Model Comparison
Qwen3 8B (Non-reasoning)
vs. Tiny Aya Global
Comparing 2 AI models · 12 benchmarks · Alibaba, Cohere
Recommended Pick
Strongest on: Reasoning, Intelligence, Coding
Lowest Price
Tiny Aya Global
$0.00/1M input price
Best Reasoning
Qwen3 8B (Non-reasoning)
30.6 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 8B (Non-reasoning)
7.1 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
Tiny Aya Global is ∞x cheaper on input tokens than Qwen3 8B (Non-reasoning).
Speed gap
Tiny Aya Global generates about 1.9x as many tokens per second as Qwen3 8B (Non-reasoning).
Reasoning gap
Qwen3 8B (Non-reasoning) leads Tiny Aya Global by 17.2 points on reasoning.
Coding gap
Qwen3 8B (Non-reasoning) leads Tiny Aya Global by 5.9 points on coding.
Top-pick rationale
Qwen3 8B (Non-reasoning) wins 8 measurable categories, including Reasoning, Intelligence, Coding, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 8B (Non-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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Tiny Aya Global
Cohere
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Which answer was more useful?
Full Comparison
| Metric | Top Pick Al Qwen3 8B (Non-reasoning) | Co Tiny Aya Global |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.18/1M | $0.00/1M |
| Output Cost | $0.20/1M | $0.00/1M |
| Blended (3:1) | $0.18/1M | — |
| Specifications | ||
| Organization | Alibaba | Cohere |
| Release Date | Apr 28, 2025 | Feb 17, 2026 |
| Performance & Speed | ||
| Throughput | 64.5 tok/s | 124.9 tok/s |
| TTFT | 1303ms | 271ms |
| Latency | 1303ms | 271ms |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 30.6 | 13.5 |
| Intelligence | 10.6 | 4.7 |
| Coding | 7.1 | 1.2 |
| Math | 24.3 | — |
| Standard Benchmarks | ||
| GPQA | 45.2% | 30.5% |
| MMLU Pro | 64.3% | — |
| HLE | 2.8% | 5.2% |
| LiveCodeBench | 20.2% | — |
| MATH 500 | 82.8% | — |
| AIME 2025 | 24.3% | — |
| AIME (Original) | 24.3% | — |
| SciCode | 16.8% | 3.6% |
| LCR | 0.0% | 0.0% |
| IFBench | 28.6% | 20.1% |
| TAU-bench v2 | 24.9% | 0.0% |
| TerminalBench Hard | 2.3% | 0.0% |
Key Takeaways
Tiny Aya Global offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 8B (Non-reasoning) has the strongest reasoning profile with a 30.6 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 8B (Non-reasoning) reaches a 7.1 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 8B (Non-reasoning)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Tiny Aya Global
- Cost-sensitive applications
- High-volume processing