Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Kimi K3 (Low)
Moonshot AI
- Ling-2.6-1T
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Kimi K3 (Low) Moonshot AI | Ling-2.6-1T InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | Best: 17.4 | 17 | |
| Coding | 72 | — | |
| Agentic | 29.3 | — | |
| Speed | 48.8 t/s | — | |
| TTFT | 3.37 s | — | |
| Input · $ / 1M tokens | $3×10 relative to the lowest price among the compared models | Best: $0.30 | |
| Output · $ / 1M tokens | $15×6 relative to the lowest price among the compared models | Best: $2.50 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | No | |
| Open weights | Yes | Yes | |
| Cost / task | $2.37 | — |
Intelligence
- Kimi K3 (Low)
- Best: 17.4
- Ling-2.6-1T
- 17
Coding
- Kimi K3 (Low)
- 72
- Ling-2.6-1T
- —
Agentic
- Kimi K3 (Low)
- 29.3
- Ling-2.6-1T
- —
Speed
- Kimi K3 (Low)
- 48.8 t/s
- Ling-2.6-1T
- —
TTFT
- Kimi K3 (Low)
- 3.37 s
- Ling-2.6-1T
- —
Input · $ / 1M tokens
- Kimi K3 (Low)
- $3×10 relative to the lowest price among the compared models
- Ling-2.6-1T
- Best: $0.30
Output · $ / 1M tokens
- Kimi K3 (Low)
- $15×6 relative to the lowest price among the compared models
- Ling-2.6-1T
- Best: $2.50
Context window
- Kimi K3 (Low)
- 1M
- Ling-2.6-1T
- 1M
Reasoning
- Kimi K3 (Low)
- Yes
- Ling-2.6-1T
- No
Open weights
- Kimi K3 (Low)
- Yes
- Ling-2.6-1T
- Yes
Cost / task
- Kimi K3 (Low)
- $2.37
- Ling-2.6-1T
- —
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.
- Kimi K3 (Low)17.4 · $6
- Ling-2.6-1T17 · $0.85