Model Comparator
Compare up to four models using the same criteria.
2 models compared
- K2 Horizon 3.7B
Institute of Foundation Models
- Claude 3.7 Sonnet (Non-reasoning)
Anthropic
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | K2 Horizon 3.7B Institute of Foundation Models | Claude 3.7 Sonnet (Non-reasoning) Anthropic | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | Best: 15.6 | 15.3 | |
| Coding | 26.1 | — | |
| Math | — | 21 | |
| Agentic | 16.5 | — | |
| Input · $ / 1M tokens | — | $3 | |
| Output · $ / 1M tokens | — | $15 | |
| Context window | 524K | Best: 1M | |
| Reasoning | Yes | No | |
| Open weights | Yes | No |
Intelligence
- K2 Horizon 3.7B
- Best: 15.6
- Claude 3.7 Sonnet (Non-reasoning)
- 15.3
Coding
- K2 Horizon 3.7B
- 26.1
- Claude 3.7 Sonnet (Non-reasoning)
- —
Math
- K2 Horizon 3.7B
- —
- Claude 3.7 Sonnet (Non-reasoning)
- 21
Agentic
- K2 Horizon 3.7B
- 16.5
- Claude 3.7 Sonnet (Non-reasoning)
- —
Input · $ / 1M tokens
- K2 Horizon 3.7B
- —
- Claude 3.7 Sonnet (Non-reasoning)
- $3
Output · $ / 1M tokens
- K2 Horizon 3.7B
- —
- Claude 3.7 Sonnet (Non-reasoning)
- $15
Context window
- K2 Horizon 3.7B
- 524K
- Claude 3.7 Sonnet (Non-reasoning)
- Best: 1M
Reasoning
- K2 Horizon 3.7B
- Yes
- Claude 3.7 Sonnet (Non-reasoning)
- No
Open weights
- K2 Horizon 3.7B
- Yes
- Claude 3.7 Sonnet (Non-reasoning)
- No
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.
- Claude 3.7 Sonnet (Non-reasoning)15.3 · $6
Not plotted for lack of data on these axes: K2 Horizon 3.7B.