Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Inkling (Xhigh)
Thinking Machines
- Qwen3 Max (Preview)
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Inkling (Xhigh) Thinking Machines | Qwen3 Max (Preview) Alibaba | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 12.5 | Best: 12.6 | |
| Coding | 52.1 | — | |
| Math | — | 75 | |
| Agentic | 22.5 | — | |
| Speed | Best: 195 t/s | 57.4 t/s | |
| TTFT | Best: 1.96 s | 3.96 s | |
| Input · $ / 1M tokens | Best: $1 | $1.20×1.2 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $4.05 | $6×1.5 relative to the lowest price among the compared models | |
| Context window | Best: 1M | 262K | |
| Reasoning | Yes | No | |
| Open weights | Yes | No | |
| Cost / task | $1.35 | — |
Intelligence
- Inkling (Xhigh)
- 12.5
- Qwen3 Max (Preview)
- Best: 12.6
Coding
- Inkling (Xhigh)
- 52.1
- Qwen3 Max (Preview)
- —
Math
- Inkling (Xhigh)
- —
- Qwen3 Max (Preview)
- 75
Agentic
- Inkling (Xhigh)
- 22.5
- Qwen3 Max (Preview)
- —
Speed
- Inkling (Xhigh)
- Best: 195 t/s
- Qwen3 Max (Preview)
- 57.4 t/s
TTFT
- Inkling (Xhigh)
- Best: 1.96 s
- Qwen3 Max (Preview)
- 3.96 s
Input · $ / 1M tokens
- Inkling (Xhigh)
- Best: $1
- Qwen3 Max (Preview)
- $1.20×1.2 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Inkling (Xhigh)
- Best: $4.05
- Qwen3 Max (Preview)
- $6×1.5 relative to the lowest price among the compared models
Context window
- Inkling (Xhigh)
- Best: 1M
- Qwen3 Max (Preview)
- 262K
Reasoning
- Inkling (Xhigh)
- Yes
- Qwen3 Max (Preview)
- No
Open weights
- Inkling (Xhigh)
- Yes
- Qwen3 Max (Preview)
- No
Cost / task
- Inkling (Xhigh)
- $1.35
- Qwen3 Max (Preview)
- —
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.
- Inkling (Xhigh)12.5 · $1.76
- Qwen3 Max (Preview)12.6 · $2.40