Hardest reasoning tasks
Choose Qwen3.7-Plus
Qwen3.7-Plus scores 25.2 on the Artificial Analysis Intelligence Index, against 22.2 for Gemini 3.5 Flash-Lite.
Choose Gemini 3.5 Flash-Lite for reasoning over long documents and the latest release. Choose Qwen3.7-Plus for the hardest reasoning tasks.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose Qwen3.7-Plus
Qwen3.7-Plus scores 25.2 on the Artificial Analysis Intelligence Index, against 22.2 for Gemini 3.5 Flash-Lite.
Choose Gemini 3.5 Flash-Lite
Gemini 3.5 Flash-Lite scores 76% on Long-context reasoning (AA-LCR), against 73% for Qwen3.7-Plus.
Choose Gemini 3.5 Flash-Lite
Gemini 3.5 Flash-Lite is the newer release (July 2026, against Jun 1, 2026 for Qwen3.7-Plus).
| Gemini 3.5 Flash-Lite | Qwen3.7-Plus | |
|---|---|---|
| Provider | Alibaba Cloud (Qwen) | |
| Category | Language models | Language models |
| Status | Generally available | Generally available |
| Headline price | $0.85 / 1M tokens | No data |
| Input | $0.30 / 1M tokens | No data |
| Output | $2.50 / 1M tokens | No data |
| Cached input | $0.03 / 1M tokens | No data |
| Context window | 1.05M | No data |
| Max output | 66k | No data |
| Released | July 2026 | Jun 1, 2026 |
| Knowledge cutoff | No data | No data |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Vision, Reasoning, Tool calling |
| API model id | gemini-3.5-flash-lite | qwen3.7-plus |
Leader in bold.
| Benchmark | Gemini 3.5 Flash-Lite | Qwen3.7-Plus |
|---|---|---|
| Intelligence Index | 22.2 | 25.2 |
| SciCode | 41.3% | 46.1% |
| GPQA Diamond | 83.8% | 90% |
| Humanity's Last Exam | 18.8% | 35.6% |
| MMMU-Pro (visual reasoning) | 79% | 80.5% |
| Long-context reasoning (AA-LCR) | 76% | 73% |
| Terminal-Bench Hard | No data | 47% |
| IFBench (instruction following) | No data | 78% |
| τ²-Bench (agentic tool use) | No data | 93% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Gemini 3.5 Flash-Lite for reasoning over long documents and the latest release. Choose Qwen3.7-Plus for the hardest reasoning tasks.
A price comparison is not possible: one of them has no comparable published price.
Gemini 3.5 Flash-Lite is made by Google and Qwen3.7-Plus by Alibaba Cloud (Qwen). A price comparison is not possible: one of them has no comparable published price. Gemini 3.5 Flash-Lite is the newer model (July 2026, against Jun 1, 2026). Only Gemini 3.5 Flash-Lite offers structured output, prompt caching, batch api.
Gemini 3.5 Flash-Lite was released on July 2026 and Qwen3.7-Plus on Jun 1, 2026.