Compares the 8 best GenAI cost management platforms for 2026 on token visibility, GPU coverage, allocation, and pricing. These tools track and optimize generative AI expenses by monitoring token usage, GPU costs, and API fees, then attributing them to specific teams or features rather than leaving them hidden in provider invoices.