| Signal | Gemini 3.1 Flash Lite | Delta | Qwen3.5 397B A17B |
|---|---|---|---|
Capabilities | 100 | +17 | |
Pricing | 99 | +1 | |
Context window size | 96 | +10 | |
Recency | 100 | -- | |
Output Capacity | 80 | -- | |
Benchmarks | 0 | -80 | |
| Overall Result | 3 wins | of 6 | 1 wins |
Score History
23.6
current score
Qwen3.5 397B A17B
right now
79.6
current score
Alibaba
Gemini 3.1 Flash Lite saves you $56.00/month
That's $672.00/year compared to Qwen3.5 397B A17B at your current usage level of 100K calls/month.
| Metric | Gemini 3.1 Flash Lite | Qwen3.5 397B A17B | Winner |
|---|---|---|---|
| Overall Score | 24 | 80 | Qwen3.5 397B A17B |
| Rank | #338 | #39 | Qwen3.5 397B A17B |
| Quality Rank | #338 | #39 | Qwen3.5 397B A17B |
| Adoption Rank | #338 | #39 | Qwen3.5 397B A17B |
| Parameters | -- | 397B | -- |
| Context Window | 1049K | 262K | Gemini 3.1 Flash Lite |
| Pricing | $0.25/$1.50/M | $0.39/$2.34/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 83 | Gemini 3.1 Flash Lite |
| Pricing | 99 | 98 | Gemini 3.1 Flash Lite |
| Context window size | 96 | 86 | Gemini 3.1 Flash Lite |
| Recency | 100 | 100 | Gemini 3.1 Flash Lite |
| Output Capacity | 80 | 80 | Gemini 3.1 Flash Lite |
| Benchmarks | -- | 81 | Qwen3.5 397B A17B |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 24/100 (rank #338), placing it in the top -16% of all 290 models tracked.
Scores 80/100 (rank #39), placing it in the top 87% of all 290 models tracked.
Qwen3.5 397B A17B has a 56-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Qwen3.5 397B A17B offers 36% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3.1 Flash Lite vs $40.95/month with Qwen3.5 397B A17B - a $14.70 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Gemini 3.1 Flash Lite also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (80/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Qwen3.5 397B A17B clearly outperforms Gemini 3.1 Flash Lite with a significant 55.99999999999999-point lead. For most general use cases, Qwen3.5 397B A17B is the stronger choice. However, Gemini 3.1 Flash Lite may still excel in niche scenarios.
Best for Quality
Gemini 3.1 Flash Lite
Marginally better benchmark scores; both are excellent
Best for Cost
Gemini 3.1 Flash Lite
36% lower pricing; better value at scale
Best for Reliability
Gemini 3.1 Flash Lite
Higher uptime and faster response speeds
Best for Prototyping
Gemini 3.1 Flash Lite
Stronger community support and better developer experience
Best for Production
Gemini 3.1 Flash Lite
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemini 3.1 Flash Lite | Qwen3.5 397B A17B |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
Alibaba
Gemini 3.1 Flash Lite saves you $1.26/month
That's 36% cheaper than Qwen3.5 397B A17B at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Gemini 3.1 Flash Lite | Qwen3.5 397B A17B |
|---|---|---|
| Context Window | 1.0M | 262K |
| Max Output Tokens | 65,536 | 65,536 |
| Open Source | No | Yes |
| Created | May 7, 2026 | Feb 16, 2026 |