Products

Papaya

AI-nativeSkill

Continuously improve your agents.

papaya.fyi AI Models & Agents / Prompts, Evals & LLM Observability

AI Benchmark
Desktop
Mobile
Monthly visits
6.9K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$500/mo
Higher than 94% of peersNiche median $21.595/mo
Creators
Niyaz Puzhikkunnath
No social account linked
Launched
51d ago
2026-09-25 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events1 change · 1 marketing move

Marketing moves

Launches, search & content, referrals, promotions
  • Papaya launched on BetaListLaunch

    Papaya – Monitor and auto-optimize your AI agents from trace to fix — Monitor and auto-optimize your AI agents from trace to fix

    Sep 25 · 51d agoSource

    At the time: <5K visits/moVisits: next 1 mo +9009%

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct46%
  • Organic Search18%
  • Referrals17%
  • Social6%
  • Other12%

Countries

  • United States87%
  • India13%

Search

Domain authority —Domain registered 2026-05-07

KeywordMonthly volume
context bloat o que significa200

Traffic data: Vaneform

Pricing

developer
Free
1 agent · up to 1,000 traces / month
business
$500/mo
Up to 3 agents · 50,000 traces / month
enterprise
Contact sales
Unlimited agents

Trial: None · Free tier included · 1 paid tier ($500) · Enterprise custom tier · Observed 2026-11-01 · Pricing page

Entry price $500/mo, Higher than 94% of peers; “Prompts, Evals & LLM Observability” median is $21.595/mo.View pricing benchmark

Pages & changes

Tracked since 2026-09-25

Key pages

Weekly snapshots
papaya.fyi/ Snapshot 2026-11-02

Official blog & changelog

Recent articles & product updates
  • 2026-11-14BlogRead post

    Observability Is Not Enough

    . Tangled agent traces resolving into distinct failure patterns through a transparent analytical layer Gartner predicts that 40% of organizations deploying AI will adopt dedicated AI observability tools by 2028 [\[1\]](#ref-1). Having visib

  • 2026-11-14BlogRead post

    The Easiest AI Agent Observability Platform

    Most agent observability tools are powerful, and most of them are hard to use. Before they show you anything useful, you instrument your code, configure the shape of your data, tag your workflows, and write evaluators. Then you sit in front

  • 2026-11-14BlogRead post

    A Trace Shouldn’t Be a Wall of Text

    Software has gone agentic in the last couple of years. We are all well versed in writing, testing, and maintaining traditional, deterministic code, but now we also have non-deterministic apps to tend to. At first it sounds straightforward,

  • 2026-06-16BlogRead post

    Product Updates — June 16, 2026 | Papaya

    Product Updates - June 16 The Papaya team has been hard at work filling feature requests. Here are some of the latest from this week's releases. New ways to connect your data. You can now use our SDK with OpenAI, Anthropic, Vercel, Bedrock,

Changes

  1. Nov 1 · 13d ago

    Homepage tagline changed to “Continuously improve your agents.”Positioning

    Papaya doesn’t stop at observability.It also ships the fixes.→Continuously improve your agents.

Design

First-screen visual analysis & :root CSS

3D Tactile (Light canvas, balanced density) featuring split copy & visual layout and 3d render / tactile object visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Continuously improve your agents.”

Split Copy & Visual hero structure paired with book demo / contact sales CTA and stacked avatars & testimonials.

Conversion path: Split Copy & Visual + 3D Render / Tactile Object → Book Demo / Contact Sales · Trust bar: Stacked Avatars & Testimonials

Palette · click to copy

5-D design score8.0 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
8.0

Structure

Fonts
Inter
Primary visual
3D Render / Tactile Object
Social proof
Stacked Avatars & Testimonials
Navigation
Full-Width Top Bar
Theme & density
Light · Balanced
Corners & depth
Small Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: 3D Tactile (with Minimal Monochrome)

Rendered 3D objects, soft studio lighting, and tactile material depth.

## Design Tokens

```css
:root {
  --background: #f3f6fb;
  --surface: #fffaec;
  --foreground: #101626;
  --muted-foreground: #566171;
  --accent: #ed875d;
  --radius: 4px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #F3F6FB (~67%) · Surface #FFFAEC (~7%) · Text #101626 (~6%) · Muted Text #566171 (~3%) · Accent #ED875D (~17%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Light · Balanced
- Border radius & elevation: Small Radius; use elevation shadows to separate layers
- Primary visual medium: 3D Render / Tactile Object
- Conversion CTA: Book Demo / Contact Sales · Trust bar uses Stacked Avatars & Testimonials
- Headline hook: Outcome & Speed Promise
- Hero components: Custom Illustration
- Spatial layout notes: Split Copy & Visual hero structure paired with book demo / contact sales CTA and stacked avatars & testimonials.
- Visual summary: 3D Tactile (Light canvas, balanced density) featuring split copy & visual layout and 3d render / tactile object visuals.

## Avoid

- Flat unstyled wireframes
- Cluttered text walls competing with the 3D focal point

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does Papaya cost?
developer: Free; business: $500/mo; enterprise: Contact sales. Observed 2026-11-01. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Papaya get?
Vaneform estimates 6.9K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Papaya and what platforms does it support?
Papaya is catalogued under Prompts, Evals & LLM Observability: Continuously improve your agents.. Supported platforms: CLI / SDK.

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