AI Tools · head to head
Arize AI vs Talkwalker

Arize AI
AI Tools
AI engineering platform for observability and evaluation of agents and LLM apps
- From
- Free
- Rated
- -

Talkwalker
Social Media & Content
Consumer intelligence to accelerate your brand
- From
- On request
- Rated
- -
The short version
- Only Arize AI has a free tier, so it costs nothing to try first.
- Each has a real cost: Arize AI the free plan caps trace spans at 25,000 per month with only 15 days of retention.; Talkwalker now rebranded Lumen by Talkwalker; pricing page names three tiers, Core, Analyze and Business, differentiated by non-sampled results volume (2x and 6x) and topic/filter/channel counts, but publishes no figures and directs buyers to request a custom quote
- They diverge on capability: Arize AI covers End-to-end tracing, Talkwalker covers Social listening.
Where they differ
Only the attributes on which Arize AI and Talkwalker actually diverge.
| Attribute | Arize AI | Talkwalker |
|---|---|---|
| Starting price | Free | On request |
| Pricing model | freemium | subscription |
| Free tier | Yes | No |
| Platforms | web, api | Web |
| Category | AI Tools | Social Media & Content |
| Founded | Unknown | 2009 |
Identical on both: 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 Talkwalker
- Social listening
- Image recognition
- Sentiment analysis
- Influencer identification
- Crisis detection
- Hootsuite
- Salesforce
- Tableau
What people use each for
The jobs each tool is most often brought in to do.
Arize AI
- Tracing and debugging production AI agentsnot Talkwalker
- Running large-scale evaluations across traces and sessionsnot Talkwalker
- Improving prompts before production rolloutnot Talkwalker
- Storing and querying GenAI traces alongside a data warehousenot Talkwalker
Talkwalker
- Brand monitoringnot Arize AI
- Competitive intelligencenot Arize AI
- Crisis managementnot Arize AI
- Campaign measurementnot Arize AI
- Market researchnot 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.
Talkwalker
- Now rebranded Lumen by Talkwalker; pricing page names three tiers, Core, Analyze and Business, differentiated by non-sampled results volume (2x and 6x) and topic/filter/channel counts, but publishes no figures and directs buyers to request a custom quote
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
Talkwalker
On request- ListenFree
- Social listening
- Sentiment analysis
- Alerts
- AnalyzeFree
- Advanced analytics
- AI insights
- Benchmarking
- EnterpriseFree
- Full platform
- API access
- Custom integrations
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.
Questions people ask
- Is Arize AI or Talkwalker better?
- Neither clearly leads. Arize AI starts at Free and Talkwalker at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Arize AI or Talkwalker?
- Arize AI has a free tier; the other does not. Paid plans start at Free for Arize AI and On request for Talkwalker.
- Does Arize AI or Talkwalker run on more platforms?
- Arize AI runs on web, api. Talkwalker runs on Web.
- Can I use Arize AI for free?
- Yes. Arize AI has a free tier, so you can try it without paying. Talkwalker starts at On request.
- 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 Talkwalker is typically brought in for.
- What can Arize AI do that Talkwalker cannot?
- Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Talkwalker covers Social listening, Image recognition, Sentiment analysis, Influencer identification.
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.
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.
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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