Muraena vs qodek
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 14, 2026.
Muraena (Web SaaS) and qodek (Web SaaS) both compete in Autonomous B2B Sales Agents & AI BDRs. On pricing, Muraena lists Custom / enterprise pricing (free plan), whereas qodek lists Custom / enterprise pricing (no free plan disclosed). Technically, Muraena is rated L3 · Conditional automation with a 2.6/5.0 (Workflow-embedded) moat, while qodek is rated L3 · Conditional automation with a 2.9/5.0 (Workflow-embedded) moat. Corporate profile: Muraena (founded 2023, HQ San Francisco, California, $100K funding) vs. qodek (founded 2023, HQ Paris, Île-de-France, $14M funding). Verified by the MarTechRadar Research Desk (Oct 14, 2026 for Muraena; Oct 12, 2026 for qodek). At a 5-seat team baseline, Muraena starts at Custom quote vs qodek at Custom quote.
Muraena
Autonomous B2B lead generation and prospect discovery platform leveraging AI-driven targeting, buyer intent signals, and technographic filters.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 2.6/5.0 (Workflow-embedded)
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
qodek
Autonomous signal-detection and B2B prospecting platform extracting intent indicators from unstructured corporate web footprints.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 2.9/5.0 (Workflow-embedded)
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
How Muraena and qodek differ
- Muraena has a free plan; none is recorded for qodek.
- Moat score: qodek scores 2.9/5.0 vs. Muraena at 2.6/5.0 (Workflow-embedded).
- Headquarters: Muraena in San Francisco, California, qodek in Paris, Île-de-France.
- Verified backing: Muraena records $100K; qodek records $14M (Salesforce, Orange).
- Ecosystem stack: Muraena connects with HubSpot, Pipedrive, Outreach; qodek connects with Outreach, Twilio Segment.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Muraena vs qodek (and when to walk away)
Choose Muraena 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 HubSpot, Pipedrive, Outreach.
- L3 Architecture & Defensibility: Muraena maintains defensibility through programmatic integration of technographic mapping and buyer intent synthesis into direct execution channels like Lemlist and Pipedrive. However, its early-stage capitalization and reliance on commodity contact enrichment waterfalls create architectural exposure compared to vertically integrated agent platforms.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing and want a self-serve free tier for zero-cost initial validation.
Walk away from Muraena if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Muraena requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate outbound execution dependency: The platform functions primarily as an identification layer, requiring external orchestration tools such as Lemlist or CRM infrastructure to execute delivery sequences.
- Walk away if credit consumption caps is a deal-breaker for your team: Data extraction velocity remains strictly bound to monthly allocation ledgers, causing pipeline throttling when high-volume enrichment queries exhaust available balance limits.
Choose qodek 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 Outreach, Twilio Segment.
- L3 Architecture & Defensibility: Moderate moat driven by specialized event ingestion parsers and fine-tuned extraction models targeting corporate web changes, offset by reliance on public domain scrape accessibility.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from qodek if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (qodek requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate scrape brittleness and anti-bot barriers: Corporate edge security and frequent frontend DOM mutations can degrade crawler extraction rates, generating transient signal blind spots.
- Walk away if signal attribution latency is a deal-breaker for your team: The temporal lag between an ingested hiring event or technical change and actual budget deployment can induce false-positive outreach sequences.
Side-by-side facts
| Field | Muraena | qodek |
|---|---|---|
| Subtrack | Autonomous B2B Sales Agents & AI BDRs | Autonomous B2B Sales Agents & AI BDRs |
| Pricing | Custom / enterprise pricing | Custom / enterprise pricing |
| Pricing model | Enterprise / quote | Enterprise / quote |
| Published pricing tiers | Free / Sandbox ($0) · Enterprise / Custom (Custom quote) | Enterprise / Custom (Custom quote) |
| Free access | Free plan | No free plan disclosed |
| Enterprise plan | Yes | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 2.6 / 5.0 · Workflow-embedded | 2.9 / 5.0 · Workflow-embedded |
| 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 | HubSpot, Pipedrive, Outreach | Outreach, Twilio Segment |
| Funding & backing | $100K | $14M · Backed by Salesforce, Orange |
| Founders | — | Skander Nabli |
| Company size | 2-10 employees | 2-10 employees |
| Founded | 2023 | 2023 |
| Headquarters | San Francisco, California | Paris, Île-de-France |
| Fact-checked | MarTechRadar Research Desk, Oct 14, 2026 | MarTechRadar Research Desk, Oct 12, 2026 |
| Governance & docs | Terms ↗ · Privacy ↗ | — |
Muraena vs qodek: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Muraena
Conditional Fit · Contract & Stack Caveats- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Muraena does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Published Self-Serve Entry Floor: Muraena publishes a transparent entry point (Custom / enterprise pricing) with a free tier for initial validation before committing.
