Model Comparison
Qwen3 VL 8B (Reasoning)
vs. Tri-21B-think Preview
Comparing 2 AI models · 10 benchmarks · Alibaba, Trillion Labs
Recommended Pick
Tr Tri-21B-think Preview 8 metric wins Strongest on: Input price, Output price, TTFT
Lowest Price
Tri-21B-think Preview
$0.00/1M input price
Best Reasoning
Qwen3 VL 8B (Reasoning)
27.9 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 VL 8B (Reasoning)
9.8 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Tri-21B-think Preview is ∞x cheaper on input tokens than Qwen3 VL 8B (Reasoning).
Reasoning gap
Qwen3 VL 8B (Reasoning) leads Tri-21B-think Preview by 1.4 points on reasoning.
Coding gap
Qwen3 VL 8B (Reasoning) leads Tri-21B-think Preview by 2.4 points on coding.
Top-pick rationale
Tri-21B-think Preview wins 8 measurable categories, including Input price, Output price, TTFT, Latency.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 8B (Reasoning)
Alibaba
TTFT
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Time
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tok/s
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Tokens
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Cost
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Tri-21B-think Preview
Trillion Labs
TTFT
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Time
—
tok/s
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Tokens
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Cost
—
Which answer was more useful?
Full Comparison
| Metric | Al Qwen3 VL 8B (Reasoning) | Top Pick Tr Tri-21B-think Preview |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.18/1M | $0.00/1M |
| Output Cost | $2.10/1M | $0.00/1M |
| Blended (3:1) | $0.66/1M | — |
| Specifications | ||
| Organization | Alibaba | Trillion Labs |
| Release Date | Oct 14, 2025 | Feb 10, 2026 |
| Performance & Speed | ||
| Throughput | 131.1 tok/s | — |
| TTFT | 1107ms | — |
| Latency | 16357ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 27.9 | 26.5 |
| Intelligence | 16.7 | 20.0 |
| Coding | 9.8 | 7.4 |
| Math | 30.7 | — |
| Standard Benchmarks | ||
| GPQA | 57.9% | 53.8% |
| MMLU Pro | 74.9% | — |
| HLE | 3.3% | 5.7% |
| LiveCodeBench | 35.3% | — |
| AIME 2025 | 30.7% | — |
| SciCode | 21.9% | 17.8% |
| LCR | 31.0% | 14.7% |
| IFBench | 39.9% | 47.1% |
| TAU-bench v2 | 22.5% | 93.3% |
| TerminalBench Hard | 3.8% | 2.3% |
Key Takeaways
Tri-21B-think Preview offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 8B (Reasoning) has the strongest reasoning profile with a 27.9 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 VL 8B (Reasoning) reaches a 9.8 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen3 VL 8B (Reasoning)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Tri-21B-think Preview
- Cost-sensitive applications
- High-volume processing
