Model Comparator
Compare up to four models using the same criteria.
2 models compared
- GPT-6 Astra (Max)
OpenAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | GPT-6 Astra (Max) OpenAI | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | Best: 53.4 | 52.7 | |
| Coding | Best: 81.6 | 76.9 | |
| Agentic | Best: 57.9 | 51 | |
| Cyber Index | 25.0% | Best: 33.4% | |
| Speed | 68.2 t/s | Best: 69.3 t/s | |
| TTFT | Best: 142 s | 292 s | |
| Input · $ / 1M tokens | $10 | $10 | |
| Output · $ / 1M tokens | $50 | $50 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $7.63×2.3 relative to the lowest price among the compared models | Best: $3.26 |
Intelligence
- Claude Fable 5.1 (Max, Default Fallback)
- Best: 53.4
- GPT-6 Astra (Max)
- 52.7
Coding
- Claude Fable 5.1 (Max, Default Fallback)
- Best: 81.6
- GPT-6 Astra (Max)
- 76.9
Agentic
- Claude Fable 5.1 (Max, Default Fallback)
- Best: 57.9
- GPT-6 Astra (Max)
- 51
Cyber Index
- Claude Fable 5.1 (Max, Default Fallback)
- 25.0%
- GPT-6 Astra (Max)
- Best: 33.4%
Speed
- Claude Fable 5.1 (Max, Default Fallback)
- 68.2 t/s
- GPT-6 Astra (Max)
- Best: 69.3 t/s
TTFT
- Claude Fable 5.1 (Max, Default Fallback)
- Best: 142 s
- GPT-6 Astra (Max)
- 292 s
Input · $ / 1M tokens
- Claude Fable 5.1 (Max, Default Fallback)
- $10
- GPT-6 Astra (Max)
- $10
Output · $ / 1M tokens
- Claude Fable 5.1 (Max, Default Fallback)
- $50
- GPT-6 Astra (Max)
- $50
Context window
- Claude Fable 5.1 (Max, Default Fallback)
- 1M
- GPT-6 Astra (Max)
- 1M
Reasoning
- Claude Fable 5.1 (Max, Default Fallback)
- Yes
- GPT-6 Astra (Max)
- Yes
Open weights
- Claude Fable 5.1 (Max, Default Fallback)
- Yes
- GPT-6 Astra (Max)
- Yes
Cost / task
- Claude Fable 5.1 (Max, Default Fallback)
- $7.63×2.3 relative to the lowest price among the compared models
- GPT-6 Astra (Max)
- Best: $3.26
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.
- Claude Fable 5.1 (Max, Default Fallback)53.4 · $7.63
- GPT-6 Astra (Max)52.7 · $3.26