Comparison
future-agi vs langwatch
Verdict
Pick future-agi if future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails; pick langwatch if langWatch is a comprehensive tool for evaluating large language models (LLM) and testing AI agents. It supports self-hosting with flexible deployment options including Docker, Kubernetes, and cloud-specific setups.
Markdown twin · future-agi alternatives · langwatch alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | future-agi | langwatch |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- future-agi
- End-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- langwatch
- The platform for LLM evaluations and AI agent testing
Stars
- future-agi
- 1.6k
- langwatch
- 3.5k
Forks
- future-agi
- 449
- langwatch
- 340
Open issues
- future-agi
- 596
- langwatch
- 777
Language
- future-agi
- Python
- langwatch
- TypeScript
Adopt for
- future-agi
- Future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails.
- langwatch
- LangWatch is a comprehensive tool for evaluating large language models (LLM) and testing AI agents. It supports self-hosting with flexible deployment options including Docker, Kubernetes, and cloud-specific setups.
Persona
- future-agi
- -
- langwatch
- -
Runtime
- future-agi
- -
- langwatch
- -
License
- future-agi
- Apache-2.0
- langwatch
- LangWatch is licensed under Apache-2.0 for its core functionalities, but enterprise modules such as SCIM and audit logging require a commercial license.
Last pushed
- future-agi
- Aug 1, 2026
- langwatch
- Aug 7, 2026
Categories
- future-agi
- AI Agents, Evaluation & Observability
- langwatch
- AI Agents, Evaluation & Observability
Trust and health
Days since push
- future-agi
- 1d
- langwatch
- 0d
Open issues (now)
- future-agi
- 596
- langwatch
- 777
Stars delta
- future-agi
- Unknown
- langwatch
- +152 (30d)
Open issues delta
- future-agi
- Unknown
- langwatch
- +103 (30d)
OSV dependency advisories
- future-agi
- No lockfile (source not queried)
- langwatch
- No published findings from this source as of 2026-07-11
Full report
- future-agi
- Trust report
- langwatch
- Trust report
Choose future-agi if…
- future-agi is primarily Python; langwatch is TypeScript.
- Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels..
- Requirements: Min 4 GB RAM; Requires Docker.
- Tags unique to future-agi: ai-gateway, docker-compose, evals, simulation.
- future-agi ships Docker support for self-hosted deployment.
- - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
When NOT to use future-agi
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available.
- - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
Choose langwatch if…
- langwatch is primarily TypeScript; future-agi is Python.
- Pricing: Open-source editions are free with restrictions on certain advanced features that require a commercial license..
- Tags unique to langwatch: ai, analytics, datasets, evaluation.
- You need to evaluate LLMs and test AI agents in a controlled environment.
When NOT to use langwatch
- If you are looking for an out-of-the-box service without the complexity of setting up your own infrastructure, since LangWatch heavily leans towards self-hosting.
- You do not require advanced enterprise features like SCIM, audit logs, license management, as these features require a commercial license.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/future-agi) · observed Aug 2, 2026
- GitHub forks (future-agi/future-agi) · observed Aug 2, 2026
- Last push (future-agi/future-agi) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langwatch/langwatch) · observed Aug 8, 2026
- GitHub forks (langwatch/langwatch) · observed Aug 8, 2026
- Last push (langwatch/langwatch) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: future-agi 1.6k · langwatch 3.5k (synced Aug 2, 2026).
Common questions
- What is the difference between future-agi and langwatch?
- future-agi: End-to-end platform for evaluating, observing, and improving LLM and AI agent applications. langwatch: The platform for LLM evaluations and AI agent testing. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over langwatch?
- Choose future-agi over langwatch when future-agi is primarily Python; langwatch is TypeScript; Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels.; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to future-agi: ai-gateway, docker-compose, evals, simulation; future-agi ships Docker support for self-hosted deployment; - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
- When should I choose langwatch over future-agi?
- Choose langwatch over future-agi when langwatch is primarily TypeScript; future-agi is Python; Pricing: Open-source editions are free with restrictions on certain advanced features that require a commercial license.; Tags unique to langwatch: ai, analytics, datasets, evaluation; You need to evaluate LLMs and test AI agents in a controlled environment.
- When should I avoid future-agi?
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available. - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
- When should I avoid langwatch?
- If you are looking for an out-of-the-box service without the complexity of setting up your own infrastructure, since LangWatch heavily leans towards self-hosting. You do not require advanced enterprise features like SCIM, audit logs, license management, as these features require a commercial license.
- Is future-agi or langwatch more popular on GitHub?
- langwatch has more GitHub stars (3,479 vs 1,559). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and langwatch open source?
- Yes - both are open-source projects on GitHub (future-agi: Apache-2.0, langwatch: Apache-2.0).
- Where can I find alternatives to future-agi or langwatch?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and langwatch alternatives (future-agi markdown twin, langwatch markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, future-agi or langwatch?
- future-agi: Very active. langwatch: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for future-agi and langwatch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; langwatch trust report.