| Signal | Gemini 2.5 Pro Preview 05-06 | Delta | Tongyi DeepResearch 30B A3B |
|---|---|---|---|
Capabilities | 83 | +17 | |
Pricing | 10 | +10 | |
Context window size | 96 | +14 | |
Recency | 76 | -24 | |
Output Capacity | 80 | -5 | |
| Overall Result | 3 wins | of 5 | 2 wins |
26
days ranked higher
1
days
3
days ranked higher
Alibaba
Tongyi DeepResearch 30B A3B saves you $593.50/month
That's $7122.00/year compared to Gemini 2.5 Pro Preview 05-06 at your current usage level of 100K calls/month.
| Metric | Gemini 2.5 Pro Preview 05-06 | Tongyi DeepResearch 30B A3B | Winner |
|---|---|---|---|
| Overall Score | 84 | 79 | Gemini 2.5 Pro Preview 05-06 |
| Rank | #61 | #77 | Gemini 2.5 Pro Preview 05-06 |
| Quality Rank | #61 | #77 | Gemini 2.5 Pro Preview 05-06 |
| Adoption Rank | #61 | #77 | Gemini 2.5 Pro Preview 05-06 |
| Parameters | -- | 30B | -- |
| Context Window | 1049K | 131K | Gemini 2.5 Pro Preview 05-06 |
| Pricing | $1.25/$10.00/M | $0.09/$0.45/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 67 | Gemini 2.5 Pro Preview 05-06 |
| Pricing | 10 | 1 | Gemini 2.5 Pro Preview 05-06 |
| Context window size | 96 | 81 | Gemini 2.5 Pro Preview 05-06 |
| Recency | 76 | 100 | Tongyi DeepResearch 30B A3B |
| Output Capacity | 80 | 85 | Tongyi DeepResearch 30B A3B |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 84/100 (rank #61), placing it in the top 79% of all 290 models tracked.
Scores 79/100 (rank #77), placing it in the top 74% of all 290 models tracked.
With only a 5-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.
Tongyi DeepResearch 30B A3B offers 95% better value per quality point. At 1M tokens/day, you'd spend $8.10/month with Tongyi DeepResearch 30B A3B vs $168.75/month with Gemini 2.5 Pro Preview 05-06 — a $160.65 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
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Tongyi DeepResearch 30B A3B 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 ($0.45/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (84/100) 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
Gemini 2.5 Pro Preview 05-06 has a moderate advantage with a 4.799999999999997-point lead in composite score. It wins on more signal dimensions, but Tongyi DeepResearch 30B A3B has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Gemini 2.5 Pro Preview 05-06
Marginally better benchmark scores; both are excellent
Best for Cost
Tongyi DeepResearch 30B A3B
95% lower pricing; better value at scale
Best for Reliability
Gemini 2.5 Pro Preview 05-06
Higher uptime and faster response speeds
Best for Prototyping
Gemini 2.5 Pro Preview 05-06
Stronger community support and better developer experience
Best for Production
Gemini 2.5 Pro Preview 05-06
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemini 2.5 Pro Preview 05-06 | Tongyi DeepResearch 30B A3B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Alibaba
Tongyi DeepResearch 30B A3B saves you $13.55/month
That's 95% cheaper than Gemini 2.5 Pro Preview 05-06 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 2.5 Pro Preview 05-06 | Tongyi DeepResearch 30B A3B |
|---|---|---|
| Context Window | 1.0M | 131K |
| Max Output Tokens | 65,535 | 131,072 |
| Open Source | No | Yes |
| Created | May 7, 2025 | Sep 18, 2025 |
Gemini 2.5 Pro Preview 05-06 scores 84/100 (rank #61) compared to Tongyi DeepResearch 30B A3B's 79/100 (rank #77), giving it a 5-point advantage. Gemini 2.5 Pro Preview 05-06 is the stronger overall choice, though Tongyi DeepResearch 30B A3B may excel in specific areas like cost efficiency.
Gemini 2.5 Pro Preview 05-06 is ranked #61 and Tongyi DeepResearch 30B A3B is ranked #77 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
Tongyi DeepResearch 30B A3B is cheaper at $0.45/M output tokens vs Gemini 2.5 Pro Preview 05-06's $10.00/M output tokens — 22.2x more expensive. Input token pricing: Gemini 2.5 Pro Preview 05-06 at $1.25/M vs Tongyi DeepResearch 30B A3B at $0.09/M.
Gemini 2.5 Pro Preview 05-06 has a larger context window of 1,048,576 tokens compared to Tongyi DeepResearch 30B A3B's 131,072 tokens. A larger context window means the model can process longer documents and conversations.