Model Comparator
Compare up to four models using the same criteria.
2 models compared
- o3 (batch)
OpenAI
- Ling 3.0 Flash
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | o3 (batch) OpenAI | Ling 3.0 Flash InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | Best: 20.2 | 20.1 | |
| Coding | — | 50.6 | |
| Agentic | — | 19.3 | |
| Speed | — | 311 t/s | |
| TTFT | — | 2.53 s | |
| Input · $ / 1M tokens | $1×13.3 relative to the lowest price among the compared models | Best: $0.075 | |
| Output · $ / 1M tokens | $4×18.2 relative to the lowest price among the compared models | Best: $0.22 | |
| Context window | 200K | Best: 1M | |
| Reasoning | Yes | Yes | |
| Open weights | — | Yes | |
| Cost / task | — | $0.0277 |
Intelligence
- o3 (batch)
- Best: 20.2
- Ling 3.0 Flash
- 20.1
Coding
- o3 (batch)
- —
- Ling 3.0 Flash
- 50.6
Agentic
- o3 (batch)
- —
- Ling 3.0 Flash
- 19.3
Speed
- o3 (batch)
- —
- Ling 3.0 Flash
- 311 t/s
TTFT
- o3 (batch)
- —
- Ling 3.0 Flash
- 2.53 s
Input · $ / 1M tokens
- o3 (batch)
- $1×13.3 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.075
Output · $ / 1M tokens
- o3 (batch)
- $4×18.2 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.22
Context window
- o3 (batch)
- 200K
- Ling 3.0 Flash
- Best: 1M
Reasoning
- o3 (batch)
- Yes
- Ling 3.0 Flash
- Yes
Open weights
- o3 (batch)
- —
- Ling 3.0 Flash
- Yes
Cost / task
- o3 (batch)
- —
- Ling 3.0 Flash
- $0.0277
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.
- o3 (batch)20.2 · $1.75
- Ling 3.0 Flash20.1 · $0.111