Chatbase or Make — comparison 2026
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Chatbase VS Make

In short

  • Only Make offers free access.
Comparison Chatbase Make
Categories AI agents, Customer support Automation, AI agents

Pricing and payment

Pricing model Trial Trial
Starting price from $40/month Free
Free access Trial access Yes
Pricing plans
  • Free, Enterprise — Price not specified
  • Hobby — $40/month
  • Standard — $150/month
  • Pro — $500/month
  • Free — Free
  • Core (Pay annually, 10k credits/mo) — $10.59 / 10,000 credits
  • Pro (Pay annually, 10k credits/mo) — $18.82 / 10,000 credits
  • Teams (Pay annually, 10k credits/mo) — $34.12 / 10,000 credits
  • Enterprise — Contact for pricing
Regional payment options Pay directly on the website Pay directly on the website
Pricing last changed —

Ratings and reviews

Editorial assessment Good specialized service Strong technology platform
Functionality Good High
Price and value Average Good
Ease of use Good Average
Reliability and support Average Good
Innovation Good Good
User rating +2 +1
User reviews 6 —
Average review score 3.8 out of 5 · rated reviews: 6 —

Data freshness

Service status Online, checked Online, checked
Last full review of the listing
Checked

Values come from catalog data: collected pricing, editorial assessments, reviews and the verification history. How we assess tools

What they share and how they differ

Only Chatbase

Ticket resolutionCustomer supportAI agent developmentChatbot buildingKnowledge management

Only Make

Workflow automationService integrationNo-code automationAI agent orchestration
Chatbase Chatbase
Good specialized service +2

Pros

  • Flexible model selection with support for OpenAI, Anthropic Claude, Google Gemini, DeepSeek, and Grok
  • Procedural agent workflows that trigger external REST APIs, webhooks, and third-party actions
  • Omnichannel coverage spanning website embeds, email, Slack, WhatsApp Catalog, and SIP voice telephony
  • Developer-friendly tools including streaming REST APIs, command-line management, and mobile SDKs

Cons

  • Closed RAG pipeline without low-level control over chunk size, overlap, or custom embedding models
  • Exclusively cloud-hosted SaaS with no option for self-hosted or on-premise deployment
  • Steep pricing jumps between intermediate and advanced tiers for high-volume teams
  • Reports of sluggish support response times during complex configuration or billing inquiries
Make Make
Strong technology platform +1

Pros

  • Granular visual flow control with native iterators, aggregators, and parallel routers
  • Deep AI catalog with native modules for OpenAI, Anthropic Claude, Google Gemini, and custom REST endpoints
  • Sophisticated error directives including automatic retries via execution queues
  • Native autonomous agent framework supporting Model Context Protocol (MCP) and tool use

Cons

  • Steep learning curve requiring a clear grasp of JSON schemas, arrays, and API logic
  • Strict runtime constraints including a 40-second webhook response timeout and per-step payload limits
  • Complex, sprawling scenarios become difficult to inspect and maintain without strict documentation
Other comparisons: Chatbase vs OpenCodeChatbase vs MiniMaxChatbase vs Google AntigravityMake vs OpenCodeMake vs VseLLM
Semantica AI
Sponsor Good product
Semantica AI ▲ 3 ▼ 0

Traditional SEO is running into a wall: instead of clicking through ten blue links on Google, people are simply asking conversational bots what software to buy, which running shoes to choose, or where to get coffee.

AI marketing and SEO toolsData and analytics
Tokenly
Sponsor Good product
Tokenly ▲ 3 ▼ 0

Tokenly is a unified API proxy and gateway designed to slash token bills and eliminate the hassle of juggling multiple AI vendor accounts.

LLM aggregators and APIs
GPTunneL
Sponsor Good product
GPTunneL ▲ 3 ▼ 0

Juggling half a dozen separate AI subscriptions across different websites, hunting down foreign payment cards, and constantly toggling VPNs gets old fast.

All-in-one AI platforms
VseLLM
Sponsor Good product
VseLLM ▲ 3 ▼ 0

VseLLM is an infrastructure API gateway and aggregator that delivers unified access to major international AI models through an OpenAI-compatible endpoint.

AutomationLLM aggregators and APIs
SellerGPT
Sponsor Good product
SellerGPT ▲ 2 ▼ 0

SellerGPT is an end-to-end B2B platform designed to automate sales pipelines, customer service, and routine operational workflows.

Sales and CRM
MashaGPT
Sponsor Average
MashaGPT ▲ 4 ▼ 0

MashaGPT is an all-in-one generative aggregator built to bypass the endless headache of managing dozens of individual AI subscriptions, proxy tools, and overseas payment methods.

All-in-one AI platforms
FICHI.AI
Sponsor Good product
FICHI.AI ▲ 2 ▼ 0

Managing a dozen disparate AI subscriptions while wrangling unstable VPNs and foreign payment cards quickly becomes a chore.

All-in-one AI platforms
AITUNNEL
Sponsor Good product
AITUNNEL ▲ 4 ▼ 0

AITUNNEL is an infrastructure gateway that provides unified access to over two hundred AI models through a single API endpoint.

AI coding toolsLLM aggregators and APIs
GPT Portal
Sponsor Good product
GPT Portal ▲ 2 ▼ 0

GPT Portal operates as an all-in-one AI proxy hub designed to centralize global generative models into a single Russian-language web workspace.

All-in-one AI platforms
NeuroAPI
Sponsor Good product
NeuroAPI ▲ 3 ▼ 0

NeuroAPI is an infrastructure API gateway designed to give engineering teams and businesses unified access to leading artificial intelligence models under a single account and balance, with billing in rubles and no need for foreign payment methods or network proxies.

LLM aggregators and APIs
Lovix
Sponsor With reservations
Lovix ▲ 4 ▼ 0

Lovix is a web-based entertainment platform built specifically for uncensored adult communication and roleplay with virtual companions.

Personal AI and companionsAdult AI content generators (18+)
Polza.ai
Sponsor Good product
Polza.ai ▲ 5 ▼ 1

Connecting dozens of foreign AI platforms, juggling credit cards that get declined, and setting up proxy servers just to query an LLM is a massive waste of engineering time.

LLM aggregators and APIs