- Primary Operational Bottleneck: Credit consumption caps: Data extraction velocity remains strictly bound to monthly allocation ledgers, causing pipeline throttling when high-volume enrichment queries exhaust available balance limits.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Muraena requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Muraena order form before signing a 12-month enterprise commitment.
qodek
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: qodek 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: Commercial procurement is structured through direct enterprise licensing, with pricing available on request via tailored quotes determined by organizational scale, data throughput volume, and user seats.
- Primary Operational Bottleneck: Signal Attribution Latency: The temporal lag between an ingested hiring event or technical change and actual budget deployment can induce false-positive outreach sequences.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (qodek requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the qodek order form before signing a 12-month enterprise commitment.
Limitations
Muraena
Operational considerations and platform boundaries include: Outbound execution dependency: The platform functions primarily as an identification layer, requiring external orchestration tools such as Lemlist or CRM infrastructure to execute delivery sequences.Full limitations in the Muraena review
qodek
Operational considerations and platform boundaries include: Scrape Brittleness and Anti-Bot Barriers: Corporate edge security and frequent frontend DOM mutations can degrade crawler extraction rates, generating transient signal blind spots.Full limitations in the qodek review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both Muraena and qodek can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose Muraena over qodek
Work at Muraena? 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 Muraena Official Differentiators & Case Study →Why teams choose qodek over Muraena
Work at qodek? 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 qodek Official Differentiators & Case Study →Pricing notes & tier schedules
Muraena: Custom / enterprise pricing
Commercial access uses a tiered credit subscription structure. A entry-level tier begins at $0 for 50 monthly credits with access to technographic filters and intent insights.
- Free / Sandbox ($0, 1–2 seats (Evaluation)): Entry free tier with capped usage or feature quotas for initial workflow testing.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Per-Seat Linear Scaling: Muraena prices licenses on a per-user/seat basis (Custom / enterprise pricing); expanding from 2 to 15+ operators multiplies base recurring spend linearly.
- Credit & Usage Burn Multiplier: Workflows on Muraena consume metered credits or usage quotas; multi-provider enrichment lookups, scraping runs, or bulk batch jobs can exhaust base allocations and trigger mid-cycle top-up packs.
qodek: Custom / enterprise pricing
Commercial procurement is structured through direct enterprise licensing, with pricing available on request via tailored quotes determined by organizational scale, data throughput volume, and user seats.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Scrape Brittleness and Anti-Bot Barriers: Corporate edge security and frequent frontend DOM mutations can degrade crawler extraction rates, generating transient signal blind spots.
- Signal Attribution Latency: The temporal lag between an ingested hiring event or technical change and actual budget deployment can induce false-positive outreach sequences.
Frequently asked questions: Muraena vs qodek
How does Muraena pricing compare to qodek in 2026?
Muraena is listed at Custom / enterprise pricing (enterprise / quote, free plan), whereas qodek is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).
How do Muraena and qodek compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Muraena is rated L3 · Conditional automation with a Workflow-embedded moat (2.6/5.0), while qodek is rated L3 · Conditional automation with a Workflow-embedded moat (2.9/5.0).
Which teams are Muraena and qodek built for?
Muraena is a Web SaaS product in Autonomous B2B Sales Agents & AI BDRs designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps). qodek 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 Muraena vs qodek?
For Muraena: Operational considerations and platform boundaries include: Outbound execution dependency: The platform functions primarily as an identification layer, requiring external orchestration tools such as Lemlist or CRM infrastructure to execute delivery sequences. For qodek: Operational considerations and platform boundaries include: Scrape Brittleness and Anti-Bot Barriers: Corporate edge security and frequent frontend DOM mutations can degrade crawler extraction rates, generating transient signal blind spots.
What are the hidden TCO drivers and contract negotiation levers for Muraena vs qodek?
For Muraena: Per-Seat Linear Scaling (Muraena prices licenses on a per-user/seat basis (Custom / enterprise pricing); expanding from 2 to 15+ operators multiplies base recurring spend linearly.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Muraena order form before signing a 12-month enterprise commitment. For qodek: Scrape Brittleness and Anti-Bot Barriers (Corporate edge security and frequent frontend DOM mutations can degrade crawler extraction rates, generating transient signal blind spots.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the qodek order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 14, 2026.