Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Ling 3.0 Tiny
InclusionAI
- GLM-4.5-Air
Z.AI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Ling 3.0 Tiny InclusionAI | GLM-4.5-Air Z.AI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 11.1 | 11.1 | |
| Coding | 26.5 | — | |
| Math | — | 80.7 | |
| Agentic | 4.4 | — | |
| Speed | 58.3 t/s | Best: 80 t/s | |
| TTFT | 3.65 s | Best: 2.39 s | |
| Input · $ / 1M tokens | — | $0.17 | |
| Output · $ / 1M tokens | — | $0.98 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $0 | — |
Intelligence
- Ling 3.0 Tiny
- 11.1
- GLM-4.5-Air
- 11.1
Coding
- Ling 3.0 Tiny
- 26.5
- GLM-4.5-Air
- —
Math
- Ling 3.0 Tiny
- —
- GLM-4.5-Air
- 80.7
Agentic
- Ling 3.0 Tiny
- 4.4
- GLM-4.5-Air
- —
Speed
- Ling 3.0 Tiny
- 58.3 t/s
- GLM-4.5-Air
- Best: 80 t/s
TTFT
- Ling 3.0 Tiny
- 3.65 s
- GLM-4.5-Air
- Best: 2.39 s
Input · $ / 1M tokens
- Ling 3.0 Tiny
- —
- GLM-4.5-Air
- $0.17
Output · $ / 1M tokens
- Ling 3.0 Tiny
- —
- GLM-4.5-Air
- $0.98
Context window
- Ling 3.0 Tiny
- 1M
- GLM-4.5-Air
- 1M
Reasoning
- Ling 3.0 Tiny
- Yes
- GLM-4.5-Air
- Yes
Open weights
- Ling 3.0 Tiny
- Yes
- GLM-4.5-Air
- Yes
Cost / task
- Ling 3.0 Tiny
- $0
- GLM-4.5-Air
- —
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-4.5-Air11.1 · 80 t/s