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GPT-6 Luna Pro vs Claude Sonnet 5.5

Detailed technical comparison between GPT-6 Luna Pro (OpenAI) and Claude Sonnet 5.5 (Anthropic). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

GPT-6 Luna Pro: 6 WinsvsClaude Sonnet 5.5: 0 Wins
Context Leader

GPT-6 Luna Pro

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GPT-6 Luna Pro

$0.10 / MTok
OpenAIactive

GPT-6 Luna Pro

GPT-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-6 Luna Pro represents a key architectural iteration in the OpenAI model family. First released in 2026-09-22, 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-6 Luna Pro processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-6 Luna Pro Full Specs →
Anthropicactive

Claude Sonnet 5.5

Claude Sonnet 5.5 is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Sonnet 5.5 represents a key architectural iteration in the Anthropic model family. First released in 2026-09-28, 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 Sonnet 5.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Claude Sonnet 5.5 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGPT-6 Luna ProClaude Sonnet 5.5
ProviderOpenAIAnthropic
Context Window1,050,000 tokens🏆1,000,000 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-09-222026-09-28

API Pricing Comparison

Input Price per Million Tokens

GPT-6 Luna Pro

$0.10

Claude Sonnet 5.5

$2.00

Output Price per Million Tokens

GPT-6 Luna Pro

$0.50

Claude Sonnet 5.5

$10.00

💡 Cost Ratio: GPT-6 Luna Pro is 20.0x cheaper per input token than Claude Sonnet 5.5.

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.

MMLUGeneral knowledge & multi-task understanding
88.4%vs81.2%+7.2% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5
HumanEvalPython coding & logic synthesis
87.6%vs79.4%+8.2% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5
MATHComplex mathematical problem solving
65.4%vs56.6%+8.8% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5
GPQAGraduate-level expert reasoning
46.8%vs38.6%+8.2% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5
HellaSwagCommonsense reasoning and inference
86.0%vs80.8%+5.2% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5
MT-BenchMulti-turn conversation flow quality
8.9%vs8.3%+0.5% GPT-6 Luna Pro
GPT-6 Luna Pro 🏆
Claude Sonnet 5.5

GPT-6 Luna Pro Quirks & Gotchas

No developer gotchas reported.

Claude Sonnet 5.5 Quirks & Gotchas

No developer gotchas reported.

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