AI Tools · head to head
Arize AI vs Spline

Arize AI
AI Tools
AI engineering platform for observability and evaluation of agents and LLM apps
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Arize AI the free plan caps trace spans at 25,000 per month with only 15 days of retention.; Spline aI generation features produce inconsistent and often distorted results, failing at basic depth perception tasks
- They diverge on capability: Arize AI covers End-to-end tracing, Spline covers 3D modeling.
Where they differ
Only the attributes on which Arize AI and Spline actually diverge.
Identical on both: starting price (Free), pricing model (freemium), free tier (Yes), user rating (Not yet rated).
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 Arize AI
- End-to-end tracing
- Evaluation framework
- Prompt testing and improvement
- Alyx AI engineering agent
- Custom dashboards
- Data warehouse integrations
Only in Spline
- 3D modeling
- Real-time collaboration
- Animations
- Interactions
- Code export
- React
- Next.js
- Webflow
What people use each for
The jobs each tool is most often brought in to do.
Arize AI
- Tracing and debugging production AI agentsnot Spline
- Running large-scale evaluations across traces and sessionsnot Spline
- Improving prompts before production rolloutnot Spline
- Storing and querying GenAI traces alongside a data warehousenot Spline
Spline
- Web 3D experiencesnot Arize AI
- Interactive prototypesnot Arize AI
- Product visualizationnot Arize AI
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Arize AI
- The free plan caps trace spans at 25,000 per month with only 15 days of retention.
- Self-hosted deployment and Data Fabric integration are restricted to the custom-priced Enterprise tier.
- Pricing beyond the $50/month Pro plan requires a custom quote, making cost planning less transparent at scale.
- Advanced compliance features like HIPAA are only available on Enterprise.
Spline
- AI generation features produce inconsistent and often distorted results, failing at basic depth perception tasks
- Limited to simpler designs - not suitable for high-poly, detailed production models
- Performance degrades with complex scenes containing many objects and materials
- Limited non-Apple platform coverage compared to cross-platform design tools
- Tutorials are either too fast for beginners or too basic for advanced users
Pricing, plan by plan
Arize AI
Free- AX FreeFree
- 25k trace spans/month
- 1 GB storage/month
- 15-day retention
- AX Pro$50/month
- 50k trace spans/month
- 10 GB storage/month
- 30-day retention
- AX Enterprise$undefined/mo
- Custom trace spans, storage, and retention
- SaaS or self-hosted deployment
- Managed agents and Data Fabric
Spline
Free- FreeFree
- Unlimited projects
- Basic exports
- Community support
- Pro$9/month
- Advanced exports
- Custom domains
- Password protection
- Team$19/month
- Team collaboration
- Version control
- Admin controls
Which should you pick?
Choose Arize AI if
- You need end-to-end tracing.
- You want to start without paying.
- You work on web, api.
- You also want evaluation framework.
Choose Spline if
- You need 3d modeling.
- You want to start without paying.
- You work on Web, iOS, Android, visionOS.
- You also want real-time collaboration.
Questions people ask
- Is Arize AI or Spline better?
- Neither clearly leads. Arize AI starts at Free and Spline at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Arize AI or Spline?
- Arize AI starts at Free and Spline at Free.
- Does Arize AI or Spline run on more platforms?
- Arize AI runs on web, api. Spline runs on Web, iOS, Android, visionOS.
- Can I use Arize AI for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Arize AI best used for?
- Arize AI is most often used for tracing and debugging production ai agents, running large-scale evaluations across traces and sessions, improving prompts before production rollout, storing and querying genai traces alongside a data warehouse. Of those, tracing and debugging production ai agents and running large-scale evaluations across traces and sessions are not what Spline is typically brought in for.
- What can Arize AI do that Spline cannot?
- Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Spline covers 3D modeling, Real-time collaboration, Animations, Interactions.
Answered from the vendors’ own pages
Arize AI: What does Arize AX cost?
Arize AX offers a free plan, a Pro plan at $50/month, and a custom-priced Enterprise plan, with pricing based on trace spans, storage, and retention needs.
SourceSpline: What is Spline's pricing?
Spline offers a Free plan with watermarked web exports, Starter at $12/month (billed annually) removing watermarks, Professional at $20/month with unlimited projects, and Enterprise with custom pricing. Viewers are unlimited on all plans.
SourceArize AI: Is there a free plan, and what are its limits?
The AX Free plan includes 25,000 trace spans and 1 GB of storage per month with 15-day retention, plus unlimited users, evaluations, and experiments.
SourceSpline: Can Spline export 3D models to other tools?
Spline's export/import format support is more limited compared to traditional 3D tools like Blender. It focuses on web-first exports and native app code generation.
SourceArize AI: What deployment options are available?
Free and Pro plans are SaaS-only, while Enterprise customers can choose SaaS or self-hosted deployment with custom SLAs.
SourceRelated pages
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- Arize AI vs PaintTool SAI
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- Arize AI vs Vectr
- Arize AI vs Zeplin
- Spline vs Pika
- Spline vs Anthropic API
- Spline vs D-ID
- Spline vs Fathom
- Spline vs Stable Diffusion
- Spline vs Perplexity
- Spline vs Black Forest Labs
- Spline vs Cartesia
- Spline vs Deepgram
- Spline vs Helicone
- Spline vs Ideogram
- Spline vs Jasper
- Spline vs PromptLayer
- Spline vs Resemble AI
- Spline vs Together AI
- Spline vs AI21 Labs
- Spline vs Copy.ai
- Spline vs HeyGen
- Spline vs Adobe Illustrator
- Spline vs Affinity Designer
- Spline vs Gravit Designer
- Spline vs Linearity Curve
- Spline vs ProtoPie
- Spline vs Playground AI
- Spline vs Corel Painter
- Spline vs Rive
- Spline vs Abstract
- Spline vs Balsamiq Wireframes
- Spline vs Krea
- Spline vs Magnific
- Spline vs Marvel
- Spline vs PaintTool SAI
- Spline vs Subframe
- Spline vs Vectr
- Spline vs Zeplin

