Developer Tools · head to head
Envoy vs Jedox

Envoy
Developer Tools
A high-performance L7 proxy written in C++ that is configured by an API rather than a config file, and is usually deployed under a control plane.
- From
- Free
- Free plan
- Yes

Jedox
Business Intelligence
Excel-native planning and OLAP modelling for finance teams that refuse to leave spreadsheets
- From
- On request
- Free plan
- No
The short version
- Envoy is free; Jedox prices on request.
- Only Envoy lists xDS dynamic configuration; only Jedox lists in-memory OLAP cube.
- Prices and features on this page were last checked on 13 November 2026.
Where they differ
Only the attributes on which Envoy and Jedox actually diverge.
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Envoy
- xDS dynamic configuration
- Protocol breadth
- Filter chain architecture
- Observability by default
- Outlier detection
- Traffic shaping
- mTLS termination and origination
- Hot restart
Only in Jedox
- In-memory OLAP cube
- Excel add-in
- Web spreadsheet
- Integrator ETL
- Workflow and approvals
- AIssisted planning
- Financial consolidation
- Report designer
What people use each for
The jobs each tool is most often brought in to do.
Envoy
- Acting as the data plane under a service mesh or Gateway API implementation, which is how the overwhelming majority of deployments use itnot Jedox
- An edge or API gateway that needs per-route retry budgets, circuit breaking and outlier detection rather than round-robin proxyingnot Jedox
- Migrating traffic between service versions or between a monolith and its replacement, using weighted splits and shadow trafficnot Jedox
- Standardising observability across a polyglot estate, so that latency, error rates and tracing look the same regardless of the language a service is written innot Jedox
Jedox
- A manufacturer whose budget process is hundreds of Excel files emailed between plants and needs one governed cube without retraining plant controllersnot Envoy
- A mid-market group doing statutory consolidation and management reporting on the same data instead of in two systemsnot Envoy
- A finance team that priced IBM Planning Analytics, found it unaffordable, and still wants cube-based modellingnot Envoy
- A retailer running driver-based sales and workforce plans that must reconcile to the financial budgetnot Envoy
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Envoy
- The configuration surface is very large and hand-written bootstrap YAML runs to hundreds of lines for routing that Nginx expresses in twenty, which is why nearly every production deployment sits under a control plane and inherits that control plane's constraints as well
- xDS is the real API and it is not stable in the comfortable sense; the v2 API set was removed outright, resource types continue to be deprecated, and your control plane and Envoy binaries have to be upgraded roughly in step or the proxies stop accepting configuration
- Extending it properly means writing a C++ filter and building and maintaining your own Envoy binary; the alternatives are Lua, which adds per-request overhead, and proxy-wasm, whose ABI has remained effectively experimental for years with a real performance cost
- At sidecar density the per-proxy memory and CPU footprint is a measurable share of cluster capacity, since thousands of workloads each carry a full proxy, and this is precisely the cost that has pushed mesh projects towards node-level or ambient architectures
- There is no single vendor selling support for Envoy itself; you get the community plus control-plane vendors such as Solo.io and Tetrate, so an Envoy-level production bug is your own engineers in a C++ codebase unless a support contract happens to cover it
- Diagnosing why a request got a particular response involves reading config dumps, the stats endpoint and the RESPONSE_FLAGS codes in access logs rather than a readable error, which is a specific skill you must hire or spend months growing
Jedox
- Cube modelling is a specialist skill closer to IBM TM1 than to a modern SaaS planning tool, so most customers depend on a partner or a single internal expert whose departure leaves the model unmaintainable
- Almost every deployment carries a partner implementation fee that frequently matches or exceeds the first year of licence, and that cost never appears in the vendor comparison you are shown
- The Excel add-in is the strongest client, which means Mac-based and browser-only users get a materially thinner experience than the Windows majority
- Dashboards and visual analytics are weaker than dedicated BI tools, so organisations typically keep Power BI or Tableau alongside Jedox and pay for both
- Insight Partners took a majority stake in 2021, and the pressure toward a cloud subscription base has meant self-managed customers see new capability later than cloud ones
Pricing, plan by plan
Envoy
FreeNo published plan breakdown. See the Envoy review.
Jedox
On request- JedoxOn request
- Named user subscription, tiered by user count
- Cloud or self-managed deployment
- Modules priced separately for consolidation and add-ons
Which should you pick?
Choose Envoy if
- You need xds dynamic configuration.
- You want to start without paying.
- You also want protocol breadth.
Choose Jedox if
- You need in-memory olap cube.
- You work on Web, Windows, Linux.
- You also want excel add-in.
Questions people ask
- Is Envoy or Jedox better?
- Neither clearly leads. Envoy starts at Free and Jedox at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Envoy or Jedox?
- Envoy has a free tier; the other does not. Paid plans start at Free for Envoy and On request for Jedox.
- Does Envoy or Jedox run on more platforms?
- Envoy runs on Web. Jedox runs on Web, Windows, Linux.
- Can I use Envoy for free?
- Yes. Envoy has a free tier, so you can try it without paying. Jedox starts at On request.
- What is Envoy best used for?
