Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3 Max Thinking (Preview)
Alibaba
- Ring-2.6-1T
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3 Max Thinking (Preview) Alibaba | Ring-2.6-1T InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 16.3 | Best: 16.6 | |
| Coding | — | 42.8 | |
| Math | 82.3 | — | |
| Agentic | — | 10.7 | |
| Speed | 51.7 t/s | Best: 114 t/s | |
| TTFT | 4.03 s | Best: 3.87 s | |
| Input · $ / 1M tokens | $1.20×4 relative to the lowest price among the compared models | Best: $0.30 | |
| Output · $ / 1M tokens | $6×2.4 relative to the lowest price among the compared models | Best: $2.50 | |
| Context window | 262K | 262K | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | — | $0.287 |
Intelligence
- Qwen3 Max Thinking (Preview)
- 16.3
- Ring-2.6-1T
- Best: 16.6
Coding
- Qwen3 Max Thinking (Preview)
- —
- Ring-2.6-1T
- 42.8
Math
- Qwen3 Max Thinking (Preview)
- 82.3
- Ring-2.6-1T
- —
Agentic
- Qwen3 Max Thinking (Preview)
- —
- Ring-2.6-1T
- 10.7
Speed
- Qwen3 Max Thinking (Preview)
- 51.7 t/s
- Ring-2.6-1T
- Best: 114 t/s
TTFT
- Qwen3 Max Thinking (Preview)
- 4.03 s
- Ring-2.6-1T
- Best: 3.87 s
Input · $ / 1M tokens
- Qwen3 Max Thinking (Preview)
- $1.20×4 relative to the lowest price among the compared models
- Ring-2.6-1T
- Best: $0.30
Output · $ / 1M tokens
- Qwen3 Max Thinking (Preview)
- $6×2.4 relative to the lowest price among the compared models
- Ring-2.6-1T
- Best: $2.50
Context window
- Qwen3 Max Thinking (Preview)
- 262K
- Ring-2.6-1T
- 262K
Reasoning
- Qwen3 Max Thinking (Preview)
- Yes
- Ring-2.6-1T
- Yes
Open weights
- Qwen3 Max Thinking (Preview)
- No
- Ring-2.6-1T
- Yes
Cost / task
- Qwen3 Max Thinking (Preview)
- —
- Ring-2.6-1T
- $0.287
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.
- Qwen3 Max Thinking (Preview)16.3 · $2.40
- Ring-2.6-1T16.6 · $0.85