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November 2026 results: WriteHuman first, Phrasly climbs to fifth. Read the analysis →
HumanizerBench

Head to head · November 2026 cycle

Ryne AI vs Walter Writes

Ryne AI finished 6.3 points ahead of Walter Writes in the November 2026 cycle, 61.24 to 54.95, ranking #8 against #15 in a field of 16. Ryne AI scored higher on 2 of 6 detectors and 4 of 6 writing categories. Walter Writes came out ahead on GPTZero (69.3 vs 10.6), readability (63.8 vs 47.3) and bypass rate (54.4 vs 45.9). The bypass-rate gap, 45.9 to 54.4, sits inside both tools' 95% confidence intervals, so treat bypass as a draw.

61.24 /100
overall score
#8 /16
rank -
+6.29
← Ryne AI leads
Detectors
2 – 3 (1 tie)
Categories
4 – 2
Components
3 – 2
54.95 /100
overall score
#15 /16
rank ▼ 5

30 prompts · Last tested · Methodology v1.3.0

Score components

What the overall score is made of: bypass rate weighs 42%, meaning preservation 32%, readability 16%, consistency across categories 10%. Output-quality penalties come off the total. How scoring works →

Bypass rate CIs overlap Walter Writes by 8.5
45.9 54.4
Meaning preservation CIs overlap Ryne AI by 6.3
77.1 70.7
Readability Walter Writes by 16.5
47.3 63.8
Consistency Ryne AI by 4.6
97.2 92.6
Penalties fewer is better Ryne AI by 10.0
None −10.0

CIs overlap marks a gap that sits inside both tools' published 95% confidence intervals for that component; it may not survive another cycle.

Detector by detector

Share of each tool's outputs that a detector classified as human-written. Walter Writes took 3 of 6, with 1 tied.

GPTZero Walter Writes by 58.6
10.6 69.3
Originality.ai Walter Writes by 0.1
9.3 9.5
Copyleaks Walter Writes by 1.2
83.0 84.3
Winston AI Ryne AI by 4.1
96.6 92.5
ZeroGPT Ryne AI by 4.9
75.9 71.0
Pangram Even
0.0 0.0

Writing categories

Category score per writing context: bypass credit only for real rewrites, blended with the category's own meaning preservation and readability. Small categories swing; the prompt count is shown on each row. How category scores work →

Academic Essay Application Essay Blog Post Marketing Copy Discussion Board News Article Academic Essay: Ryne AI 57.0 · Walter Writes 49.8 Application Essay: Ryne AI 57.6 · Walter Writes 62.0 Blog Post: Ryne AI 55.5 · Walter Writes 51.2 Marketing Copy: Ryne AI 59.6 · Walter Writes 48.7 Discussion Board: Ryne AI 60.5 · Walter Writes 48.1 News Article: Ryne AI 52.5 · Walter Writes 55.3
Ryne AI Walter Writes Outer ring = 100
Academic Essay 6 prompts Ryne AI by 7.2
57.0 49.8
Application Essay 6 prompts Walter Writes by 4.4
57.6 62.0
Blog Post 6 prompts Ryne AI by 4.3
55.5 51.2
Marketing Copy 6 prompts Ryne AI by 10.9
59.6 48.7
Discussion Board 3 prompts Ryne AI by 12.3
60.5 48.1
News Article 3 prompts Walter Writes by 2.8
52.5 55.3

Where each one wins

Every measure above that one tool won outright, largest margin first within each group.

Ryne AI

9 wins
  • Penalties Score None vs −10.0
  • Meaning preservation Score 77.1 vs 70.7
  • Consistency Score 97.2 vs 92.6
  • ZeroGPT Detector 75.9 vs 71.0
  • Winston AI Detector 96.6 vs 92.5
  • Discussion Board Category 60.5 vs 48.1
  • Marketing Copy Category 59.6 vs 48.7
  • Academic Essay Category 57.0 vs 49.8
  • Blog Post Category 55.5 vs 51.2

Walter Writes

7 wins
  • Readability Score 63.8 vs 47.3
  • Bypass rate Score 54.4 vs 45.9
  • GPTZero Detector 69.3 vs 10.6
  • Copyleaks Detector 84.3 vs 83.0
  • Originality.ai Detector 9.5 vs 9.3
  • Application Essay Category 62.0 vs 57.6
  • News Article Category 55.3 vs 52.5

Same prompt, both outputs

Both tools were given this AI-written passage in the November 2026 cycle. Below it is what each one returned. This prompt was picked by a fixed rule, not by how the tools scored.