- Envoy is most often used for acting as the data plane under a service mesh or gateway api implementation, which is how the overwhelming majority of deployments use it, an edge or api gateway that needs per-route retry budgets, circuit breaking and outlier detection rather than round-robin proxying, migrating traffic between service versions or between a monolith and its replacement, using weighted splits and shadow traffic, standardising observability across a polyglot estate, so that latency, error rates and tracing look the same regardless of the language a service is written in. Of those, acting as the data plane under a service mesh or gateway api implementation, which is how the overwhelming majority of deployments use it and an edge or api gateway that needs per-route retry budgets, circuit breaking and outlier detection rather than round-robin proxying are not what Jedox is typically brought in for.
- What can Envoy do that Jedox cannot?
- Envoy covers xDS dynamic configuration, Protocol breadth, Filter chain architecture, Observability by default. Jedox covers In-memory OLAP cube, Excel add-in, Web spreadsheet, Integrator ETL.
Answered from the vendors’ own pages
Envoy: Should I run Envoy on its own, or under a control plane?
Almost always under one. Directly authoring xDS or static bootstrap configuration is viable for a handful of routes and becomes unmanageable beyond that. Envoy Gateway, Istio, Contour, Gloo and Consul all exist to generate that configuration for you.
Jedox: Does Jedox publish pricing?
No. It is quoted per named user with tiering by volume, and modules such as consolidation are priced separately.
Envoy: How does it compare with Nginx or HAProxy?
Envoy is dynamically configured over an API and instrumented far more heavily; Nginx and HAProxy are faster to configure and lighter for straightforward reverse proxying. If you never need to change routing without a reload, Envoy is more machinery than the problem requires.
Jedox: Is Jedox a BI tool or a planning tool?
A planning tool with reporting attached. Organisations almost always keep a separate BI tool for visual analysis.
Envoy: What does it cost?
Nothing to licence; it is Apache 2.0 and there is no paid edition. The cost is engineering time and, for most organisations, a commercial control plane or cloud service that packages it.
Jedox: Can it run on premises?
Yes, on Windows or Linux, though the vendor pushes cloud and self-managed customers receive features later.
Envoy: Can I write extensions without C++?
You can write Lua filters or proxy-wasm modules in Rust, Go, C++ or AssemblyScript. Both carry per-request overhead compared with a native filter, and the Wasm path has been slower to stabilise than the project originally projected.
Jedox: How does it compare to IBM Planning Analytics?
Similar cube architecture at a lower price point, with a friendlier web layer and a smaller partner ecosystem.
Envoy: Is it a CNCF project?
Yes, it is a graduated CNCF project licensed under Apache 2.0, which means the trademark and governance sit with the foundation rather than with Lyft or any vendor.
Related pages
Other head to heads
- Envoy vs Istio
- Envoy vs Ona (formerly Gitpod)
- Envoy vs Spacelift
- Envoy vs Atlantis
- Envoy vs Jenkins
- Envoy vs Hookdeck
- Envoy vs Restate
- Envoy vs Helix
- Envoy vs Turborepo
- Envoy vs StackBlitz
- Envoy vs Webpack
- Envoy vs Backstage
- Envoy vs OpsLevel
- Envoy vs PartyKit
- Envoy vs PhpStorm
- Envoy vs Pieces for Developers
- Envoy vs RAD Studio
- Envoy vs Refact
- Envoy vs Pigment
- Envoy vs Anaplan
- Envoy vs Power BI
- Envoy vs Board International
- Envoy vs Zebra BI
- Envoy vs Phocas
- Envoy vs Databox
- Envoy vs Cube
- Envoy vs Celonis
- Envoy vs Qlik Sense
- Envoy vs ThoughtSpot
- Envoy vs Grow
- Envoy vs Mode
- Envoy vs Oracle Analytics Cloud
- Envoy vs Periscope Data
- Envoy vs Zoho Analytics
- Envoy vs Baremetrics
- Envoy vs Cabin
- Jedox vs Istio
- Jedox vs Ona (formerly Gitpod)
- Jedox vs Spacelift
- Jedox vs Atlantis
- Jedox vs Jenkins
- Jedox vs Hookdeck
- Jedox vs Restate
- Jedox vs Helix
- Jedox vs Turborepo
- Jedox vs StackBlitz
- Jedox vs Webpack
- Jedox vs Backstage
- Jedox vs OpsLevel
- Jedox vs PartyKit
- Jedox vs PhpStorm
- Jedox vs Pieces for Developers
- Jedox vs RAD Studio
- Jedox vs Refact
- Jedox vs Pigment
- Jedox vs Anaplan
- Jedox vs Power BI
- Jedox vs Board International
- Jedox vs Zebra BI
- Jedox vs Phocas
- Jedox vs Databox
- Jedox vs Cube
- Jedox vs Celonis
- Jedox vs Qlik Sense
- Jedox vs ThoughtSpot
- Jedox vs Grow
- Jedox vs Mode
- Jedox vs Oracle Analytics Cloud
- Jedox vs Periscope Data
- Jedox vs Zoho Analytics
- Jedox vs Baremetrics
- Jedox vs Cabin
