL-bench | 20.8% | — |
| CL-bench Life | 16.9% | — |
| LMArena Longer Query | 1483 | — |
Writing & Preference Not comparable
Gemini 3.1 Pro Preview: 66.1 (#37), Qwen3 14B: —
| Benchmark | Gemini 3.1 Pro Preview | Qwen3 14B |
|---|---|---|
| LMArena Text | 1481 | — |
| LMArena Creative Writing | 1482 | — |
| EQ-Bench Creative Writing | 1491 | — |
| EQ-Bench 4 | 1142 | — |
| LMArena Multi-Turn | 1488 | — |
Frequently asked questions
Is Gemini 3.1 Pro Preview better than Qwen3 14B?
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 35.5 on the Noometry Index. Qwen3 14B costs 7.3× less per token, which makes it the better buy when Gemini 3.1 Pro Preview's lead doesn't matter for your workload.
Which is cheaper, Gemini 3.1 Pro Preview or Qwen3 14B?
Qwen3 14B is cheaper. It lists at $0.35 per million input tokens and $1.40 per million output tokens; Gemini 3.1 Pro Preview lists at $2 and $12.
Is Gemini 3.1 Pro Preview or Qwen3 14B better for coding?
Gemini 3.1 Pro Preview scores higher on coding benchmarks: 42.5 versus 37.3 in the Noometry coding category.
Which has the bigger context window?
Gemini 3.1 Pro Preview does, with 1.05M tokens against 131K.
How many benchmarks do Gemini 3.1 Pro Preview and Qwen3 14B share?
9 benchmarks have published results for both models. Gemini 3.1 Pro Preview has 71 scored results on Noometry and Qwen3 14B has 12.