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There is one benchmark built to test AI models on real customer service work, and its 2026 scores rank the models very differently from the leaderboards you have seen.

Grok Bot shares one computer across every Bot you make, and its audit view is still coming. I compared 8 Grok Bot alternatives on testing, logging and scope.

Fleece AI's 3,000+ integration count comes from Pipedream and only lands on its €199 tier. Here are 8 alternatives, with real prices and what each one bills.

Fleece AI pricing runs 49 to 199 EUR a month, metered in credits. Here is what a credit actually is, the 10x model multiplier, and the real total cost.

Twig AI now sells two products on one domain: a $5/ticket support agent and a self-serve AI front desk. Here are 10 alternatives, sorted by what you get billed for.

Gumloop pricing starts at $37/month for 20,000 credits. Here's what a credit actually is, the five meters on every agent chat, and where the bill jumps.

Featurebase pricing starts at $29 per seat, but seats are only one of five meters on the invoice. Full plan tables, the $0.49 AI rate, and worked costs.

Featurebase is now two products at one price: a support suite and a feedback suite. The 10 best Featurebase alternatives, split by which half you're replacing.

Ema AI alternatives compared on the one thing that decides a support rollout: whether the agent can learn from your resolved tickets and rehearse on them.