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 | 26.5 | — | |
| Math | — | 44.3 | |
| Agentic | 4.4 | — | |
| Speed | Best: 58.3 t/s | 35.4 t/s | |
| TTFT | Best: 3.65 s | 5.16 s | |
| Input · $ / 1M tokens | — | $0.575 | |
| Output · $ / 1M tokens | — | $2.20 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | No | |
| Open weights | Yes | Yes | |
| Cost / task | $0 | — |
Intelligence
- Ling 3.0 Tiny
- 11.1
- GLM-4.6 (Non-reasoning)
- Best: 11.2
Coding
- Ling 3.0 Tiny
- 26.5
- GLM-4.6 (Non-reasoning)
- —
Math
- Ling 3.0 Tiny
- —
- GLM-4.6 (Non-reasoning)
- 44.3
Agentic
- Ling 3.0 Tiny
- 4.4
- GLM-4.6 (Non-reasoning)
- —
Speed
- Ling 3.0 Tiny
- Best: 58.3 t/s
- GLM-4.6 (Non-reasoning)
- 35.4 t/s
TTFT
- Ling 3.0 Tiny
- Best: 3.65 s
- GLM-4.6 (Non-reasoning)
- 5.16 s
Input · $ / 1M tokens
- Ling 3.0 Tiny
- —
- GLM-4.6 (Non-reasoning)
- $0.575
Output · $ / 1M tokens
- Ling 3.0 Tiny
- —
- GLM-4.6 (Non-reasoning)
- $2.20
Context window
- Ling 3.0 Tiny
- 1M
- GLM-4.6 (Non-reasoning)
- 1M
Reasoning
- Ling 3.0 Tiny
- Yes
- GLM-4.6 (Non-reasoning)
- No
Open weights
- Ling 3.0 Tiny
- Yes
- GLM-4.6 (Non-reasoning)
- Yes
Cost / task
- Ling 3.0 Tiny
- $0
- GLM-4.6 (Non-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
- GLM-4.6 (Non-reasoning)11.2 · 35.4 t/s