LLMxRay alternatives

8 other AI Chat & Assistants tools we have sourced reviews for, all in the same niche as LLMxRay (Chatbots). Within that, they're ordered by aitrove popularity, not by a quality score: we haven't tested them hands-on, so we don't rank them as "best".

LLMxRay in one minute

Best for: Developers running local models in Ollama who want to see why responses are slow or bad.

Biggest catch: Built for Ollama only: you need it running locally with a model pulled.

Skip it if: You use hosted APIs (OpenAI, Anthropic) rather than local models; a cloud LLM observability tool fits better.

Price: Free, open source (Apache-2.0). (checked Oct 14, 2026)

At a glance

ToolBest forBiggest catchStarting price
ClaudeLong-form writing, careful analysis, and coding if you'll pay for headroom.Usage limits are the #1 complaint. Users report weekly caps draining in days, especially with Claude CodeFree tier: yes. Pro $17/mo billed annually or $20/mo monthly. Max from $100/mo. (checked Oct 10, 2026)
ChatGPTPeople who want one assistant for writing, research, images and light coding.Free and Go may show ads. Plus ($20/mo) is the cheapest ad-free planFree tier: yes. Go $8/mo (US, may include ads), Plus $20/mo, Pro from $100/mo. (checked Oct 10, 2026)
Google GeminiPeople who live in Google Workspace.Usage limits are compute-based and opaque, refreshing every 5 hours with a weekly capFree tier: yes. AI Plus $4.99/mo, AI Pro $19.99/mo, Ultra from $99.99/mo. (checked Oct 10, 2026)
Microsoft CopilotMicrosoft 365 households and businesses.The free version lacks deep Office-app AI and agentsFree tier: yes. Microsoft 365 Premium $19.99/mo. Microsoft 365 Copilot Business $18/user/mo paid yearly (discounted from $21), $25.20 on monthly billing. (checked Oct 10, 2026)
DeepSeekCheap reasoning and coding help on non-sensitive work, or local use.Its privacy policy says data is processed and stored in ChinaFree tier: yes (app). API pay-per-token; see official pricing table. (checked Oct 10, 2026)
GrokHeavy X users who want real-time context.No published usage numbers on the pricing page. Limits are described, not countedFree tier: yes. SuperGrok $30/mo, SuperGrok Plus $100/mo. (checked Oct 10, 2026)
Morus AIMortgage brokers and real-estate agents who want after-hours lead capture on their site.Priced for Canadian brokers (CAD + tax); visitor caps (1,500/mo individual, 5,000/mo team) can force upgradesIndividual AI Assistant $99 CAD/mo or $89 CAD/mo annual; Website+AI $129/$116 CAD/mo annual; Team $297/$267 CAD/mo annual; Enterprise custom. (checked Oct 15, 2026)
DobroDeskSMBs automating support.Monthly minimumFrom €19/month minimum; extra conversations billed (checked Oct 14, 2026)

1. Claude

AI Chat & Q&A · Chatbots

Best for: Long-form writing, careful analysis, and coding if you'll pay for headroom.

Pros

  • Has a free plan, so you can judge the writing quality before paying
  • Pro is $17/mo on annual billing ($20 monthly), and Claude Code comes included
  • Max tiers ($100 and $200/mo) include monthly API credits for building on the Claude Platform

Biggest catch

Usage limits are the #1 complaint. Users report weekly caps draining in days, especially with Claude Code

Skip it if: You need all-day heavy usage on a $20 budget.

Starting price: Free tier: yes. Pro $17/mo billed annually or $20/mo monthly. Max from $100/mo. (checked Oct 10, 2026)

Sources for Claude

2. ChatGPT

AI Chat & Q&A · Chatbots

Best for: People who want one assistant for writing, research, images and light coding.

Pros

  • The free tier is real: unlimited everyday text chats, with uploads, images, voice and deep research included in limited amounts
  • Go at $8/mo gets you more messages, uploads and memory for well under half the price of Plus
  • Plus bundles reasoning models, projects, scheduled tasks, custom GPTs and Codex in one subscription

Biggest catch

Free and Go may show ads. Plus ($20/mo) is the cheapest ad-free plan

Skip it if: You need predictable, published usage caps, or ads are a dealbreaker on a budget.

