Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 27B (Medium)
Alibaba
- 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 | Qwen3.8 27B (Medium) Alibaba | K2 Horizon 375B A23B Institute of Foundation Models | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 17.5 | Best: 17.8 | |
| Coding | 56.1 | Best: 61.5 | |
| Agentic | Best: 44.4 | 40 | |
| Speed | 46.1 t/s | Best: 108 t/s | |
| TTFT | 3.85 s | Best: 2.74 s | |
| Input · $ / 1M tokens | $0.50 | — | |
| Output · $ / 1M tokens | $3 | — | |
| Context window | 256K | Best: 524K | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $2.16 | Best: $0 |
Intelligence
- Qwen3.8 27B (Medium)
- 17.5
- K2 Horizon 375B A23B
- Best: 17.8
Coding
- Qwen3.8 27B (Medium)
- 56.1
- K2 Horizon 375B A23B
- Best: 61.5
Agentic
- Qwen3.8 27B (Medium)
- Best: 44.4
- K2 Horizon 375B A23B
- 40
Speed
- Qwen3.8 27B (Medium)
- 46.1 t/s
- K2 Horizon 375B A23B
- Best: 108 t/s
TTFT
- Qwen3.8 27B (Medium)
- 3.85 s
- K2 Horizon 375B A23B
- Best: 2.74 s
Input · $ / 1M tokens
- Qwen3.8 27B (Medium)
- $0.50
- K2 Horizon 375B A23B
- —
Output · $ / 1M tokens
- Qwen3.8 27B (Medium)
- $3
- K2 Horizon 375B A23B
- —
Context window
- Qwen3.8 27B (Medium)
- 256K
- K2 Horizon 375B A23B
- Best: 524K
Reasoning
- Qwen3.8 27B (Medium)
- Yes
- K2 Horizon 375B A23B
- Yes
Open weights
- Qwen3.8 27B (Medium)
- Yes
- K2 Horizon 375B A23B
- Yes
Cost / task
- Qwen3.8 27B (Medium)
- $2.16
- 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.
- Qwen3.8 27B (Medium)17.5 · $2.16
- K2 Horizon 375B A23B17.8 · $0