diio vs Donna
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 12, 2026.
diio (Web SaaS) and Donna (Web SaaS) both compete in Autonomous B2B Sales Agents & AI BDRs. On pricing, diio lists From $28/mo (no free plan disclosed), whereas Donna lists Custom / enterprise pricing (no free plan disclosed). Technically, diio is rated L3 · Conditional automation with a 3.0/5.0 (Workflow-embedded (strong)) moat, while Donna is rated L3 · Conditional automation with a 3.9/5.0 (Proprietary moat) moat. Corporate profile: diio (founded 2024, HQ San Francisco, California, $3.3M funding) vs. Donna (founded 2023, HQ Ghent, Flemish Region, $6.4M funding). Verified by the MarTechRadar Research Desk (Oct 11, 2026 for diio; Oct 12, 2026 for Donna). At a 5-seat team baseline, diio starts at ~$49/mo (base) vs Donna at Custom quote.
diio
Autonomous conversation intelligence and sales execution platform that transcribes meetings, isolates customer commitments, and synchronizes pipeline.
5-User Team Cost: ~$49/mo (base) (From $28/mo) · Autonomy: L3 · Conditional automation · Moat: 3.0/5.0 (Workflow-embedded (strong))
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
Donna
Voice-first artificial intelligence assistant engineered for mobile field sales teams to automate prep, CRM data logging, and post-meeting administrative.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.9/5.0 (Proprietary moat)
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
How diio and Donna differ
- Pricing model: diio is subscription, Donna is enterprise / quote.
- diio publishes an entry price (From $28/mo); Donna does not (Custom / enterprise pricing).
- Moat tier: Donna is rated Proprietary moat, diio Workflow-embedded (strong).
- Donna was founded earlier (2023) than diio (2024).
- Headquarters: diio in San Francisco, California, Donna in Ghent, Flemish Region.
- Verified backing: diio records $3.3M (Base10 Partners); Donna records $6.4M (Everywhere Ventures).
- Ecosystem stack: diio connects with Salesforce, HubSpot, Pipedrive, Outreach; Donna connects with Salesforce, HubSpot, Microsoft Dynamics 365, Twilio Segment.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose diio vs Donna (and when to walk away)
Choose diio if
- Target ICP & Stack Fit: You operate as B2B Sales Leaders, SDR/BDR Teams and Revenue Operations (RevOps) requiring a Web SaaS deployment for AI SDR, with verified ecosystem connectivity for Salesforce, HubSpot, Pipedrive, Outreach.
- L3 Architecture & Defensibility: Proprietary conversational intent extraction models tuned for bilingual enterprise dialogues, coupled with fast-path CRM synchronization infrastructure that minimizes human-in-the-loop validation.
- Commercial Model Fit: Your procurement budget aligns with From $28/mo.
Walk away from diio if
- Walk away if your workflow requires uncapped enterprise volume on the From $28/mo entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate meeting bot ingress latency: External meeting security policies and tenant-level bot blocking in enterprise web conferencing systems can prevent the recording agent from joining calls autonomously.
- Walk away if contextual nuance extraction is a deal-breaker for your team: The heuristic model struggles with colloquial commitment phrasing, occasionally misclassifying casual conversational remarks as firm project delivery deadlines.
Choose Donna if
- Target ICP & Stack Fit: You operate as B2B Sales Leaders, SDR/BDR Teams and Revenue Operations (RevOps) requiring a Web SaaS deployment for AI SDR, with verified ecosystem connectivity for Salesforce, HubSpot, Microsoft Dynamics 365, Twilio Segment.
- L3 Architecture & Defensibility: Domain-tuned multimodal voice parsing algorithms designed for transit environments, paired with offline-first synchronization architectures that map conversational field audio directly into structured enterprise CRM schemas.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Donna if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Donna requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate acoustic transcription degradation: Severe in-cabin vehicular noise or industrial environment interference can distort acoustic token parsing, leading to field entity transcription errors.
- Walk away if custom CRM schema mapping drift is a deal-breaker for your team: Deeply customized, validation-heavy CRM field dependencies require persistent administrative schema maintenance when custom objects or validation rules change.
Side-by-side facts
| Field | diio | Donna |
|---|---|---|
| Subtrack | Autonomous B2B Sales Agents & AI BDRs | Autonomous B2B Sales Agents & AI BDRs |
| Pricing | From $28/mo | Custom / enterprise pricing |
| Pricing model | Subscription | Enterprise / quote |
| Published pricing tiers | Starter ($28/mo) · Business ($49/mo) | Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | No free plan disclosed |
| Enterprise plan | Not recorded | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 3.0 / 5.0 · Workflow-embedded (strong) | 3.9 / 5.0 · Proprietary moat |
| Delivery | Web SaaS | Web SaaS |
| Audience | B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) | B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) |
| Ecosystem integrations | Salesforce, HubSpot, Pipedrive, Outreach, Microsoft Teams, Zoom | Salesforce, HubSpot, Microsoft Dynamics 365, Twilio Segment |
| Compliance & governance | — | SOC 2, GDPR, ISO 27001 |
| Funding & backing | $3.3M · Backed by Base10 Partners | $6.4M · Backed by Everywhere Ventures |
| Founders | Nicolas Kipreos, Paolo Colonnello | Jonas Deprez, Lorenz Bogaert, Nicolas Christiaen, Nicolas Van Eenaeme |
| Company size | 11-50 employees | 11-50 employees |
| Founded | 2024 | 2023 |
| Headquarters | San Francisco, California | Ghent, Flemish Region |
| Fact-checked | MarTechRadar Research Desk, Oct 11, 2026 | MarTechRadar Research Desk, Oct 12, 2026 |
| Governance & docs | Terms ↗ · Privacy ↗ | Trust & Security ↗ · System Status ↗ · DPA ↗ · Terms ↗ · Privacy ↗ |
diio vs Donna: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
diio
Low Procurement Risk · Strong Fit- Published Self-Serve Entry Floor: diio publishes a transparent entry point (From $28/mo) for initial validation before committing.
