
OpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
OpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
HotBot records 331,286 monthly visits with +30.3% month-over-month growth and Freemium pricing. Reflection 70B records 0 monthly visits with 0% growth and Freemium pricing.
Chat with a self-correcting Llama 3.1 70B model, right in your browser
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | hotbot.com | reflection70b.net |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 331.29K (331,286) | 0 (0) |
| MoM Traffic Delta | +77K (+30.3%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (45%) | 🌐 Global (—) |
| Direct Visits / mo | 113.76K | 0 |
| User Rating | 3.9 | 2.2 |
| Supported Platforms | Website | Website |

One chat window for multiple third-party AI models
A single chat window connected to multiple third-party AI models via their official APIs, so you can pick the engine that fits the task.
Attach documents or images and ask the assistant to read, summarise, extract or reason about what is inside them.
One-click starters such as write, create image, summarise text, analyse data, brainstorm, improve writing, translate and generate ideas.
Guides and reference pages on popular AI tools and topics, alongside the in-product chat, for people choosing the right approach.
Chat with a self-correcting Llama 3.1 70B model, right in your browser
Start typing prompts in a web chat box right away, with no account required for the free tier.
The page highlights Reflection-Tuning, where the model uses special tokens to spot and fix mistakes in its own reasoning as it generates text.
Reflection 70B is built on Meta's Llama 3.1 70B Instruct, so it fits into workflows already oriented around the Llama ecosystem.
The site positions the model as strong on benchmarks such as MMLU, HumanEval, MATH and GSM8K, with particular strength in coding and multi-step problems.

OpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
OpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.
Features Anthropic's superior analytical reasoning and coding artifacts, but is limited exclusively to Claude model families.
Features Anthropic's superior analytical reasoning and coding artifacts, but is limited exclusively to Claude model families.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
SpecialistFocuses specifically on real-time web search with inline citations, whereas HotBot is a general multi-model chat wrapper.
SpecialistFocuses specifically on real-time web search with inline citations, whereas HotBot is a general multi-model chat wrapper.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

One workspace for Claude, GPT, Gemini, Grok and more
One workspace for Claude, GPT, Gemini, Grok and more

Offers access to a massive catalog of diverse bots and frontier LLMs, but relies on a credit system.
Offers access to a massive catalog of diverse bots and frontier LLMs, but relies on a credit system.

SpecialistBundles multiple frontier models into a feature-rich browser extension with web search, but can feel cluttered.
SpecialistBundles multiple frontier models into a feature-rich browser extension with web search, but can feel cluttered.

Provides a clean multi-model desktop and web workspace, but requires bringing your own API keys for models.
Provides a clean multi-model desktop and web workspace, but requires bringing your own API keys for models.

Chat with 30+ leading AI models in one clean, fast workspace
Chat with 30+ leading AI models in one clean, fast workspace
SpecialistExcels at in-browser page summarization and writing assistance across multiple models, but operates mainly as an extension.
SpecialistExcels at in-browser page summarization and writing assistance across multiple models, but operates mainly as an extension.
All the top AI models behind one subscription
All the top AI models behind one subscription