Model comparison
Gemini 3.1 Flash-Lite vs Qwen3.7 Plus
Head-to-head evidence from 18 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 3.1 Flash-Lite #111 (Supported); Qwen3.7 Plus #21 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3.1 Flash-Lite and Qwen3.7 Plus share 18 comparable benchmark results. 1 of 8 categories are comparable. 2 results are unique to Gemini 3.1 Flash-Lite; 51 to Qwen3.7 Plus.
Updated July 23, 2026- Shared results
- 18
- Gemini 3.1 Flash-Lite only
- 2
- Qwen3.7 Plus only
- 51
- Comparable categories
- 1 / 8
Pick Qwen3.7 Plus if you want the stronger benchmark profile. Gemini 3.1 Flash-Lite only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
Confidence note. This is a partial-evidence comparison with 18 shared benchmark results across 6 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Qwen3.7 Plus is clearly ahead on the BenchAlign aggregate, 67.22 to 50.83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.7 Plus's sharpest advantage is in multimodal & grounded, where it averages 81.5 against 73.2. The single biggest benchmark swing on the page is CharXiv, 73.2% to 85.9%.
Qwen3.7 Plus is the reasoning model in the pair, while Gemini 3.1 Flash-Lite is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Gemini 3.1 Flash-Lite | Δ | Qwen3.7 Plus |
|---|---|---|---|
| Multimodal | Gemini 3.1 Flash-Lite73.2 | Margin→ 8.3 | Qwen3.7 Plus81.5 |
| Agentic | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus71.7 |
| Coding | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus75.6 |
| Reasoning | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus91.7 |
| Knowledge | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus60.1 |
| Math | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus92.9 |
| Multilingual | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus85.4 |
| Inst. Following | Gemini 3.1 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus84.5 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
CharXiv
MultimodalA 73.2%B 85.9%Winner: Qwen3.7 PlusΔ 12.7CharXiv: Gemini 3.1 Flash-Lite scored 73.2%; Qwen3.7 Plus scored 85.9%. Qwen3.7 Plus wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3.1 Flash-Lite | Qwen3.7 Plus | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3.1 Flash-Lite$0.25 input / $1.5 output | Qwen3.7 PlusNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Gemini 3.1 Flash-Lite205 tok/s | Qwen3.7 PlusNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Gemini 3.1 Flash-Lite7.50 s | Qwen3.7 PlusNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Gemini 3.1 Flash-Lite1M | Qwen3.7 Plus1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic17 benchmarks
| Benchmark | Gemini 3.1 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| AA Agentic IndexSource | 6.2% | 20.8% | Qwen3.7 Plus leads |
| APEX-Agents-AASource | 12.2% | 22.4% | Qwen3.7 Plus leads |
| τ²-bench resultsSource | 31.3% | 93% | Qwen3.7 Plus leads |
| GDPval-AASource | 7.1% | 21.8% | Qwen3.7 Plus leads |
| GDPval-AASource | 642 | 936 | Qwen3.7 Plus leads |
| Gert LabsSource | 38.46% | — | Not comparable |
| Terminal-Bench 2.0Source | — | 70.3% | Not comparable |
| QwenClawBenchSource | — | 61.8% | Not comparable |
| QwenWebBenchSource | — | 1536 | Not comparable |
| Claw-EvalSource | — | 62.7% | Not comparable |
| BFCL v4Source | — | 72.9% | Not comparable |
| MCP AtlasSource | — | 73.2% | Not comparable |
