Qwen3 Coder 30B A3B Instruct vs UI-TARS 7B
| Signal | Qwen3 Coder 30B A3B Instruct | Delta | UI-TARS 7B |
|---|---|---|---|
Capabilities | 50 | -- | |
Pricing | 100 | 0 | |
Context window size | 86 | +5 | |
Recency | 67 | +2 | |
Output Capacity | 75 | +20 | |
| Overall Result | 3 wins | of 5 | 1 wins |
Score History
40
current score
Tied
right now
40
current score
Qwen3 Coder 30B A3B Instruct
Alibaba
UI-TARS 7B
ByteDance
UI-TARS 7B saves you $0.50/month
That's $6.00/year compared to Qwen3 Coder 30B A3B Instruct at your current usage level of 100K calls/month.
| Metric | Qwen3 Coder 30B A3B Instruct | UI-TARS 7B | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #268 | #270 | Qwen3 Coder 30B A3B Instruct |
| Quality Rank | #268 | #270 | Qwen3 Coder 30B A3B Instruct |
| Adoption Rank | #268 | #270 | Qwen3 Coder 30B A3B Instruct |
| Parameters | 30B | 7B | -- |
| Context Window | 262K | 128K | Qwen3 Coder 30B A3B Instruct |
| Pricing | $0.07/$0.27/M | $0.10/$0.20/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 50 | Qwen3 Coder 30B A3B Instruct |
| Pricing | 100 | 100 | UI-TARS 7B |
| Context window size | 86 | 81 | Qwen3 Coder 30B A3B Instruct |
| Recency | 67 | 65 | Qwen3 Coder 30B A3B Instruct |
| Output Capacity | 75 | 55 | Qwen3 Coder 30B A3B 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 #268), placing it in the top 8% of all 290 models tracked.
Scores 40/100 (rank #270), placing it in the top 7% 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.
Choose Qwen3 Coder 30B A3B Instruct when you need:
- Processing long documents or large codebases (262K token context)
- Agentic applications using tool/function calling
- Self-hosted deployments where you need full control over the model
Choose UI-TARS 7B when you need:
- Multimodal workflows that require image understanding
- Self-hosted deployments where you need full control over the model
UI-TARS 7B offers 12% better value per quality point. At 1M tokens/day, you'd spend $4.50/month with UI-TARS 7B vs $5.10/month with Qwen3 Coder 30B A3B Instruct - a $0.60 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. UI-TARS 7B 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 ($0.20/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) 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 Coder 30B A3B Instruct and UI-TARS 7B are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Qwen3 Coder 30B A3B Instruct
Marginally better benchmark scores; both are excellent
Best for Cost
UI-TARS 7B
12% lower pricing; better value at scale
Best for Reliability
Qwen3 Coder 30B A3B Instruct
Higher uptime and faster response speeds
Best for Prototyping
Qwen3 Coder 30B A3B Instruct
Stronger community support and better developer experience
Best for Production
Qwen3 Coder 30B A3B Instruct
Wider enterprise adoption and proven at scale
by Alibaba
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Qwen3 Coder 30B A3B Instruct | UI-TARS 7B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Qwen3 Coder 30B A3B Instruct
Alibaba
UI-TARS 7B
ByteDance
UI-TARS 7B saves you $0.0300/month
That's 7% cheaper than Qwen3 Coder 30B A3B 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 | Qwen3 Coder 30B A3B Instruct | UI-TARS 7B |
|---|---|---|
| Context Window | 262K | 128K |
| Max Output Tokens | 32,768 | 2,048 |
| Open Source | Yes | Yes |
| Created | Jul 31, 2025 | Jul 22, 2025 |