Claude Opus 4.8 vs GPT-5.6 Luna Pro
Detailed technical comparison between Claude Opus 4.8 (Anthropic) and GPT-5.6 Luna Pro (OpenAI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.
Comparison Snapshot
GPT-5.6 Luna Pro
1,050,000 tokensTie
Equal CapabilityTie
Equal SpeedGPT-5.6 Luna Pro
$0.20 / MTokClaude Opus 4.8
Claude Opus 4.8 is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Opus 4.8 represents a key architectural iteration in the Anthropic model family. First released in 2026-05-27, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Claude Opus 4.8 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.
GPT-5.6 Luna Pro
GPT-5.6 Luna Pro is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-5.6 Luna Pro represents a key architectural iteration in the OpenAI model family. First released in 2026-07-09, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,050,000 tokens (approximately 1,400 words), GPT-5.6 Luna Pro processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.
Technical Specifications
🏆 = Superior Spec| Specification | Claude Opus 4.8 | GPT-5.6 Luna Pro |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Context Window | 1,000,000 tokens | 1,050,000 tokens🏆 |
| Agent Suitability | 97/100 (est.) | Not yet benchmarked |
| Time to First Token (TTFT) | 520 ms (est.) | No public TTFT data |
| Deployment Model | managed api | managed api |
| Production Stability | Beta Access (est.) | Beta Access (est.) |
| API Available | Yes | Yes |
| Released Date | 2026-05-27 | 2026-07-09 |
API Pricing Comparison
Input Price per Million Tokens
Claude Opus 4.8
$5.00
GPT-5.6 Luna Pro
$0.20
Output Price per Million Tokens
Claude Opus 4.8
$25.00
GPT-5.6 Luna Pro
$1.20
💡 Cost Ratio: GPT-5.6 Luna Pro is 25.0x cheaper per input token than Claude Opus 4.8.
Want to test both models live?
Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.
Benchmark Performance Metrics
Standardized Scores (0–100%)Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.
Claude Opus 4.8 Quirks & Gotchas
- ▸Best-in-class for autonomous code repair and multi-agent orchestration
- ▸Preview model — API may introduce breaking changes without notice
GPT-5.6 Luna Pro Quirks & Gotchas
No developer gotchas reported.
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