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 | 11.1 | |
| Coding | — | 26.5 | |
| Agentic | — | 4.4 | |
| Speed | Best: 183 t/s | 16.3 t/s | |
| TTFT | Best: 0.67 s | 28.8 s | |
| Input · $ / 1M tokens | $0.75 | — | |
| Output · $ / 1M tokens | $4.50 | — | |
| Context window | Best: 400K | 262K | |
| Reasoning | No | Yes | |
| Open weights | No | Yes | |
| Cost / task | — | $0 |
Intelligence
- GPT-5.4 mini (Non-reasoning)
- 11.1
- Ling 3.0 Tiny
- 11.1
Coding
- GPT-5.4 mini (Non-reasoning)
- —
- Ling 3.0 Tiny
- 26.5
Agentic
- GPT-5.4 mini (Non-reasoning)
- —
- Ling 3.0 Tiny
- 4.4
Speed
- GPT-5.4 mini (Non-reasoning)
- Best: 183 t/s
- Ling 3.0 Tiny
- 16.3 t/s
TTFT
- GPT-5.4 mini (Non-reasoning)
- Best: 0.67 s
- Ling 3.0 Tiny
- 28.8 s
Input · $ / 1M tokens
- GPT-5.4 mini (Non-reasoning)
- $0.75
- Ling 3.0 Tiny
- —
Output · $ / 1M tokens
- GPT-5.4 mini (Non-reasoning)
- $4.50
- Ling 3.0 Tiny
- —
Context window
- GPT-5.4 mini (Non-reasoning)
- Best: 400K
- Ling 3.0 Tiny
- 262K
Reasoning
- GPT-5.4 mini (Non-reasoning)
- No
- Ling 3.0 Tiny
- Yes
Open weights
- GPT-5.4 mini (Non-reasoning)
- No
- Ling 3.0 Tiny
- Yes
Cost / task
- GPT-5.4 mini (Non-reasoning)
- —
- Ling 3.0 Tiny
- $0
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.
- GPT-5.4 mini (Non-reasoning)11.1 · 183 t/s
- Ling 3.0 Tiny11.1 · 16.3 t/s