| VITA-BenchSource | — | 45.6% | Not comparable |
| DeepPlanningSource | — | 62.3% | Not comparable |
| OSWorld-VerifiedSource | — | 73.3% | Not comparable |
| AndroidWorldSource | — | 81.0% | Not comparable |
| OSWorld 2.0Source | — | 2.8% | Not comparable |
Coding10 benchmarks
| Benchmark | Gemini 3.1 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| Vibe Code BenchSource | 0.00% | — | Not comparable |
| AA Coding IndexSource | 34.7% | 55.9% | Qwen3.7 Plus leads |
| AA-SciCodeSource | 41.9% | 45.5% | Qwen3.7 Plus leads |
| Terminal-Bench 2.0Source | — | 70.3% | Not comparable |
| SWE-bench VerifiedSource | — | 77.7% | Not comparable |
| SWE-bench ProSource | — | 57.6% | Not comparable |
| SWE MultilingualSource | — | 75.8% | Not comparable |
| NL2RepoSource | — | 41.1% | Not comparable |
| SciCodeSource | — | 51.3% | Not comparable |
| LiveCodeBenchSource | — | 89.6% | Not comparable |
Reasoning3 benchmarks
Knowledge13 benchmarks
| Benchmark | Gemini 3.1 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 25.0% | 39.0% | Qwen3.7 Plus leads |
| AA-GPQA DiamondSource | 82.2% | 90.0% | Qwen3.7 Plus leads |
| AA-HLESource | 16.2% | 33.4% | Qwen3.7 Plus leads |
| AA-Omniscience IndexSource | -15.5% | 2.4% | Qwen3.7 Plus leads |
| AA-Omniscience AccuracySource | 36.4% | 22.2% | Gemini 3.1 Flash-Lite leads |
| AA-Omniscience Hallucination RateSource | 81.6% | 25.5% | Qwen3.7 Plus leads |
| GPQASource | — | 90.3% | Not comparable |
| GPQA-DSource | — | 90.3% | Not comparable |
| HLESource | — | 34.7% | Not comparable |
| MMLU-ProSource | — | 88.5% | Not comparable |
| MMLU-ReduxSource | — | 94.5% | Not comparable |
| SuperGPQASource | — | 71.4% | Not comparable |
| MMMLUSource | — | 89.0% | Not comparable |
Math3 benchmarks
Multilingual5 benchmarks
MultimodalQwen3.7 Plus wins17 benchmarks
| Benchmark | Gemini 3.1 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| CharXivSource | 73.2% | 85.9% | Qwen3.7 Plus leads |
| AA-MMMU-ProSource | 75.5% | 80.5% | Qwen3.7 Plus leads |
| MMMU-ProSource | — | 79% | Not comparable |
| MathVisionSource | — | 90.3% | Not comparable |
| ERQASource | — | 69.8% | Not comparable |
| MedXpertQA (MM)Source | — | 71.0% | Not comparable |
| ScreenSpot ProSource | — | 79.0% | Not comparable |
| SimpleVQASource | — | 81.7% | Not comparable |
| MMSearch-PlusSource | — | 41.4% | Not comparable |
| RealWorldQASource | — | 86.9% | Not comparable |
| OmniDocBench 1.5Source | — | 91.4% | Not comparable |
| OCRBench V2Source | — | 70.7% | Not comparable |
| ODINW13Source | — | 51.1% | Not comparable |
| Video-MME (with subtitle)Source | — | 88.0% | Not comparable |
| VideoMMMUSource | — | 85.4% | Not comparable |
| MLVU (M-Avg)Source | — | 87.4% | Not comparable |
| Design Arena WebsiteSource | — | 1288 | Not comparable |
Frequently Asked Questions (2)
Which is better, Gemini 3.1 Flash-Lite or Qwen3.7 Plus?
Qwen3.7 Plus is ahead on BenchLM's BenchAlign leaderboard, 67.22 to 50.83. The biggest single separator in this matchup is CharXiv, where the scores are 73.2% and 85.9%.
Which is better for multimodal and grounded tasks, Gemini 3.1 Flash-Lite or Qwen3.7 Plus?
Qwen3.7 Plus has the edge for multimodal and grounded tasks in this comparison, averaging 81.5 versus 73.2. Inside this category, CharXiv is the benchmark that creates the most daylight between them.
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