Model comparison
Gemini 3.5 Flash-Lite vs Qwen3.7 Plus
Head-to-head evidence from 19 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 3.5 Flash-Lite unranked (Not scored); Qwen3.7 Plus #21 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3.5 Flash-Lite and Qwen3.7 Plus share 19 comparable benchmark results. 3 of 8 categories are comparable. 2 results are unique to Gemini 3.5 Flash-Lite; 50 to Qwen3.7 Plus.
Updated July 21, 2026- Shared results
- 19
- Gemini 3.5 Flash-Lite only
- 2
- Qwen3.7 Plus only
- 50
- Comparable categories
- 3 / 8
Treat this as a split decision. Gemini 3.5 Flash-Lite makes more sense if its workflow fits your team better; Qwen3.7 Plus is the better fit if coding is the priority.
Confidence note. This is a partial-evidence comparison with 19 shared benchmark results across 5 evidence categories; 3 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Gemini 3.5 Flash-Lite and Qwen3.7 Plus finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.
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 3.5 Flash-Lite | Δ | Qwen3.7 Plus |
|---|---|---|---|
| Coding | Gemini 3.5 Flash-Lite54.2 | Margin→ 21.4 | Qwen3.7 Plus75.6 |
| Reasoning | Gemini 3.5 Flash-Lite72.2 | Margin→ 19.5 | Qwen3.7 Plus91.7 |
| Agentic | Gemini 3.5 Flash-Lite63.4 | Margin→ 8.3 | Qwen3.7 Plus71.7 |
| Knowledge | Gemini 3.5 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus60.1 |
| Math | Gemini 3.5 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus92.9 |
| Multilingual | Gemini 3.5 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus85.4 |
| Multimodal | Gemini 3.5 Flash-LiteNot measured | MarginNo overlap | Qwen3.7 Plus81.5 |
| Inst. Following | Gemini 3.5 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 ↗
MRCRv2
ReasoningA 72.2%B 91.7%Winner: Qwen3.7 PlusΔ 19.5MRCRv2: Gemini 3.5 Flash-Lite scored 72.2%; Qwen3.7 Plus scored 91.7%. Qwen3.7 Plus wins this benchmark. - Source ↗
Terminal-Bench 2.0
AgenticA 54%B 70.3%Winner: Qwen3.7 PlusΔ 16.3Terminal-Bench 2.0: Gemini 3.5 Flash-Lite scored 54%; Qwen3.7 Plus scored 70.3%. Qwen3.7 Plus wins this benchmark. - Source ↗
SWE-bench Pro
CodingA 54.2%B 57.6%Winner: Qwen3.7 PlusΔ 3.4SWE-bench Pro: Gemini 3.5 Flash-Lite scored 54.2%; Qwen3.7 Plus scored 57.6%. Qwen3.7 Plus wins this benchmark. - Source ↗
OSWorld-Verified
AgenticA 74%B 73.3%Winner: Gemini 3.5 Flash-LiteΔ 0.7OSWorld-Verified: Gemini 3.5 Flash-Lite scored 74%; Qwen3.7 Plus scored 73.3%. Gemini 3.5 Flash-Lite wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3.5 Flash-Lite | Qwen3.7 Plus | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3.5 Flash-Lite$0.3 input / $2.5 output | Qwen3.7 PlusNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Gemini 3.5 Flash-LiteNot available | Qwen3.7 PlusNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Gemini 3.5 Flash-LiteNot available | Qwen3.7 PlusNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Gemini 3.5 Flash-Lite1M | Qwen3.7 Plus1M | Listed context windows are equal. |
Benchmark Deep Dive
AgenticQwen3.7 Plus wins18 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 54% | 70.3% | Qwen3.7 Plus leads |
| OSWorld-VerifiedSource | 74% | 73.3% | Gemini 3.5 Flash-Lite leads |
| GDPval-AASource | 1140 | 936 | Gemini 3.5 Flash-Lite leads |
| AA Agentic IndexSource | 26.8% | 20.8% | Gemini 3.5 Flash-Lite leads |
| GDPval-AASource | 32.0% | 21.8% | Gemini 3.5 Flash-Lite leads |
| AA BriefcaseSource | 634 | — | Not comparable |
| AA Tau3 BankingSource | 16.5% | — | 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 |
| AndroidWorldSource | — | 81.0% | Not comparable |
| APEX-Agents-AASource | — | 22.4% | Not comparable |
| τ²-bench resultsSource | — | 93% | Not comparable |
| OSWorld 2.0Source | — | 2.8% | Not comparable |
CodingQwen3.7 Plus wins9 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 54.0% | 70.3% | Qwen3.7 Plus leads |
| SWE-bench ProSource | 54.2% | 57.6% | Qwen3.7 Plus leads |
| AA Coding IndexSource | 49.3% | 55.9% | Qwen3.7 Plus leads |
| AA-SciCodeSource | 40.9% | 45.5% | Qwen3.7 Plus leads |
| SWE-bench VerifiedSource | — | 77.7% | Not comparable |
| SWE MultilingualSource | — | 75.8% | Not comparable |
| NL2RepoSource | — | 41.1% | Not comparable |
| SciCodeSource | — | 51.3% | Not comparable |
| LiveCodeBenchSource | — | 89.6% | Not comparable |
ReasoningQwen3.7 Plus wins3 benchmarks
Knowledge13 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 36.5% | 39.0% | Qwen3.7 Plus leads |
| AA-GPQA DiamondSource | 83.8% | 90.0% | Qwen3.7 Plus leads |
| AA-HLESource | 17.5% | 33.4% | Qwen3.7 Plus leads |
| AA-Omniscience IndexSource | 6.9% | 2.4% | Gemini 3.5 Flash-Lite leads |
| AA-Omniscience AccuracySource | 30.3% | 22.2% | Gemini 3.5 Flash-Lite leads |
| AA-Omniscience Hallucination RateSource | 33.5% | 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
Multimodal17 benchmarks
| Benchmark | Gemini 3.5 Flash-Lite | Qwen3.7 Plus | Result |
|---|---|---|---|
| AA-MMMU-ProSource | 79.0% | 80.5% | Qwen3.7 Plus leads |
| MMMU-ProSource | — | 79% | Not comparable |
| MathVisionSource | — | 90.3% | Not comparable |
| CharXivSource | — | 85.9% | 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 (4)
Which is better, Gemini 3.5 Flash-Lite or Qwen3.7 Plus?
Gemini 3.5 Flash-Lite and Qwen3.7 Plus are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.
Which is better for coding, Gemini 3.5 Flash-Lite or Qwen3.7 Plus?
Qwen3.7 Plus has the edge for coding in this comparison, averaging 75.6 versus 54.2. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Which is better for reasoning, Gemini 3.5 Flash-Lite or Qwen3.7 Plus?
Qwen3.7 Plus has the edge for reasoning in this comparison, averaging 91.7 versus 72.2. Inside this category, MRCRv2 is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, Gemini 3.5 Flash-Lite or Qwen3.7 Plus?
Qwen3.7 Plus has the edge for agentic tasks in this comparison, averaging 71.7 versus 63.4. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.
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