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Comparison

redis vs auto-evaluator

Verdict

Pick redis when redis is primarily C; auto-evaluator is Python; pick auto-evaluator when auto-evaluator is primarily Python; redis is C.

Markdown twin · redis alternatives · auto-evaluator alternatives

GraphCanon updated today

redis logo

redis

redis/redis

★ 75kpushed Jul 10, 2026
vs
auto-evaluator logo

auto-evaluator

rlancemartin/auto-evaluator

★ 1.1kpushed May 10, 2023

Trust & integrity

Signalredisauto-evaluator
Maintenance
Very active (0d since push)
As of today · github_public_v1
Dormant (1158d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
118 low (118 low)
As of today · osv@v1
redis trust reportauto-evaluator trust reportTrust methodology

Tagline

redis
Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.
auto-evaluator
Evaluation tool for LLM QA chains

Stars

redis
75k
auto-evaluator
1.1k

Forks

redis
25k
auto-evaluator
92

Open issues

redis
2.9k
auto-evaluator
3

Language

redis
C
auto-evaluator
Python

Adopt for

redis
Redis is an in-memory database designed as a versatile cache and data structure store with advanced features such as JSON operations and vector searches, making it suitable for real-time applications.
auto-evaluator
-

Persona

redis
-
auto-evaluator
-

Runtime

redis
-
auto-evaluator
-

License

redis
Other
auto-evaluator
-

Last pushed

redis
Jul 10, 2026
auto-evaluator
May 10, 2023

Categories

redis
Vector Databases, Data & Retrieval
auto-evaluator
LLM Frameworks, Vector Databases, Data & Retrieval

Trust and health

Maintenance

redis
Very active (96%)
auto-evaluator
Dormant (18%)

Days since push

redis
0d
auto-evaluator
1158d

Open issues (now)

redis
2.9k
auto-evaluator
3

Owner type

redis
Organization
auto-evaluator
User

Security scan

redis
No lockfile
auto-evaluator
118 low (118 low)

Full report

redis
Trust report
auto-evaluator
Trust report

Choose redis if…

  • redis is primarily C; auto-evaluator is Python.
  • Tags unique to redis: cache, json, nosql, in-memory.
  • You need high-speed access to frequently used data due to Redis's in-memory nature.

When NOT to use redis

  • Your project has limited memory resources since Redis relies on in-memory storage, which could lead to high costs or operational challenges with large datasets.
  • You prioritize persistence over speed; while Redis offers persistence options, its primary design is for real-time access and not robust disk-based backup solutions like traditional SQL databases.
  • Your application workload does not benefit from the fast read/write capabilities and rich data structure support offered by Redis, possibly implying that a less specialized database would suffice.
GitHubDetails

Choose auto-evaluator if…

  • auto-evaluator is primarily Python; redis is C.
  • Tags unique to auto-evaluator: python.
  • Also covers LLM Frameworks.

When NOT to use auto-evaluator

  • Last GitHub push was 1159 days ago (dormant maintenance, May 10, 2023). Validate activity before betting a new project on auto-evaluator.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
  • Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
GitHubDetails

Explore

redis trust report →auto-evaluator trust report →Vector Databases category →Data & Retrieval category →LLM Frameworks category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: redis 75k · auto-evaluator 1.1k (synced Jul 11, 2026).

Common questions

What is the difference between redis and auto-evaluator?
redis: Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.. auto-evaluator: Evaluation tool for LLM QA chains. See the comparison table for live GitHub stats and shared categories.
When should I choose redis over auto-evaluator?
Choose redis over auto-evaluator when redis is primarily C; auto-evaluator is Python; Tags unique to redis: cache, json, nosql, in-memory; You need high-speed access to frequently used data due to Redis's in-memory nature.
When should I choose auto-evaluator over redis?
Choose auto-evaluator over redis when auto-evaluator is primarily Python; redis is C; Tags unique to auto-evaluator: python; Also covers LLM Frameworks.
When should I avoid redis?
Your project has limited memory resources since Redis relies on in-memory storage, which could lead to high costs or operational challenges with large datasets. You prioritize persistence over speed; while Redis offers persistence options, its primary design is for real-time access and not robust disk-based backup solutions like traditional SQL databases. Your application workload does not benefit from the fast read/write capabilities and rich data structure support offered by Redis, possibly implying that a less specialized database would suffice.
When should I avoid auto-evaluator?
Last GitHub push was 1159 days ago (dormant maintenance, May 10, 2023). Validate activity before betting a new project on auto-evaluator. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
Is redis or auto-evaluator more popular on GitHub?
redis has more GitHub stars (75,394 vs 1,102). Stars measure visibility, not whether either tool fits your constraints.
Are redis and auto-evaluator open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to redis or auto-evaluator?
GraphCanon lists graph-backed alternatives at redis alternatives and auto-evaluator alternatives (redis markdown twin, auto-evaluator 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, redis or auto-evaluator?
redis: Very active. auto-evaluator: Dormant. 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 redis and auto-evaluator?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: redis trust report; auto-evaluator trust report.