Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Ling 3.0 Flash
InclusionAI
- Nanbeige4.3-33B
Nanbeige
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Ling 3.0 Flash InclusionAI | Nanbeige4.3-33B Nanbeige | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 20.1 | Best: 20.4 | |
| Coding | 50.6 | — | |
| Agentic | 19.3 | — | |
| Speed | Best: 321 t/s | 159 t/s | |
| TTFT | 2.54 s | Best: 1.46 s | |
| Input · $ / 1M tokens | $0.075 | — | |
| Output · $ / 1M tokens | $0.22 | — | |
| Context window | Best: 1M | 524K | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $0.0277 | — |
Intelligence
- Ling 3.0 Flash
- 20.1
- Nanbeige4.3-33B
- Best: 20.4
Coding
- Ling 3.0 Flash
- 50.6
- Nanbeige4.3-33B
- —
Agentic
- Ling 3.0 Flash
- 19.3
- Nanbeige4.3-33B
- —
Speed
- Ling 3.0 Flash
- Best: 321 t/s
- Nanbeige4.3-33B
- 159 t/s
TTFT
- Ling 3.0 Flash
- 2.54 s
- Nanbeige4.3-33B
- Best: 1.46 s
Input · $ / 1M tokens
- Ling 3.0 Flash
- $0.075
- Nanbeige4.3-33B
- —
Output · $ / 1M tokens
- Ling 3.0 Flash
- $0.22
- Nanbeige4.3-33B
- —
Context window
- Ling 3.0 Flash
- Best: 1M
- Nanbeige4.3-33B
- 524K
Reasoning
- Ling 3.0 Flash
- Yes
- Nanbeige4.3-33B
- Yes
Open weights
- Ling 3.0 Flash
- Yes
- Nanbeige4.3-33B
- Yes
Cost / task
- Ling 3.0 Flash
- $0.0277
- Nanbeige4.3-33B
- —
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 Flash20.1 · 321 t/s
- Nanbeige4.3-33B20.4 · 159 t/s