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Grok 4.5 vs GPT-6 Astra

Detailed technical comparison between Grok 4.5 (xAI) and GPT-6 Astra (OpenAI). 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

Grok 4.5: 0 WinsvsGPT-6 Astra: 6 Wins
Context Leader

GPT-6 Astra

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Grok 4.5

$2.00 / MTok
xAIactive

Grok 4.5

Grok 4.5 is an advanced artificial intelligence model engineered by xAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Grok 4.5 represents a key architectural iteration in the xAI model family. First released in 2026-07-08, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 500,000 tokens (approximately 667 words), Grok 4.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Grok 4.5 Full Specs →
OpenAIactive

GPT-6 Astra

GPT-6 Astra is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-6 Astra represents a key architectural iteration in the OpenAI model family. First released in 2026-09-04, 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 Astra processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-6 Astra Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGrok 4.5GPT-6 Astra
ProviderxAIOpenAI
Context Window500,000 tokens1,050,000 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityStable GA (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-07-082026-09-04

API Pricing Comparison

Input Price per Million Tokens

Grok 4.5

$2.00

GPT-6 Astra

$10.00

Output Price per Million Tokens

Grok 4.5

$6.00

GPT-6 Astra

$50.00

💡 Cost Ratio: Grok 4.5 is 5.0x cheaper per input token than GPT-6 Astra.

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
78.8%vs95.4%+16.6% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆
HumanEvalPython coding & logic synthesis
91.8%vs96.8%+5.0% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆
MATHComplex mathematical problem solving
54.2%vs94.2%+40.0% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆
GPQAGraduate-level expert reasoning
39.6%vs86.0%+46.4% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆
HellaSwagCommonsense reasoning and inference
81.8%vs98.8%+17.0% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆
MT-BenchMulti-turn conversation flow quality
8.4%vs9.7%+1.2% GPT-6 Astra
Grok 4.5
GPT-6 Astra 🏆

Grok 4.5 Quirks & Gotchas

No developer gotchas reported.

GPT-6 Astra Quirks & Gotchas

No developer gotchas reported.

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