Head-to-head
Claude Opus 4.8 vs GPT-6 Astra
As of October 25, 2026, GPT-6 Astra leads Claude Opus 4.8 on the Analyzer Index, 95.1 to 83.9.
Normalized scores are min-maxed per benchmark across all models we track (0–100). Open the interactive compare view to add benchmarks to the radar chart or pull in more models.
Claude Opus 4.8
AnthropicGPT-6 Astra
OpenAI| At a glance | Claude Opus 4.8 | GPT-6 Astra |
|---|---|---|
| Analyzer Index | 83.9 (6/13) | 95.1 (6/13) |
| Blended price | $10.00/M | $10.00/M |
| Cheapest host | maker's API | maker's API |
| Context | 1.0M | 1.1M |
| Output speed | 55 tok/s | 47 tok/s |
| Time to first token | 0.94 s | 1.63 s |
| Benchmark | Claude Opus 4.8 | GPT-6 Astra |
|---|---|---|
Chatbot Arena Elo Arena | ||
Output Speed Speed | ||
Time to First Token TTFT | ||
FrontierMath Tiers 1-3 FrontierMath | — | |
SimpleQA Verified SimpleQA | ||
OTIS Mock AIME 2024-2025 OTIS AIME | ||
Humanity's Last Exam HLE | — | |
ARC-AGI 2 ARC-AGI 2 | ||
Frontier Composite Frontier | ||
Output Stability Stability | ||
Format Adherence Format | ||
Recovery Rate Recovery | ||
API Success Rate API OK | ||
Safety Handling Safety |
Methodology matches the main AI Model Analyzer About page.