Category · 33 models

Long-Horizon Web Research Agents

Hand off a question; come back to a sourced briefing.

What it is

Agents that plan a research task, browse the live web, read, take notes, cross-check sources and produce a structured deliverable — competitive scans, deal memos, vendor shortlists.

Real-world examples

  • ·Produce a 5-page competitive teardown of a market
  • ·Build a sourced shortlist of 30 vendors
  • ·Diligence a startup using only public information

What to look for

  • ·Citations to primary sources
  • ·Stop-conditions to avoid runaway browsing
  • ·Output formats your team can edit (Docs, Notion)

33 models in this category

GPT-5

OpenAI

AIDB92

OpenAI's flagship multimodal reasoning model with long-context tool use.

Text GenerationReasoningMultimodal
Text + Image + AudioProprietary

Claude Sonnet 4.5

Anthropic

AIDB94

Anthropic's best coding and agentic model, strong at long autonomous tasks.

CodeReasoningAgents
Text + ImageProprietary

Grok 4

xAI

AIDB90

xAI's flagship reasoning model with real-time X knowledge and tool use.

ReasoningText GenerationAgents
Text + ImageProprietary

Grok 4 Heavy

xAI

AIDB90

Multi-agent variant of Grok 4 for the hardest problems.

ReasoningAgents
Text + ImageProprietary

GLM-4.5

Zhipu AI

AIDB87

Open agentic foundation model from Zhipu's GLM family.

ReasoningAgents
TextOpen Weights

Kimi K2

Moonshot AI

AIDB88

Trillion-parameter open MoE model with strong agentic skills.

ReasoningAgentsCode
TextOpen Weights

Dell AI Factory (with NVIDIA)

Dell Technologies

AIDB95

End-to-end AI infrastructure stack combining PowerEdge servers, storage, networking and NVIDIA AI Enterprise.

AgentsReasoning
InfrastructureProprietary

HPE Private Cloud AI

Hewlett Packard Enterprise

AIDB86

Turnkey on-prem AI cloud built with NVIDIA, co-engineered for enterprises.

AgentsReasoning
InfrastructureProprietary

SambaNova Suite

SambaNova Systems

AIDB87

Full-stack AI platform with Reconfigurable Dataflow Units (RDUs).

ReasoningAgents
PlatformProprietary

Palantir AIP for Gov

Palantir

AIDB90

AI Platform deploying LLMs against classified and government datasets with audit and policy controls.

AgentsReasoning
PlatformProprietary

Scale Donovan

Scale AI

AIDB90

LLM-powered decision-making platform for defense and intelligence analysts.

AgentsReasoning
PlatformProprietary

Vannevar Labs

Vannevar Labs

AIDB87

AI for open-source intelligence and non-traditional collection.

ReasoningAgents
SaaSProprietary

Tableau Pulse / Einstein

Salesforce / Tableau

AIDB94

Generative analytics and natural-language insights inside Tableau.

AgentsReasoning
SaaSProprietary

Databricks Genie

Databricks

AIDB91

Conversational analytics over governed lakehouse data.

ReasoningAgents
SaaSProprietary

Qlik Answers

Qlik

AIDB88

Generative analytics service delivering trusted answers from unstructured data.

ReasoningAgents
SaaSProprietary

SAS Viya with GenAI

SAS

AIDB85

Analytics and AI platform with embedded LLM orchestration and copilots.

AgentsReasoning
PlatformProprietary

Claude Opus 4.5

Anthropic

AIDB91

Anthropic's most intelligent model — state-of-the-art on coding, agents and computer use.

ReasoningCodeAgents
Text + ImageProprietary

GPT-5.1-Codex-Max

OpenAI

AIDB94

Frontier agentic coding model for long-horizon software engineering inside Codex.

CodeAgentsReasoning
TextProprietary

Grok 4.1

xAI

AIDB94

Refresh of Grok 4 with stronger reasoning, lower hallucination and faster tool use.

ReasoningAgentsText Generation
Text + ImageProprietary

Kimi K2

Moonshot AI

AIDB88

Long-context open agentic model from Moonshot, strong on tool use and coding.

AgentsReasoningCode
TextOpen Weights

VISTA-R1

Eigen AI

AIDB87

Agentic RL vision-language model for tool-integrated visual reasoning.

ReasoningImage UnderstandingAgents
Text + ImageOpen

Robinhood Cortex

Robinhood

AIDB87

AI investing companion delivering market insights to Robinhood Gold customers.

ReasoningAgents
SaaSProprietary

Synopsys.ai

Synopsys

AIDB88

AI suite (DSO.ai, VSO.ai, TSO.ai) optimizing chip design across the EDA flow.

AgentsReasoning
PlatformProprietary

Cadence Cerebrus / JedAI

Cadence

AIDB85

Generative AI for digital chip implementation and verification across the Cadence flow.

AgentsReasoning
PlatformProprietary

Claude Sonnet 4

Anthropic

AIDB89

Claude Sonnet 4 can understand nuanced instructions and context, recognize and correct its own mistakes, and create sophisticated analysis and insights from complex data.

AgentsCodeImage Generation
ImageProprietary

Claude Opus 4.1

Anthropic

AIDB92

Today we're releasing Claude Opus 4.1, an upgrade to Claude Opus 4 on agentic tasks, real-world coding, and reasoning.

AgentsCodeImage Generation
ImageProprietary

AgentFounder-30B

Alibaba

AIDB88

Large language models (LLMs) have evolved into agentic systems capable of autonomous tool use and multi-step reasoning for complex problem-solving.

AgentsCodeReasoning
TextOpen Weights

Tongyi DeepResearch

Alibaba

AIDB89

We present Tongyi DeepResearch, an agentic large language model, which is specifically designed for long-horizon, deep information-seeking research tasks.

AgentsReasoningText Generation
TextOpen Weights

Sonar Large

Perplexity

AIDB83

Perplexity's in-house search-grounded LLM powering the Perplexity answer engine.

Text GenerationReasoningAgents
TextProprietary

Imbue 70B

Imbue

AIDB84

Imbue's research model trained from scratch for robust agentic reasoning and code.

ReasoningCodeAgents
TextProprietary

Qwen 3.7 Max

Alibaba

AIDB90

Alibaba Cloud's closed-source trillion-parameter flagship LLM for coding, reasoning, and enterprise agentic workflows.

ReasoningCodeAgents
Text + ImageProprietary

Command A+ W4A4

Cohere

AIDB91

Cohere's open-source W4A4-quantized vision-language reasoning model for agentic, multilingual, tool-use enterprise tasks.

ReasoningMultimodalAgents
Text + ImageOpen Weights

Gemini 3.5 Flash

Google DeepMind

AIDB91

Google DeepMind's closed-source natively multimodal reasoning model for fast, high-capability agentic and coding tasks.

ReasoningMultimodalCode
Text + Image + AudioProprietary

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