Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Kimi K3.1 Pro
Moonshot AI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Kimi K3.1 Pro Moonshot AI | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 45.1 | Best: 46.5 | |
| Coding | 76.5 | — | |
| Agentic | 51.5 | — | |
| Cyber Index | 44.3% | Best: 64.1% | |
| Speed | Best: 239 t/s | 28.8 t/s | |
| TTFT | 16.6 s | Best: 3.23 s | |
| Input · $ / 1M tokens | Best: $1.25 | $2×1.6 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $4.25 | $10×2.4 relative to the lowest price among the compared models | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | Best: $1.12 | $3.68×3.3 relative to the lowest price among the compared models |
Intelligence
- Muse Spark 1.3 (Xhigh)
- 45.1
- Kimi K3.1 Pro
- Best: 46.5
Coding
- Muse Spark 1.3 (Xhigh)
- 76.5
- Kimi K3.1 Pro
- —
Agentic
- Muse Spark 1.3 (Xhigh)
- 51.5
- Kimi K3.1 Pro
- —
Cyber Index
- Muse Spark 1.3 (Xhigh)
- 44.3%
- Kimi K3.1 Pro
- Best: 64.1%
Speed
- Muse Spark 1.3 (Xhigh)
- Best: 239 t/s
- Kimi K3.1 Pro
- 28.8 t/s
TTFT
- Muse Spark 1.3 (Xhigh)
- 16.6 s
- Kimi K3.1 Pro
- Best: 3.23 s
Input · $ / 1M tokens
- Muse Spark 1.3 (Xhigh)
- Best: $1.25
- Kimi K3.1 Pro
- $2×1.6 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Muse Spark 1.3 (Xhigh)
- Best: $4.25
- Kimi K3.1 Pro
- $10×2.4 relative to the lowest price among the compared models
Context window
- Muse Spark 1.3 (Xhigh)
- 1M
- Kimi K3.1 Pro
- 1M
Reasoning
- Muse Spark 1.3 (Xhigh)
- Yes
- Kimi K3.1 Pro
- Yes
Open weights
- Muse Spark 1.3 (Xhigh)
- No
- Kimi K3.1 Pro
- Yes
Cost / task
- Muse Spark 1.3 (Xhigh)
- Best: $1.12
- Kimi K3.1 Pro
- $3.68×3.3 relative to the lowest price among the compared models
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.
- Muse Spark 1.3 (Xhigh)45.1 · $1.12
- Kimi K3.1 Pro46.5 · $3.68