Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Ling 3.0 Tiny
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Ling 3.0 Tiny InclusionAI | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 11.1 | Best: 11.2 | |
| Coding | Best: 26.5 | 17.4 | |
| Math | — | 84.3 | |
| Agentic | 4.4 | — | |
| Speed | 58.3 t/s | Best: 183 t/s | |
| TTFT | 3.65 s | Best: 0.79 s | |
| Input · $ / 1M tokens | — | $0.15 | |
| Output · $ / 1M tokens | — | $1.20 | |
| Context window | Best: 1M | 262K | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $0 | — |
Intelligence
- Ling 3.0 Tiny
- 11.1
- Qwen3 Next 80B A3B (Reasoning)
- Best: 11.2
Coding
- Ling 3.0 Tiny
- Best: 26.5
- Qwen3 Next 80B A3B (Reasoning)
- 17.4
Math
- Ling 3.0 Tiny
- —
- Qwen3 Next 80B A3B (Reasoning)
- 84.3
Agentic
- Ling 3.0 Tiny
- 4.4
- Qwen3 Next 80B A3B (Reasoning)
- —
Speed
- Ling 3.0 Tiny
- 58.3 t/s
- Qwen3 Next 80B A3B (Reasoning)
- Best: 183 t/s
TTFT
- Ling 3.0 Tiny
- 3.65 s
- Qwen3 Next 80B A3B (Reasoning)
- Best: 0.79 s
Input · $ / 1M tokens
- Ling 3.0 Tiny
- —
- Qwen3 Next 80B A3B (Reasoning)
- $0.15
Output · $ / 1M tokens
- Ling 3.0 Tiny
- —
- Qwen3 Next 80B A3B (Reasoning)
- $1.20
Context window
- Ling 3.0 Tiny
- Best: 1M
- Qwen3 Next 80B A3B (Reasoning)
- 262K
Reasoning
- Ling 3.0 Tiny
- Yes
- Qwen3 Next 80B A3B (Reasoning)
- Yes
Open weights
- Ling 3.0 Tiny
- Yes
- Qwen3 Next 80B A3B (Reasoning)
- Yes
Cost / task
- Ling 3.0 Tiny
- $0
- Qwen3 Next 80B A3B (Reasoning)
- —
Each reasoning level remains a separate configuration.
Score and cost
Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.
- Ling 3.0 Tiny11.1 · 58.3 t/s
- Qwen3 Next 80B A3B (Reasoning)11.2 · 183 t/s