Howto Blog · Blog Post · written by claude-sonnet-5-5 · 447 words

# A Guide to Introducing Solid Foods to Your Infant

## When to Start

Most babies are ready for solid foods around six months of age. Look for these signs of readiness: sitting upright with minimal support, good head and neck control, showing interest in food, opening their mouth when food approaches, and losing the tongue-thrust reflex that pushes food back out. Before six months, breast milk or formula provides all the nutrition your baby needs. Always check with your pediatrician before beginning.

## Getting Started

Begin with one or two small meals a day, offered when your baby is calm and not overly hungry or tired. Milk remains the primary source of nutrition for the first year, so offer solids as a complement rather than a replacement.

Good first foods include iron-rich options, since a baby's iron stores begin to decline around six months: - Iron-fortified infant cereal - Pureed meats or poultry - Mashed beans or lentils - Pureed vegetables such as sweet potato, carrots, or peas - Mashed fruits such as banana, avocado, or pear

Start with a teaspoon or two and let your baby set the pace. Early feedings are about exploring tastes and textures, not filling the tummy.

## Introducing New Foods

Offer one new food at a time and wait three to five days before adding another. This makes it easier to identify any allergic reaction, such as rash, hives, vomiting, diarrhea, or swelling. Seek emergency care for difficulty breathing or facial swelling.

Current guidance suggests introducing common allergens, including peanut products (thinned peanut butter, never whole nuts), egg, dairy, wheat, soy, fish, and tree nuts, early rather than delaying them. If your baby has severe eczema or an existing food allergy, talk with your doctor first.

## Progressing Textures

Move gradually from smooth purees to thicker mashed foods around 7–9 months, then to soft finger foods and small, tender pieces by 9–12 months. Whether you choose spoon-feeding, baby-led weaning, or a combination, the key is offering safe textures.

## Safety First

- Always supervise meals, with your baby seated upright. - Avoid choking hazards: whole nuts, whole grapes, popcorn, hard raw vegetables, chunks of meat or cheese, and hot dog rounds. - Do not give honey before age one, due to botulism risk. - Avoid cow's milk as a drink before 12 months, and skip added salt and sugar.

## Be Patient

Babies often need 10–15 exposures to accept a new food. Gagging is normal as they learn; it differs from choking, which is silent. Make-a-mess exploration is part of learning. Watch for cues of fullness, like turning away or closing the mouth, and never force-feed.

Enjoy this milestone together.

Show the full input

517 words (input 447)

# A Guide to Introducing Solid Foods to Your Baby.

## When to Begin

Most babies are ready for solid foods at about six months of age. When babies are ready to eat solids, they will show these signs: they can sit with little or no support, they have good head and neck control, they show an interest in food. In fact, they open their mouth when food comes closer to them and they lose the tongue-thrust reflex which pushes food back out. Six months ago, your baby’s entire diet consisted of breast milk or formula. Always check with your pediatrician before starting.

## Let’s Begin

Start with giving them one or two small meals a day, after they are calm and not too hungry or tired. For the first year milk is the main form of nutrition, so offer solids as a complement, not a substitute.

Iron-rich foods are a good first choice as the baby’s iron levels start to decline by six months. - Iron-enriched baby cereal. - Ground meat or poultry. - Beans or lentils that are mashed. - Vegetable purees such as sweet potato puree, carrot or pea puree - Mashed bananas, avocado, or pear are also a good option.

Give your child a teaspoon or two at a time and allow them to continue as they wish. Exploring tastes and textures of food, not filling tummies, is the goal.

## It means introducing new foods.

Introduce one new food at a time, and allow three to five days before introducing another. It makes it easy to identify any allergic reaction, such as rash, hives, vomiting, diarrhea or swelling. If you are facing difficulties with breathing or getting your face swollen, seek emergency medical attention straight away.

Present guidelines recommend that common allergens such as peanut products (thinned peanut butter, never whole nuts), egg, dairy, wheat, soy, fish and tree nuts should be introduced early rather than delayed. If your infant is experiencing eczema flare-ups or has a food allergy, consult your doctor first.

## Moving forward with textures.

You can progress from smooth purees to thicker mashedd foods at 7-9 months, then to soft finger foods and small, tender pieces at 9-12 months. Whatever way you go about doing it, spoon-feeding or baby-led weaning or both, you must serve safe textures.

