| Signal | GPT-4o-mini | Delta | Qwen3 VL 235B A22B Instruct |
|---|---|---|---|
Capabilities | 67 | -- | |
Benchmarks | 76 | +7 | |
Pricing | 99 | +0 | |
Context window size | 81 | -5 | |
Recency | 13 | -79 | |
Output Capacity | 70 | -- | |
| Overall Result | 2 wins | of 6 | 2 wins |
Score History
69.3
current score
Qwen3 VL 235B A22B Instruct
right now
69.4
current score
OpenAI
Alibaba
GPT-4o-mini saves you $19.00/month
That's $228.00/year compared to Qwen3 VL 235B A22B Instruct at your current usage level of 100K calls/month.
| Metric | GPT-4o-mini | Qwen3 VL 235B A22B Instruct | Winner |
|---|---|---|---|
| Overall Score | 69 | 69 | Qwen3 VL 235B A22B Instruct |
| Rank | #105 | #103 | Qwen3 VL 235B A22B Instruct |
| Quality Rank | #105 | #103 | Qwen3 VL 235B A22B Instruct |
| Adoption Rank | #105 | #103 | Qwen3 VL 235B A22B Instruct |
| Parameters | -- | 235B | -- |
| Context Window | 128K | 262K | Qwen3 VL 235B A22B Instruct |
| Pricing | $0.15/$0.60/M | $0.20/$0.88/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 67 | GPT-4o-mini |
| Benchmarks | 76 | 69 | GPT-4o-mini |
| Pricing | 99 | 99 | GPT-4o-mini |
| Context window size | 81 | 86 | Qwen3 VL 235B A22B Instruct |
| Recency | 13 | 91 | Qwen3 VL 235B A22B Instruct |
| Output Capacity | 70 | 70 | GPT-4o-mini |
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 69/100 (rank #105), placing it in the top 64% of all 290 models tracked.
Scores 69/100 (rank #103), placing it in the top 65% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
GPT-4o-mini offers 31% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with GPT-4o-mini vs $16.20/month with Qwen3 VL 235B A22B Instruct - a $4.95 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. GPT-4o-mini also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.60/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
GPT-4o-mini and Qwen3 VL 235B A22B Instruct are extremely close in overall performance (only 0.10000000000000853 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
GPT-4o-mini
Marginally better benchmark scores; both are excellent
Best for Cost
GPT-4o-mini
31% lower pricing; better value at scale
Best for Reliability
GPT-4o-mini
Higher uptime and faster response speeds
Best for Prototyping
GPT-4o-mini
Stronger community support and better developer experience
Best for Production
GPT-4o-mini
Wider enterprise adoption and proven at scale
by OpenAI
| Capability | GPT-4o-mini | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
OpenAI
Alibaba
GPT-4o-mini saves you $0.4260/month
That's 30% cheaper than Qwen3 VL 235B A22B Instruct 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 | GPT-4o-mini | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Context Window | 128K | 262K |
| Max Output Tokens | 16,384 | 16,384 |
| Open Source | No | Yes |
| Created | Jul 18, 2024 | Sep 23, 2025 |