Quantified describes itself on its own site as the AI sales coaching and roleplay platform for life sciences and regulated industries. That is not marketing dressing on a general-purpose tool: the product is built around MLR-aware governance and on-label compliance, and the customers it features are pharma names including Novartis, Sanofi, Bayer, Johnson & Johnson, and Takeda. Pricing is demo-gated.
So the useful question is not which tool is better. It is whether you are in a regulated industry at all. If you are, that compliance apparatus is the product, and general-purpose roleplay tools will not replace it. If you are not, you are evaluating a platform whose hardest engineering solves a problem you do not have. Here is the shortlist for both cases.
Best for: Teams that want reps ready before the real conversation, in any industry or channel: practice, not playback.
Voice AI roleplay is the whole product. At signup ColdOpen builds a buyer and a 12-objection library from your own business, then reps practice against four buyers who each push back differently, at any difficulty from Gentle to Brutal, in six languages, scored out of 100 on six criteria, and managers see readiness by rep and objection theme. No customer is ever recorded. Team is $249/mo for 1,400 pooled minutes, Solo $29/mo, and every account starts with 10 free minutes, no card.
Best for: B2B inside-sales orgs drilling cold calls, warm calls, and discovery.
One of the best-known pure AI roleplay platforms, Y Combinator backed and SOC 2 Type II. Its free tier gives 45 prebuilt roleplays across outbound, objection-handling, and inbound packs; its paid Practice and Perform plans are priced per user and demo-gated (their site, August 2026). Built for SDRs and AEs; anything outside its packaged call types, whether a trade or a niche B2B sale, is yours to author.
Best for: Enterprises rolling standardized conversation training across hundreds of seats.
AI conversation simulations with LMS-style management, certifications, and reporting, sold mainly into large software, insurance, and telecom organizations. Pricing is demo-gated. More platform than most small or changing teams need.
Best for: Teams that want gamified, general-purpose roleplay reps rather than a buyer built from their own business.
Positions itself as a scalable, gamified alternative to traditional roleplay, with simulated customer practice, skill drills, analytics, and team dashboards. Its own site keeps the positioning deliberately broad rather than naming a vertical, and pricing is demo-gated.
Best for: Teams focused on reviewing real in-person conversations at scale.
Records real customer conversations for virtual ridealongs; Rilla Roleplay launched as an add-on in March 2026 but is not featured on its site as of July 2026. Recording is core, so some states require informing the customer.
Best for: Teams that want every in-person conversation recorded, analyzed, and CRM-automated.
Records and analyzes in-person sales calls, drafts follow-ups, and in 2026 added Halftime, live AI coaching during the call, plus a single-objection roleplay seeded from a rep's own recorded call (their site, August 2026).
Based on each company's public website, last verified September 1, 2026. Spot something out of date? Tell us.
The bottom line
Quantified is built for regulated industries, and if you are one, the alternatives list is genuinely short. If you are not, you would be buying a compliance engine to get at a roleplay feature. For everyone else the shortlist is much simpler, and it starts with ColdOpen: a buyer built around your own business, scored practice, and 10 free minutes to start.
If you need regulated-industry compliance, there is no close substitute and you should evaluate Quantified on its merits. If you do not, ColdOpen is the pick for teams that want a buyer built around their own business, in any channel, Hyperbound for prebuilt B2B inside-sales scenarios, and Second Nature for enterprise training programs.
Quantified does not publish pricing. Access to figures is gated behind a demo request, which is standard across this category. Given its enterprise and pharma customer base, expect enterprise-shaped pricing and terms, and ask early whether the quote assumes a seat count you can sustain year-round.
Pharma is the clear focus, but its own site also names financial services, insurance, medical devices, and global enterprises. The common thread is regulation. If your reps do not have to stay on-label or pass a compliance review, most of what makes Quantified distinctive is capability you will not use.
Yes: ColdOpen. Most teams are not regulated-messaging buyers, and the objections a customer raises on a call or in person have nothing in common with an on-label pharma detail. ColdOpen builds its buyer around what your team actually sells, so the practice is your own conversation.
Quantified is simulation and coaching, so reps practice against AI rather than having real conversations captured. Rilla and Siro sit in the recording category, reviewing real appointments after they happen. They answer different questions: one is readiness before, the other is diagnosis after.
More alternatives: Rilla alternatives · Siro alternatives · Roonly alternatives · Hyperbound alternatives · Second Nature alternatives · SalesAsk alternatives · Mindtickle alternatives
Hear the buyer for yourself on 10 free practice minutes. No credit card, no demo call.