## Safety Precautions Necessary

- Ensure your baby is seated upright during meals. - Do not give young children whole nuts, whole grapes, popcorn, hard raw vegetables, chunks of meat or cheese, and hot dog rounds. - Don’t feed honey to babies under one year old as it can cause botulism. - Don't offer cow's milk as a drink before 12 months. Avoid adding salt or sugar.

## Stay low and keep things steady.

A new food may require 10 to15 exposures to the baby. It’s important to remember that gagging is normal as they learn. Choking, on the other hand, is silent and different. Exploration is learning even if it makes-a-mess! Look out for signs of fullness, like turning away or shutting the mouth, don’t force-feed.

Relish this achievement together.

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.26caught
  • Copyleaks1.00passed
  • Originality.ai0.06caught

Passed 2 of 6 detectors.

Every Ryne AI run in November 2026 →

432 words (input 447)

# a Guide to starting solids with your baby

## how old is my baby?

Typically most Babies will be ready for solid foods by the time they are six months old. The best way to determine if your baby is ready is to look for these signs of readiness: - he/she sits up without much support. - has very good head/neck control. - shows an interest in the food. - opens his/her mouth wide enough for the food to go into it. - does not have the "tongue thrust" reflex where he/she pushes the food back out after trying to eat.

Before six months of age, breast milk or formula provide everything that your baby needs. Always consult with your pediatrician before starting your baby on solid foods.

## Getting Started

Start off with either one or two small meals per day. It is easiest to start feeding your baby when she/he is calm, and not too hungry or tired. Milk should still be the main source of nutrition for your baby through-out their first year. Solid foods can be used as a supplement instead of replacing milk.

Here are some examples of good first foods for your baby. These foods are rich in Iron because Babies' Iron stores begin to decline at approximately six months of age: - Iron-fortified Infant cereal - Pureed meats/poultry - mashed beans/lentils - Pureed vegetables such as sweet potatoes/carrots/or peas - mashed fruits such as bananas/avocados/or pears

When you first introduce new foods, try using one or two teaspoons at a time and allow your baby to set the pace. In the early stages of eating, the purpose of mealtime is for taste testing and texture exploration versus filling the tummy.

## introducing new foods

To make it simpler to find out whether your baby develops an allergic reaction to a particular food item, always offer one new food at a time. Wait for three to five days before introducing the next new food. Common symptoms associated with an allergic reaction to a specific food may appear within minutes to hours of ingestion and could include but are not limited to rash/hives/vomiting/diarrhea/swelling. Please seek immediate medical assistance if your baby experiences difficulty breathing or facial swelling.

Recent recommendations suggest that introducing common allergenic foods, including peanuts/thinned peanut butter/neither whole nor chopped nuts/egg/dairy/wheat/soy/fish/tree nuts, earlier in life may reduce the occurrence of developing allergies compared to waiting until later in life. However, please discuss introducing common allergenics with your pediatrician prior to introduction if your child has severe eczema or already has a diagnosed food allergy.

Show the full output
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI0.99passed
  • ZeroGPT0.27caught
  • Copyleaks1.00passed
  • Originality.ai0.13caught

Passed 3 of 6 detectors.

Every Walter Writes run in November 2026 →

Each chip is one detector's score for that output, from 0 (AI) to 1 (human). A score of 0.50 or higher counts as a pass and shows green; below that the detector caught it and the chip shows red.

Questions people ask

Is Ryne AI better than Walter Writes?

Ryne AI finished 6.3 points ahead of Walter Writes in the November 2026 cycle, 61.24 to 54.95, ranking #8 against #15 in a field of 16. Ryne AI scored higher on 2 of 6 detectors and 4 of 6 writing categories. Both tools ran the same 30 prompts, scored by the same 6 detectors, under methodology v1.3.0; every input, output and verdict is published.

Which bypasses AI detectors better, Ryne AI or Walter Writes?

Walter Writes posted the higher bypass rate, 54.4 vs 45.9, and scored higher on 3 of 6 detectors. Ryne AI led on Winston AI and ZeroGPT; Walter Writes led on GPTZero, Originality.ai and Copyleaks. The overall bypass gap is inside both 95% confidence intervals, so it is not a reliable difference.

Do Ryne AI and Walter Writes keep the original meaning?

Ryne AI preserved meaning better, 77.1 vs 70.7 on our 0–100 similarity scale, though the confidence intervals overlap. On readability, Walter Writes rated higher, 63.8 vs 47.3. Penalties this cycle: Ryne AI None, Walter Writes −10.0.