Model Comparator
Compare up to four models using the same criteria.
2 models compared
- DeepSeek V4 Flash 0420 (High)
DeepSeek
- Ling-3.0-flash-VL
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | DeepSeek V4 Flash 0420 (High) DeepSeek | Ling-3.0-flash-VL InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 24.4 | Best: 24.6 | |
| Coding | 52 | Best: 57 | |
| Agentic | 26.3 | Best: 28.7 | |
| Speed | 46 t/s | Best: 124 t/s | |
| TTFT | Best: 1.39 s | 2.13 s | |
| Input · $ / 1M tokens | $0.112×1.5 relative to the lowest price among the compared models | Best: $0.075 | |
| Output · $ / 1M tokens | $0.234×1.1 relative to the lowest price among the compared models | Best: $0.22 | |
| Context window | Best: 1M | 262K | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $0.128 | — |
Intelligence
- DeepSeek V4 Flash 0420 (High)
- 24.4
- Ling-3.0-flash-VL
- Best: 24.6
Coding
- DeepSeek V4 Flash 0420 (High)
- 52
- Ling-3.0-flash-VL
- Best: 57
Agentic
- DeepSeek V4 Flash 0420 (High)
- 26.3
- Ling-3.0-flash-VL
- Best: 28.7
Speed
- DeepSeek V4 Flash 0420 (High)
- 46 t/s
- Ling-3.0-flash-VL
- Best: 124 t/s
TTFT
- DeepSeek V4 Flash 0420 (High)
- Best: 1.39 s
- Ling-3.0-flash-VL
- 2.13 s
Input · $ / 1M tokens
- DeepSeek V4 Flash 0420 (High)
- $0.112×1.5 relative to the lowest price among the compared models
- Ling-3.0-flash-VL
- Best: $0.075
Output · $ / 1M tokens
- DeepSeek V4 Flash 0420 (High)
- $0.234×1.1 relative to the lowest price among the compared models
- Ling-3.0-flash-VL
- Best: $0.22
Context window
- DeepSeek V4 Flash 0420 (High)
- Best: 1M
- Ling-3.0-flash-VL
- 262K
Reasoning
- DeepSeek V4 Flash 0420 (High)
- Yes
- Ling-3.0-flash-VL
- Yes
Open weights
- DeepSeek V4 Flash 0420 (High)
- Yes
- Ling-3.0-flash-VL
- Yes
Cost / task
- DeepSeek V4 Flash 0420 (High)
- $0.128
- Ling-3.0-flash-VL
- —
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.
- DeepSeek V4 Flash 0420 (High)24.4 · $0.142
- Ling-3.0-flash-VL24.6 · $0.111