| Signal | Google Gemini Flash Latest | Delta | Qwen3 VL 235B A22B Instruct |
|---|---|---|---|
Capabilities | 100 | +33 | |
Pricing | 97 | -2 | |
Context window size | 96 | +10 | |
Recency | 100 | +9 | |
Output Capacity | 80 | +10 | |
Benchmarks | 0 | -69 | |
| Overall Result | 4 wins | of 6 | 2 wins |
Score History
40
current score
Qwen3 VL 235B A22B Instruct
right now
69.4
current score
Alibaba
Qwen3 VL 235B A22B Instruct saves you $136.00/month
That's $1632.00/year compared to Google Gemini Flash Latest at your current usage level of 100K calls/month.
| Metric | Google Gemini Flash Latest | Qwen3 VL 235B A22B Instruct | Winner |
|---|---|---|---|
| Overall Score | 40 | 69 | Qwen3 VL 235B A22B Instruct |
| Rank | #195 | #103 | Qwen3 VL 235B A22B Instruct |
| Quality Rank | #195 | #103 | Qwen3 VL 235B A22B Instruct |
| Adoption Rank | #195 | #103 | Qwen3 VL 235B A22B Instruct |
| Parameters | -- | 235B | -- |
| Context Window | 1049K | 262K | Google Gemini Flash Latest |
| Pricing | $0.50/$3.00/M | $0.20/$0.88/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 67 | Google Gemini Flash Latest |
| Pricing | 97 | 99 | Qwen3 VL 235B A22B Instruct |
| Context window size | 96 | 86 | Google Gemini Flash Latest |
| Recency | 100 | 91 | Google Gemini Flash Latest |
| Output Capacity | 80 | 70 | Google Gemini Flash Latest |
| Benchmarks | -- | 69 | Qwen3 VL 235B A22B Instruct |
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 40/100 (rank #195), placing it in the top 33% of all 290 models tracked.
Scores 69/100 (rank #103), placing it in the top 65% of all 290 models tracked.
Qwen3 VL 235B A22B Instruct has a 29-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Qwen3 VL 235B A22B Instruct offers 69% better value per quality point. At 1M tokens/day, you'd spend $16.20/month with Qwen3 VL 235B A22B Instruct vs $52.50/month with Google Gemini Flash Latest - a $36.30 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. Qwen3 VL 235B A22B Instruct 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 ($0.88/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (69/100) 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 VL 235B A22B Instruct clearly outperforms Google Gemini Flash Latest with a significant 29.400000000000006-point lead. For most general use cases, Qwen3 VL 235B A22B Instruct is the stronger choice. However, Google Gemini Flash Latest may still excel in niche scenarios.
Best for Quality
Google Gemini Flash Latest
Marginally better benchmark scores; both are excellent
Best for Cost
Qwen3 VL 235B A22B Instruct
69% lower pricing; better value at scale
Best for Reliability
Google Gemini Flash Latest
Higher uptime and faster response speeds
Best for Prototyping
Google Gemini Flash Latest
Stronger community support and better developer experience
Best for Production
Google Gemini Flash Latest
Wider enterprise adoption and proven at scale
by ~google
by Alibaba
| Capability | Google Gemini Flash Latest | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Alibaba
Qwen3 VL 235B A22B Instruct saves you $3.08/month
That's 69% cheaper than Google Gemini Flash Latest 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 | Google Gemini Flash Latest | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Context Window | 1.0M | 262K |
| Max Output Tokens | 65,536 | 16,384 |
| Open Source | No | Yes |
| Created | Apr 27, 2026 | Sep 23, 2025 |