Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Ring-2.6-1T
InclusionAI
- Claude 4.5 Haiku (Non-reasoning)
Anthropic
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Ring-2.6-1T InclusionAI | Claude 4.5 Haiku (Non-reasoning) Anthropic | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 16.6 | Best: 16.9 | |
| Coding | 42.8 | Best: 43.9 | |
| Math | — | 39 | |
| Agentic | Best: 10.7 | 8 | |
| Speed | Best: 121 t/s | 81.9 t/s | |
| TTFT | 3.86 s | Best: 0.58 s | |
| Input · $ / 1M tokens | Best: $0.30 | $1×3.3 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $2.50 | $5×2 relative to the lowest price among the compared models | |
| Context window | 1M | 1M | |
| Reasoning | Yes | No | |
| Open weights | Yes | No | |
| Cost / task | $0.287 | — |
Intelligence
- Ring-2.6-1T
- 16.6
- Claude 4.5 Haiku (Non-reasoning)
- Best: 16.9
Coding
- Ring-2.6-1T
- 42.8
- Claude 4.5 Haiku (Non-reasoning)
- Best: 43.9
Math
- Ring-2.6-1T
- —
- Claude 4.5 Haiku (Non-reasoning)
- 39
Agentic
- Ring-2.6-1T
- Best: 10.7
- Claude 4.5 Haiku (Non-reasoning)
- 8
Speed
- Ring-2.6-1T
- Best: 121 t/s
- Claude 4.5 Haiku (Non-reasoning)
- 81.9 t/s
TTFT
- Ring-2.6-1T
- 3.86 s
- Claude 4.5 Haiku (Non-reasoning)
- Best: 0.58 s
Input · $ / 1M tokens
- Ring-2.6-1T
- Best: $0.30
- Claude 4.5 Haiku (Non-reasoning)
- $1×3.3 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Ring-2.6-1T
- Best: $2.50
- Claude 4.5 Haiku (Non-reasoning)
- $5×2 relative to the lowest price among the compared models
Context window
- Ring-2.6-1T
- 1M
- Claude 4.5 Haiku (Non-reasoning)
- 1M
Reasoning
- Ring-2.6-1T
- Yes
- Claude 4.5 Haiku (Non-reasoning)
- No
Open weights
- Ring-2.6-1T
- Yes
- Claude 4.5 Haiku (Non-reasoning)
- No
Cost / task
- Ring-2.6-1T
- $0.287
- Claude 4.5 Haiku (Non-reasoning)
- —
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.
- Ring-2.6-1T16.6 · $0.85
- Claude 4.5 Haiku (Non-reasoning)16.9 · $2