Executive Summary
- •SpaceXAI released Grok 4.7 for agentic coding workloads while keeping its base API price at $2/$6 per 1 million tokens.
- •Grok 4.7 xHigh consumes 81,000 output tokens per task, making its $3.74 cost-per-task higher than competitors with pricier API rates.
- •Enterprise teams will need to audit actual completion costs rather than relying on sticker prices, as Grok's inefficiency inflates production bills.
Community Sentiment
Key Developments & Data
SpaceXAI released Grok 4.7 today, targeting long-running agentic workloads and complex coding tasks with a larger base model and an extended reinforcement-learning run.
The standard API pricing remains locked at $2/$6 per 1 million input/output tokens, while a new Fast variant costs $4/$12.
Independent testing by Artificial Analysis reveals Grok 4.7 xHigh uses approximately 81,000 output tokens per Intelligence Index task, which is 125% more than Grok 4.6 and 196% more than GPT-6 Astra.
This high token consumption pushes the actual cost-per-task to $3.74, making it significantly more expensive in production than OpenAI's GPT-5.6 Sol Max at $1.99, despite OpenAI's higher sticker price.
Grok 4.7 scores 46.3% on CursorBench 4.0 but struggles on Terminal-Bench with a 26% score, trailing GPT-6 Astra's 59.6% and Claude Opus 5's 49%.
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Zubiqo Strategic Assessment
Primary Impact
Enterprise engineering teams and platform routing architectures attempting to minimize cloud inference budgets for agentic workflows.
Strategic Shift
The transition from evaluating AI models on raw API token pricing to total cost-per-task efficiency as complex reasoning loops inflate output volume.
The Ripple Effect
Developers will increasingly build custom routers that bypass Grok for long-running workflows, opting for higher-priced but more efficient models to cap ballooning infrastructure bills.
This intelligence assessment is generated by Zubiqo's AI for informational purposes only.
