Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Inkling (Xhigh)
Thinking Machines
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Inkling (Xhigh) Thinking Machines | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 12.4 | Best: 12.5 | |
| Coding | — | 52.1 | |
| Math | 56.7 | — | |
| Agentic | — | 22.5 | |
| Speed | — | 195 t/s | |
| TTFT | — | 1.96 s | |
| Input · $ / 1M tokens | — | $1 | |
| Output · $ / 1M tokens | — | $4.05 | |
| Context window | 1M | 1M | |
| Reasoning | No | Yes | |
| Open weights | No | Yes | |
| Cost / task | — | $1.35 |
Intelligence
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- 12.4
- Inkling (Xhigh)
- Best: 12.5
Coding
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- 52.1
Math
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- 56.7
- Inkling (Xhigh)
- —
Agentic
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- 22.5
Speed
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- 195 t/s
TTFT
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- 1.96 s
Input · $ / 1M tokens
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- $1
Output · $ / 1M tokens
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- $4.05
Context window
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- 1M
- Inkling (Xhigh)
- 1M
Reasoning
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- No
- Inkling (Xhigh)
- Yes
Open weights
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- No
- Inkling (Xhigh)
- Yes
Cost / task
- Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)
- —
- Inkling (Xhigh)
- $1.35
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 · $1.35
Not plotted for lack of data on these axes: Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning).