Plan quality
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
Free coaching service used through your own AI app over MCP; plans checked against training rules and synced to intervals.icu.
Not ranked yet (4 of 8 scored dimensions needed) · 0 of 8 dimensions scored · entry reviewed
Prova Endurance is a coaching back end that connects to an AI app the athlete already uses (Claude, ChatGPT, Gemini, Le Chat) through MCP. The AI app holds the conversation and writes the plan; the Prova server stores training history and thresholds, describes each activity by time in intensity domains, and checks plans against training rules with cited research. Plan changes are proposals the athlete accepts or declines; once a plan is running, each next week is filled in automatically and emailed. Activities come from intervals.icu, a Garmin Connect export or FIT/GPX files; sessions go to the intervals.icu calendar or download as .fit files. Plans cover cycling, running, swimming, rowing and strength. The service is free; the athlete's own AI app account does the reasoning.
AI level: Conversational AI coach. An LLM-based coach the athlete talks to in free text; it can explain, negotiate and change the plan, usually on top of a model-driven or rule-based planner. provaendurance.com
Thirteen capabilities, as stated on the vendor's own pages: 4 yes, 6 partly, 0 no, 3 unverified. Unverified means the vendor's pages checked do not say; it does not mean absent.
| Capability | Vendor says | Source |
|---|---|---|
| Plan | ||
| Builds a periodized planYes means: Plan generated from goal, date, availability and current fitness, with phases.provaendurance.com | Yes | provaendurance.com |
| Precise workout prescriptionYes means: Interval-level targets (pace, power or HR) executable on a device.provaendurance.com | Yes | provaendurance.com |
| Race preparationYes means: Race blocks, taper and a pacing or race-day plan for the target event. | unverified | |
| Adapt | ||
| Adapts to lifeYes means: Missed or moved sessions and availability changes re-flow the plan automatically.provaendurance.com | Partly | provaendurance.com |
| Adapts to fatigueYes means: Load changes from HRV, sleep, resting HR or subjective feel without the athlete asking.provaendurance.com | Partly | provaendurance.com |
| Handles injury and illnessYes means: Pause and return-to-training progression, not just skip.provaendurance.com | Partly | provaendurance.com |
| Relationship | ||
| Post-workout feedbackYes means: Per-session analysis referencing the athlete's data and the plan's intent.provaendurance.com | Yes | provaendurance.com |
| ConversationYes means: Free-text chat that can answer questions and change the plan.provaendurance.com | Yes | provaendurance.com |
| Check-ins and accountabilityYes means: Scheduled check-ins, debriefs or reminders initiated by the app.provaendurance.com | Partly | provaendurance.com |
| Human coach in the loopYes means: A human coach reviews or messages, included or as an add-on. | unverified | |
| Beyond endurance | ||
| Strength and mobilityYes means: Prescribed strength or mobility sessions scheduled alongside endurance work.provaendurance.com | Partly | provaendurance.com |
| Nutrition and fuelingYes means: Session- or day-specific fueling numbers. | unverified | |
| Multisport planningYes means: Balances load across sports in a single plan.provaendurance.com | Partly | provaendurance.com |
2 partners named on the vendor's pages; structured workouts go to 1. ✓ means the vendor states it, – means not stated. A partner not listed is unverified, not unsupported.
| Partner | Reads activities | Pushes workouts | Wellness data | Source |
|---|---|---|---|---|
| Watches | ||||
| Garmin (watches / Connect)Import of a Garmin Connect export file, not a live connection.provaendurance.com | ✓ | – | – | provaendurance.com2026-10-13 |
| Training platforms | ||||
| intervals.icuReads activities; publishes accepted sessions to the intervals.icu calendar.provaendurance.com | ✓ | ✓ | – | provaendurance.com2026-10-13 |
No per-plan breakdown verified on the vendor's pages.
Each dimension is scored 1 to 5 against the published rubric and cites one public page. Overall – is the mean of the 0 scored dimensions.
| Dimension | Score | Bar | Median |
|---|---|---|---|
| Plan quality | – | 3 | |
| Adaptation | – | 4 | |
| Workout feedback | – | 3 | |
| Coaching relationship | – | 2 | |
| Multisport planning | – | NaN | |
| Transparency | – | 3 | |
| Value for money | – | 3 | |
| Athlete sentiment | – | 3 |
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
No public evidence yet, so this dimension is not scored and does not count toward the overall. What would count as evidence
Independent reviews, forum threads and store listings consulted for the scores. Titles as published; read them at the source.
Answered from the cited facts above only. A question is left out when its fact is unverified.
Prova Endurance is classified as "Conversational AI coach": An LLM-based coach the athlete talks to in free text; it can explain, negotiate and change the plan, usually on top of a model-driven or rule-based planner.
Yes. The vendor states structured workouts are sent to intervals.icu.
Partly. Load changes from HRV, sleep, resting HR or subjective feel without the athlete asking.
Free.
Cycling, Running, Swimming, Rowing, Strength.
Yes. The vendor offers an MCP server or equivalent that gives your own AI assistant access to your data.
Apps for the same sport, ordered by how many coaching capabilities they share with Prova Endurance.
Spotted an outdated fact? Send the vendor page that states the current one.