Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Claude 4 Sonnet (Non-reasoning)
Anthropic
- o4 Mini (batch)
OpenAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Claude 4 Sonnet (Non-reasoning) Anthropic | o4 Mini (batch) OpenAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 16.6 | Best: 16.7 | |
| Coding | 37.6 | — | |
| Math | 38 | — | |
| Input · $ / 1M tokens | — | $0.55 | |
| Output · $ / 1M tokens | — | $2.20 | |
| Context window | Best: 1M | 200K | |
| Reasoning | No | Yes | |
| Open weights | No | — |
Intelligence
- Claude 4 Sonnet (Non-reasoning)
- 16.6
- o4 Mini (batch)
- Best: 16.7
Coding
- Claude 4 Sonnet (Non-reasoning)
- 37.6
- o4 Mini (batch)
- —
Math
- Claude 4 Sonnet (Non-reasoning)
- 38
- o4 Mini (batch)
- —
Input · $ / 1M tokens
- Claude 4 Sonnet (Non-reasoning)
- —
- o4 Mini (batch)
- $0.55
Output · $ / 1M tokens
- Claude 4 Sonnet (Non-reasoning)
- —
- o4 Mini (batch)
- $2.20
Context window
- Claude 4 Sonnet (Non-reasoning)
- Best: 1M
- o4 Mini (batch)
- 200K
Reasoning
- Claude 4 Sonnet (Non-reasoning)
- No
- o4 Mini (batch)
- Yes
Open weights
- Claude 4 Sonnet (Non-reasoning)
- No
- o4 Mini (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.
- o4 Mini (batch)16.7 · $0.963
Not plotted for lack of data on these axes: Claude 4 Sonnet (Non-reasoning).