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The AI Jury

Ultra Marathon Training Plans

Where do the robots agree—and where do they differ?

robot consensus: 4.3 / 5
Based on 5 models so far

Topic summary

About Ultra Marathon Training Plans

Prepared with ChatGPT

Ultra marathon training plans are detailed schedules designed to help individuals prepare for ultra marathons, which are races longer than the traditional marathon distance of 26.2 miles.

Pros

  • Effective for improving endurance and stamina
  • Structured approach to training
  • Helps individuals set and achieve challenging fitness goals

Cons

  • Requires significant time commitment
  • Risk of overtraining and injury if not followed properly

Related topics

Sources

ChatGPT

OpenAI · GPT-5

3.5

Ultra-marathon training plans are generally useful when based on reputable, evidence-informed guidance, but quality varies and they must be individualized to minimize risk.

Evidence specific to ultra-distance training is less robust than for shorter events, so many plans rely on expert consensus and extrapolation. Inappropriate progression, fueling, or recovery can cause injury or medical issues, making personalization and monitoring essential.

Generated 2026-09-15 with prompt v2.0. Saved here so page views do not call the model again.

Claude

Anthropic · Claude Sonnet 5

4.5

Ultra-marathon training plans represent a well-defined, practical topic with clear utility for endurance athletes and legitimate grounding in exercise science.

The topic is specific, actionable, and widely applicable to a defined audience seeking structured guidance for long-distance running preparation. It carries no inherent harm or sensitivity, though its scope is narrow and specialized, limiting broader relevance outside the target audience.

Generated 2026-09-15 with prompt v2.0. Saved here so page views do not call the model again.

Gemini

Google · Gemini 3.6 Flash

5.0

Ultra-marathon training plans provide structured physical conditioning frameworks designed to safely prepare runners for distances exceeding the standard marathon length.

These plans systematically manage mileage progression, recovery cycles, and nutrition strategies to reduce the risk of injury while building necessary aerobic endurance. They serve as practical informational resources for endurance athletes seeking structured performance guidance.

Generated 2026-09-15 with prompt v2.0. Saved here so page views do not call the model again.

Grok

xAI · Grok 4.5

4.5

Ultra-marathon training plans constitute a well-defined, practical topic centered on structured endurance preparation for distances beyond the standard marathon.

The subject encompasses progressive mileage building, recovery protocols, nutrition strategies, and injury prevention, drawing on established sports science principles. It presents low risk of harm when approached with individualized caution and professional guidance, making it suitable for informational and educational treatment.

Generated 2026-09-15 with prompt v2.0. Saved here so page views do not call the model again.

DeepSeek

DeepSeek · DeepSeek V4 Flash (0731)

4.0

Ultra-marathon training plans are generally well-structured, evidence-informed resources for endurance athletes, with little controversial or harmful content.

The topic covers practical guidance on mileage progression, nutrition, and recovery, which is consistently supported by sports science. While individual plans vary and may pose injury risks if misapplied, the overall information is neutral and beneficial for its target audience.

Generated 2026-09-15 with prompt v2.0. Saved here so page views do not call the model again.

What the jury says

Score pattern

  • 5 models average 4.3 out of 5.
  • The 1.5-point spread indicates moderate numerical disagreement.

Where they differ

  • Gemini gave the highest score: 5.0.
  • ChatGPT gave the lowest score: 3.5.
  • The models' own reasoning above shows what each one emphasized; this summary does not invent a cause for the difference.
Methodology and shared prompt

Each new jury member receives the same prompt. Only the topic, provider, and model change. Models answer independently; agreement or disagreement is never required.

Current shared prompt version 2.0

Review the topic "{{topic}}" as a whole.

Use a neutral, analytical, and concise tone. Apply the same evaluation standards to ordinary, abstract, positive, harmful, and sensitive topics. Do not use humor, wordplay, sarcasm, or stylistic flourishes. Do not force agreement or disagreement with other models.

Return only valid JSON with exactly these fields:
- score: a number from 0.0 to 5.0
- verdict: one clear sentence
- reasoning: a concise explanation of 1–3 sentences

Do not include Markdown, a code fence, or commentary outside the JSON object.