Starting price: Free tier: yes. Go $8/mo (US, may include ads), Plus $20/mo, Pro from $100/mo. (checked Oct 10, 2026)

Sources for ChatGPT

3. Google Gemini

AI Chat & Q&A · Chatbots

Best for: People who live in Google Workspace.

Pros

  • Deep integration with Gmail, Docs, Drive and Chrome
  • A cheap Plus tier at $4.99/mo, and Pro bundles big storage (reviews cite 5TB) plus Flow video credits
  • Long context for large documents

Biggest catch

Usage limits are compute-based and opaque, refreshing every 5 hours with a weekly cap

Skip it if: You're not a Google user, or you need published usage numbers.

Starting price: Free tier: yes. AI Plus $4.99/mo, AI Pro $19.99/mo, Ultra from $99.99/mo. (checked Oct 10, 2026)

Sources for Google Gemini

4. Microsoft Copilot

AI Chat & Q&A · Chatbots

Best for: Microsoft 365 households and businesses.

Pros

  • Free Copilot chat on the web and in the app is genuinely usable
  • Microsoft 365 Premium bundles Office apps, storage and expanded Copilot
  • Works across Word, Excel and Outlook on paid plans

Biggest catch

The free version lacks deep Office-app AI and agents

Skip it if: You mainly need free chat. You don't have to pay.

Starting price: Free tier: yes. Microsoft 365 Premium $19.99/mo. Microsoft 365 Copilot Business $18/user/mo paid yearly (discounted from $21), $25.20 on monthly billing. (checked Oct 10, 2026)

Sources for Microsoft Copilot

5. DeepSeek

AI Chatbots · General Chatbots

Best for: Cheap reasoning and coding help on non-sensitive work, or local use.

Pros

  • The hosted chat app is free
  • The API is very low-cost per token
  • Open-weight models you can run locally

Biggest catch

Its privacy policy says data is processed and stored in China

Skip it if: You handle client, medical, legal or financial data.

Starting price: Free tier: yes (app). API pay-per-token; see official pricing table. (checked Oct 10, 2026)

Sources for DeepSeek

6. Grok

AI Chatbots · Conversational AI

Best for: Heavy X users who want real-time context.

Pros

  • Free tier includes chat, voice and real-time web and X search
  • SuperGrok adds higher limits, frontier models, and image and video generation
  • SuperGrok Plus ($100/mo) adds much higher usage and 1080p video

Biggest catch

No published usage numbers on the pricing page. Limits are described, not counted

Skip it if: You need published caps, or the cheapest $20 tier.

Starting price: Free tier: yes. SuperGrok $30/mo, SuperGrok Plus $100/mo. (checked Oct 10, 2026)

Sources for Grok

7. Morus AI

AI Chatbots · Conversational AI

Best for: Mortgage brokers and real-estate agents who want after-hours lead capture on their site.

Pros

  • 24/7 website chatbot that screens mortgage/real-estate visitors and can book meetings or showings
  • Multilingual chats and CRM hooks (BluMortgage, Velocity, Follow Up Boss, BoldTrail and more on team plans)
  • Published CAD pricing with annual discount; self-serve signup at app.morusai.com

Biggest catch

Priced for Canadian brokers (CAD + tax); visitor caps (1,500/mo individual, 5,000/mo team) can force upgrades

Skip it if: You need a generic industry chatbot, or you are outside the CAD pricing/market focus.

Starting price: Individual AI Assistant $99 CAD/mo or $89 CAD/mo annual; Website+AI $129/$116 CAD/mo annual; Team $297/$267 CAD/mo annual; Enterprise custom. (checked Oct 15, 2026)

Sources for Morus AI

8. DobroDesk

AI Chatbots · Conversational AI

Best for: SMBs automating support.

Pros

  • AI support for web chat and email with voice and guided bookings
  • Shared inbox with clear human handoff
  • Automations

Biggest catch

Monthly minimum

Skip it if: You need enterprise CX.

Starting price: From €19/month minimum; extra conversations billed (checked Oct 14, 2026)

Sources for DobroDesk

Head-to-head comparisons

Pros, catches and prices are compiled from public sources (official pricing and docs pages, published reviews, user reports), not hands-on testing. Prices change often, so check the vendor page before you buy.