Comparison
futureagi-sdk vs eval-view
Verdict
Pick futureagi-sdk if futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript; pick eval-view if eval-view is a Python-based tool for regression testing of AI agents, supporting multiple platforms like LangGraph, CrewAI, OpenAI, and Anthropic. It snapshots AI behavior and detects regressions through diffing tool.
Markdown twin · futureagi-sdk alternatives · eval-view alternatives
GraphCanon updated Sep 20, 2026
7views this month
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Trust & integrity
| Signal | futureagi-sdk | eval-view |
|---|---|---|
| Maintenance | Steady (71d since push) As of Sep 18, 2026 · github_public_v1 | Active (13d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · 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
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
- eval-view
- Regression testing for AI agents, snapshots behavior, diffs tool calls, catches regressions in CI
Stars
- futureagi-sdk
- 51
- eval-view
- 134
Forks
- futureagi-sdk
- 8
- eval-view
- 24
Open issues
- futureagi-sdk
- 4
- eval-view
- 2
Language
- futureagi-sdk
- Python
- eval-view
- Python
Adopt for
- futureagi-sdk
- futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript.
- eval-view
- Eval-view is a Python-based tool for regression testing of AI agents, supporting multiple platforms like LangGraph, CrewAI, OpenAI, and Anthropic. It snapshots AI behavior and detects regressions through diffing tool and
Persona
- futureagi-sdk
- -
- eval-view
- -
Runtime
- futureagi-sdk
- -
- eval-view
- -
License
- futureagi-sdk
- Apache-2.0
- eval-view
- Apache-2.0
Last pushed
- futureagi-sdk
- Jul 8, 2026
- eval-view
- Sep 5, 2026
Categories
- futureagi-sdk
- Evaluation & Observability
- eval-view
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- futureagi-sdk
- Steady (60%)
- eval-view
- Active (82%)
Days since push
- futureagi-sdk
- 71d
- eval-view
- 13d
Open issues (now)
- futureagi-sdk
- 4
- eval-view
- 2
Stars delta
- futureagi-sdk
- +3 (30d)
- eval-view
- +8 (30d)
Open issues delta
- futureagi-sdk
- +1 (30d)
- eval-view
- -1 (30d)
Owner type
- futureagi-sdk
- Organization
- eval-view
- User
Full report
- futureagi-sdk
- Trust report
- eval-view
- Trust report
Choose futureagi-sdk if…
- Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis..
- Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration..
- Tags unique to futureagi-sdk: ai, annotations, dataset, development.
- When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention.
When NOT to use futureagi-sdk
- If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript.
- When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop.
Choose eval-view if…
- Tags unique to eval-view: agent-benchmark, agent-evaluation, agentic-ai, anthropic.
- Also covers AI Agents.
- eval-view ships Docker support for self-hosted deployment.
- When you need to snapshot and diff the behavior of AI agents across multiple platforms, including LangGraph, CrewAI, OpenAI, and Anthropic.
When NOT to use eval-view
- If you are working exclusively with AI platforms not supported by eval-view, such as those not listed among LangGraph, CrewAI, OpenAI, and Anthropic.
- When you do not require regression testing or behavior snapshotting for your AI agents, as eval-view is specifically designed for these purposes.
- If you are looking for a tool that does not involve backend API charges for executing your agent, as eval-view does not skip these charges even with the --no-judge flag.
- If you need a tool that automatically handles the migration from the OpenAI Assistants API to the Responses API without manual intervention, as eval-view requires following a migration guide for this.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/futureagi-sdk) · observed Sep 20, 2026
- GitHub forks (future-agi/futureagi-sdk) · observed Sep 20, 2026
- Last push (future-agi/futureagi-sdk) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (hidai25/eval-view) · observed Sep 20, 2026
- GitHub forks (hidai25/eval-view) · observed Sep 20, 2026
- Last push (hidai25/eval-view) · observed Sep 5, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: futureagi-sdk 51 · eval-view 134 (synced Sep 20, 2026).
Common questions
- What is the difference between futureagi-sdk and eval-view?
- futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. eval-view: Regression testing for AI agents, snapshots behavior, diffs tool calls, catches regressions in CI. See the comparison table for live GitHub stats and shared categories.
- When should I choose futureagi-sdk over eval-view?
- Choose futureagi-sdk over eval-view when Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis.; Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration.; Tags unique to futureagi-sdk: ai, annotations, dataset, development; When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention.
- When should I choose eval-view over futureagi-sdk?
- Choose eval-view over futureagi-sdk when Tags unique to eval-view: agent-benchmark, agent-evaluation, agentic-ai, anthropic; Also covers AI Agents; eval-view ships Docker support for self-hosted deployment; When you need to snapshot and diff the behavior of AI agents across multiple platforms, including LangGraph, CrewAI, OpenAI, and Anthropic.
- When should I avoid futureagi-sdk?
- If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript. When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop.
- When should I avoid eval-view?
- If you are working exclusively with AI platforms not supported by eval-view, such as those not listed among LangGraph, CrewAI, OpenAI, and Anthropic. When you do not require regression testing or behavior snapshotting for your AI agents, as eval-view is specifically designed for these purposes. If you are looking for a tool that does not involve backend API charges for executing your agent, as eval-view does not skip these charges even with the --no-judge flag. If you need a tool that automatically handles the migration from the OpenAI Assistants API to the Responses API without manual intervention, as eval-view requires following a migration guide for this.
- Is futureagi-sdk or eval-view more popular on GitHub?
- eval-view has more GitHub stars (134 vs 51). Stars measure visibility, not whether either tool fits your constraints.
- Are futureagi-sdk and eval-view open source?
- Yes - both are open-source projects on GitHub (futureagi-sdk: Apache-2.0, eval-view: Apache-2.0).
- Where can I find alternatives to futureagi-sdk or eval-view?
- GraphCanon lists graph-backed alternatives at futureagi-sdk alternatives and eval-view alternatives (futureagi-sdk markdown twin, eval-view 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, futureagi-sdk or eval-view?
- futureagi-sdk: Steady. eval-view: 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 futureagi-sdk and eval-view?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: futureagi-sdk trust report; eval-view trust report.