Comparison
FullStackBench vs eval-view
Verdict
Pick FullStackBench if fullStackBench is a benchmark tool to evaluate large language models in full-stack coding across 16 languages, using 3K test samples; 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 and.
Markdown twin · FullStackBench alternatives · eval-view alternatives
GraphCanon updated Oct 7, 2026
5views this month
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Trust & integrity
| Signal | FullStackBench | eval-view |
|---|---|---|
| Maintenance | Dormant (517d since push) As of Oct 7, 2026 · github_public_v1 | Active (13d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Oct 7, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of Jul 11, 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
- FullStackBench
- Multilingual benchmark for evaluating LLMs in full-stack coding
- eval-view
- Regression testing for AI agents, snapshots behavior, diffs tool calls, catches regressions in CI
Stars
- FullStackBench
- 122
- eval-view
- 134
Forks
- FullStackBench
- 10
- eval-view
- 24
Open issues
- FullStackBench
- 1
- eval-view
- 2
Language
- FullStackBench
- Python
- eval-view
- Python
Adopt for
- FullStackBench
- FullStackBench is a benchmark tool to evaluate large language models in full-stack coding across 16 languages, using 3K test samples.
- 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
- FullStackBench
- -
- eval-view
- -
Runtime
- FullStackBench
- -
- eval-view
- -
License
- FullStackBench
- Apache-2.0
- eval-view
- Apache-2.0
Last pushed
- FullStackBench
- May 7, 2025
- eval-view
- Sep 5, 2026
Categories
- FullStackBench
- Evaluation & Observability
- eval-view
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- FullStackBench
- Dormant (18%)
- eval-view
- Active (82%)
Days since push
- FullStackBench
- 517d
- eval-view
- 13d
Open issues (now)
- FullStackBench
- 1
- eval-view
- 2
Stars delta
- FullStackBench
- +1 (30d)
- eval-view
- +8 (30d)
Open issues delta
- FullStackBench
- 0 (30d)
- eval-view
- -1 (30d)
Owner type
- FullStackBench
- Organization
- eval-view
- User
OSV dependency advisories
- FullStackBench
- No published findings from this source as of 2026-07-11
- eval-view
- No lockfile (source not queried)
Full report
- FullStackBench
- Trust report
- eval-view
- Trust report
Shared compatibility
- Python · FullStackBench: Python runtime · eval-view: Python runtime
Choose FullStackBench if…
- Tags unique to FullStackBench: benchmarks, full stack coding, llm-evaluation.
- When you need to assess LLM performance in full-stack programming tasks covering multiple domains and languages
- Leaner open-issue backlog (1).
When NOT to use FullStackBench
- Avoid if testing scope is limited to a single or few programming languages as FullStackBench covers a wide range of languages
- Not suitable if your focus is solely on theoretical coding challenges instead of practical, full-stack tasks
Choose eval-view if…
- Tags unique to eval-view: agent-benchmark, agent-evaluation, agentic-ai, ai-agents.
- 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 (bytedance/FullStackBench) · observed Oct 7, 2026
- GitHub forks (bytedance/FullStackBench) · observed Oct 7, 2026
- Last push (bytedance/FullStackBench) · observed May 7, 2025
- License file (Apache-2.0) · observed Oct 7, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 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: FullStackBench 122 · eval-view 134 (synced Oct 7, 2026).
Common questions
- What is the difference between FullStackBench and eval-view?
- FullStackBench: Multilingual benchmark for evaluating LLMs in full-stack coding. 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 FullStackBench over eval-view?
- Choose FullStackBench over eval-view when Tags unique to FullStackBench: benchmarks, full stack coding, llm-evaluation; When you need to assess LLM performance in full-stack programming tasks covering multiple domains and languages; Leaner open-issue backlog (1).
- When should I choose eval-view over FullStackBench?
- Choose eval-view over FullStackBench when Tags unique to eval-view: agent-benchmark, agent-evaluation, agentic-ai, ai-agents; 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 FullStackBench?
- Avoid if testing scope is limited to a single or few programming languages as FullStackBench covers a wide range of languages Not suitable if your focus is solely on theoretical coding challenges instead of practical, full-stack tasks
- 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 FullStackBench or eval-view more popular on GitHub?
- eval-view has more GitHub stars (134 vs 122). Stars measure visibility, not whether either tool fits your constraints.
- Are FullStackBench and eval-view open source?
- Yes - both are open-source projects on GitHub (FullStackBench: Apache-2.0, eval-view: Apache-2.0).
- Where can I find alternatives to FullStackBench or eval-view?
- GraphCanon lists graph-backed alternatives at FullStackBench alternatives and eval-view alternatives (FullStackBench 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, FullStackBench or eval-view?
- FullStackBench: Dormant. 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 FullStackBench and eval-view?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: FullStackBench trust report; eval-view trust report.