Agents

AgentBench

Open-source benchmark for evaluating LLM agents

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★4.4ratingPricing · FreeHot
The FalcoScan Intel PanelAgentBench · Agents
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
of 5 · FalcoScan rating

Agents AI has a narrow moat on average, from the moat scores of its rated products. What protects Agents AI tools, and the widest moats

The Brief

What AgentBench does

AgentBench is an open-source benchmark for evaluating large language models as agents, licensed under Apache-2.0. It includes eight environments: operating system, database, knowledge graph, digital card game, lateral thinking puzzles, house-holding (ALFWorld), web shopping (WebShop), and web browsing (Mind2Web). The repository also describes AgentBench FC, a function-calling version integrated with AgentRL that supports containerized deployment via Docker Compose for five tasks. Setup requires Docker, and the WebShop environment needs about 16GB of RAM. The page names no target audience beyond its setup instructions and states no pricing.

How AgentBench compares with its closest alternatives

All 5 closest alternatives have a free plan, as AgentBench does. 3 of the 5 offer an API; FalcoScan's records show none for AgentBench. AgentBench offers a desktop app. Of the alternatives, 3 offer a desktop app. AgentBench was founded in 2023; the alternatives were founded between 2022 and 2024, 1 of them earlier. AgentBench has no single headquarters on record; its alternatives with a known headquarters are in the United States.

Market position · Agents

How AgentBench compares in Agents

AgentBench has high opportunity and sits in the top third of 423 live Agents tools on FalcoScan. Across Agents, the average opportunity score is 72.6 and the average saturation score 31.5. FalcoScan rates AgentBench's own market position as open. 179 of the 423 operating Agents tools have hot momentum, and FalcoScan has recorded 15 shutdowns in the category.

AgentBench compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
AgentBenchFounded 2023 · Remote-firstHighOpenFree—YesNoDesktopHot
SWE-agentFounded 2024 · Princeton, United StatesHighOpenFree—YesNoDesktopHot
CrewAIFounded 2024 · San Francisco, United StatesHighContestedFreemium—YesYesWebHot
DSPy StanfordFounded 2023 · Stanford, United StatesHighOpenFree—YesNoDesktopHot
PromptLayerFounded 2022 · New York, United StatesHighOpenFreemium—YesYesWebHot
Open InterpreterFounded 2023 · San Francisco, United StatesHighContestedFree—YesYesDesktop, CLIRising

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Agents.

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What it ships with

Capabilities & who uses it

The capabilities AgentBench exposes to builders and the verticals it currently serves.

AI Capabilities
EvaluationTesting
Industry Verticals
Research
Tagged

AgentBench shows up when builders search for these

benchmarkevaluationopen-sourcestandardizedmetrics
Similar tools · Agents

Alternatives to AgentBench

Products still running that do the same job, from the agents market and related ones, closest match first.

See the Agents market
Agents
SWE-agent

Open-source AI software engineering agent from Princeton

★ 4.4Opportunity High
Free
Agents
CrewAI

Framework for orchestrating role-based multi-agent AI systems

★ 4.7Opportunity High
Freemium
Agents
DSPy Stanford

Self-optimizing LLM pipelines from Stanford AI

★ 4.6Opportunity High
Free
Agents
PromptLayer

Prompt management and observability for AI teams

★ 4.5Opportunity High
Freemium
Agents
Open Interpreter

ChatGPT Code Interpreter running locally

★ 4.4Opportunity High
Free
Agents
Nous Hermes

Fine-tuned open-source agent model

★ 4.2Opportunity Moderate
Free
Featured in
Questions

AgentBench: common questions

Is AgentBench free?

Yes. FalcoScan lists AgentBench as free to use.

What are the best alternatives to AgentBench?

The closest alternatives to AgentBench that are still running, matched on the AI capabilities, uses and audience they share, are SWE-agent, CrewAI, DSPy Stanford, PromptLayer, and Open Interpreter.

Is AgentBench still running?

Yes. As of 2 November 2026, FalcoScan lists AgentBench as operating at github.com.

Where is AgentBench based?

AgentBench has no single headquarters: FalcoScan's records list it as a distributed, remote-first company.

Does AgentBench have an API?

FalcoScan's records show no public API for AgentBench.

Who is AgentBench for?

AgentBench is built for researchers and ML engineers.

How do I sign in to AgentBench?

Sign in on AgentBench's own website, github.com. FalcoScan reviews AgentBench but does not run its accounts, so logins, passwords and billing are handled by AgentBench directly.

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