Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Beam 1.0
Reflection
- K2 Horizon 375B A23B
Institute of Foundation Models
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Beam 1.0 Reflection | K2 Horizon 375B A23B Institute of Foundation Models | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 30.3 | Best: 30.5 | |
| Coding | — | 61.5 | |
| Agentic | — | 40 | |
| Cyber Index | 33.7% | — | |
| Speed | 228 t/s | Best: 1,213 t/s | |
| TTFT | Best: 1.33 s | 2.47 s | |
| Input · $ / 1M tokens | $0.70 | — | |
| Output · $ / 1M tokens | $2.10 | — | |
| Context window | Best: 1M | 524K | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $0.566 | Best: $0 |
Intelligence
- Beam 1.0
- 30.3
- K2 Horizon 375B A23B
- Best: 30.5
Coding
- Beam 1.0
- —
- K2 Horizon 375B A23B
- 61.5
Agentic
- Beam 1.0
- —
- K2 Horizon 375B A23B
- 40
Cyber Index
- Beam 1.0
- 33.7%
- K2 Horizon 375B A23B
- —
Speed
- Beam 1.0
- 228 t/s
- K2 Horizon 375B A23B
- Best: 1,213 t/s
TTFT
- Beam 1.0
- Best: 1.33 s
- K2 Horizon 375B A23B
- 2.47 s
Input · $ / 1M tokens
- Beam 1.0
- $0.70
- K2 Horizon 375B A23B
- —
Output · $ / 1M tokens
- Beam 1.0
- $2.10
- K2 Horizon 375B A23B
- —
Context window
- Beam 1.0
- Best: 1M
- K2 Horizon 375B A23B
- 524K
Reasoning
- Beam 1.0
- Yes
- K2 Horizon 375B A23B
- Yes
Open weights
- Beam 1.0
- Yes
- K2 Horizon 375B A23B
- Yes
Cost / task
- Beam 1.0
- $0.566
- K2 Horizon 375B A23B
- Best: $0
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.
- Beam 1.030.3 · $0.566
- K2 Horizon 375B A23B30.5 · $0