- Tier Fit for 5-Seat Scale: Business ($49/mo): For structured teams that need more control and segmentation.
- Primary Operational Bottleneck: Meeting Bot Ingress Latency: External meeting security policies and tenant-level bot blocking in enterprise web conferencing systems can prevent the recording agent from joining calls autonomously.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the From $28/mo entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in diio's From $28/mo tier before converting from monthly to annual billing.
Donna
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Donna does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Sales-Gated Contract Terms: Donna provides a commercial licensing model structured entirely around enterprise deployments and individual user seat tiers.
- Primary Operational Bottleneck: Acoustic transcription degradation: Severe in-cabin vehicular noise or industrial environment interference can distort acoustic token parsing, leading to field entity transcription errors.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Donna requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Donna order form before signing a 12-month enterprise commitment.
Limitations
diio
Operational considerations and platform boundaries include: Meeting Bot Ingress Latency: External meeting security policies and tenant-level bot blocking in enterprise web conferencing systems can prevent the recording agent from joining calls autonomously.Full limitations in the diio review
Donna
Operational considerations and platform boundaries include: Acoustic transcription degradation: Severe in-cabin vehicular noise or industrial environment interference can distort acoustic token parsing, leading to field entity transcription errors.Full limitations in the Donna review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both diio and Donna can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose diio over Donna
Work at diio? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit diio Official Differentiators & Case Study →Why teams choose Donna over diio
Work at Donna? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Donna Official Differentiators & Case Study →Pricing notes & tier schedules
diio: From $28/mo
The commercial licensing model for diio is structured around modular user subscriptions, with entry pricing starting at $28 per month under its Starter tier.
- Starter ($28/mo, 1–2 seats): Perfect for flat teams looking to grow faster and smarter.
- Business ($49/mo, 5 seats): For structured teams that need more control and segmentation.
- Annual Billing Headline vs. Monthly Premium: Headline entry rates reflect annual billing commitments (Save 20%); month-to-month flexibility carries a higher effective monthly rate or requires annual prepayment.
- Meeting Bot Ingress Latency: External meeting security policies and tenant-level bot blocking in enterprise web conferencing systems can prevent the recording agent from joining calls autonomously.
Donna: Custom / enterprise pricing
Donna provides a commercial licensing model structured entirely around enterprise deployments and individual user seat tiers. The company does not publish fixed public rates; instead, commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale and seats.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Credit & Usage Burn Multiplier: Workflows on Donna consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.
- Enterprise Governance & Add-On Gating: Advanced capabilities such as Single Sign-On (SSO), custom role permissions, or specialized analytics modules are gated behind upper tiers or paid add-ons.
Frequently asked questions: diio vs Donna
How does diio pricing compare to Donna in 2026?
diio is listed at From $28/mo (subscription, no free plan disclosed), whereas Donna is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).
How do diio and Donna compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, diio is rated L3 · Conditional automation with a Workflow-embedded (strong) moat (3.0/5.0), while Donna is rated L3 · Conditional automation with a Proprietary moat moat (3.9/5.0).
Which teams are diio and Donna built for?
diio is a Web SaaS product in Autonomous B2B Sales Agents & AI BDRs designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps). Donna is a Web SaaS product in Autonomous B2B Sales Agents & AI BDRs designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).
What are the main limitations of diio vs Donna?
For diio: Operational considerations and platform boundaries include: Meeting Bot Ingress Latency: External meeting security policies and tenant-level bot blocking in enterprise web conferencing systems can prevent the recording agent from joining calls autonomously. For Donna: Operational considerations and platform boundaries include: Acoustic transcription degradation: Severe in-cabin vehicular noise or industrial environment interference can distort acoustic token parsing, leading to field entity transcription errors.
What are the hidden TCO drivers and contract negotiation levers for diio vs Donna?
For diio: Annual Billing Headline vs. Monthly Premium (Headline entry rates reflect annual billing commitments (Save 20%); month-to-month flexibility carries a higher effective monthly rate or requires annual prepayment.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in diio's From $28/mo tier before converting from monthly to annual billing. For Donna: Credit & Usage Burn Multiplier (Workflows on Donna consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Donna order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 12, 2026.