Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Gemini 3.1 Pro Preview
Google
- Claude Sonnet 4.6 (batch)
Anthropic
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Gemini 3.1 Pro Preview | Claude Sonnet 4.6 (batch) Anthropic | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 29.7 | Best: 30.1 | |
| Coding | Best: 68.8 | 63 | |
| Agentic | 8.2 | Best: 31.8 | |
| Speed | 131 t/s | — | |
| TTFT | 20.8 s | — | |
| Input · $ / 1M tokens | $2 | — | |
| Output · $ / 1M tokens | $12 | — | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | No | — | |
| Cost / task | $1.30 | — |
Intelligence
- Gemini 3.1 Pro Preview
- 29.7
- Claude Sonnet 4.6 (batch)
- Best: 30.1
Coding
- Gemini 3.1 Pro Preview
- Best: 68.8
- Claude Sonnet 4.6 (batch)
- 63
Agentic
- Gemini 3.1 Pro Preview
- 8.2
- Claude Sonnet 4.6 (batch)
- Best: 31.8
Speed
- Gemini 3.1 Pro Preview
- 131 t/s
- Claude Sonnet 4.6 (batch)
- —
TTFT
- Gemini 3.1 Pro Preview
- 20.8 s
- Claude Sonnet 4.6 (batch)
- —
Input · $ / 1M tokens
- Gemini 3.1 Pro Preview
- $2
- Claude Sonnet 4.6 (batch)
- —
Output · $ / 1M tokens
- Gemini 3.1 Pro Preview
- $12
- Claude Sonnet 4.6 (batch)
- —
Context window
- Gemini 3.1 Pro Preview
- 1M
- Claude Sonnet 4.6 (batch)
- 1M
Reasoning
- Gemini 3.1 Pro Preview
- Yes
- Claude Sonnet 4.6 (batch)
- Yes
Open weights
- Gemini 3.1 Pro Preview
- No
- Claude Sonnet 4.6 (batch)
- —
Cost / task
- Gemini 3.1 Pro Preview
- $1.30
- Claude Sonnet 4.6 (batch)
- —
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.
- Gemini 3.1 Pro Preview29.7 · $1.30
Not plotted for lack of data on these axes: Claude Sonnet 4.6 (batch).