Comparison
FlashRank vs cherche
Verdict
Pick FlashRank if flashRank enhances search and retrieval efficiency with rapid listwise and pairwise reranking using LLMs and cross-encoders; pick cherche if cherche is a Python library for implementing neural search capabilities.
Markdown twin · FlashRank alternatives · cherche alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | FlashRank | cherche |
|---|---|---|
| Maintenance | Active (10d since push) As of 4w · github_public_v1 | Dormant (782d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- FlashRank
- Lite & Super-fast re-ranking for search & retrieval pipelines
- cherche
- Neural Search
Stars
- FlashRank
- 995
- cherche
- 332
Forks
- FlashRank
- 70
- cherche
- 14
Open issues
- FlashRank
- 10
- cherche
- 4
Language
- FlashRank
- Python
- cherche
- Python
Adopt for
- FlashRank
- FlashRank enhances search and retrieval efficiency with rapid listwise and pairwise reranking using LLMs and cross-encoders.
- cherche
- Cherche is a Python library for implementing neural search capabilities.
Persona
- FlashRank
- -
- cherche
- -
Runtime
- FlashRank
- -
- cherche
- -
License
- FlashRank
- Apache-2.0
- cherche
- MIT
Last pushed
- FlashRank
- Jul 11, 2026
- cherche
- Jun 1, 2024
Categories
- FlashRank
- Data & Retrieval
- cherche
- Data & Retrieval, Evaluation & Observability, Vector Databases
Trust and health
Maintenance
- FlashRank
- Active (82%)
- cherche
- Dormant (18%)
Days since push
- FlashRank
- 10d
- cherche
- 782d
Open issues (now)
- FlashRank
- 10
- cherche
- 4
Full report
- FlashRank
- Trust report
- cherche
- Trust report
Shared compatibility
- Python · FlashRank: Python runtime · cherche: Python runtime
Choose FlashRank if…
- License: FlashRank is Apache-2.0, cherche is MIT.
- Tags unique to FlashRank: cross-encoder, full-text-search, hybrid-search, lexical-search.
- Need fast re-ranking solutions for hybrid or semantic searches
When NOT to use FlashRank
- Prioritize lightweight tools over comprehensive feature sets in simpler search applications
- Seeking traditional relevance feedback mechanisms over modern reranking methods
Choose cherche if…
- License: cherche is MIT, FlashRank is Apache-2.0.
- Tags unique to cherche: bm25, flashtext, information-retrieval, machine-learning.
- Also covers Evaluation & Observability, Vector Databases.
- Cherche is a Python library for implementing neural search capabilities.
When NOT to use cherche
- Last GitHub push was 809 days ago (dormant maintenance, Jun 1, 2024). Validate activity before betting a new project on cherche.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (PrithivirajDamodaran/FlashRank) · observed Jul 22, 2026
- GitHub forks (PrithivirajDamodaran/FlashRank) · observed Jul 22, 2026
- Last push (PrithivirajDamodaran/FlashRank) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (raphaelsty/cherche) · observed Jul 24, 2026
- GitHub forks (raphaelsty/cherche) · observed Jul 24, 2026
- Last push (raphaelsty/cherche) · observed Jun 1, 2024
- License file (MIT) · observed Jul 24, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: FlashRank 995 · cherche 332 (synced Jul 22, 2026).
Common questions
- What is the difference between FlashRank and cherche?
- FlashRank: Lite & Super-fast re-ranking for search & retrieval pipelines. cherche: Neural Search. See the comparison table for live GitHub stats and shared categories.
- When should I choose FlashRank over cherche?
- Choose FlashRank over cherche when License: FlashRank is Apache-2.0, cherche is MIT; Tags unique to FlashRank: cross-encoder, full-text-search, hybrid-search, lexical-search; Need fast re-ranking solutions for hybrid or semantic searches.
- When should I choose cherche over FlashRank?
- Choose cherche over FlashRank when License: cherche is MIT, FlashRank is Apache-2.0; Tags unique to cherche: bm25, flashtext, information-retrieval, machine-learning; Also covers Evaluation & Observability, Vector Databases; Cherche is a Python library for implementing neural search capabilities.
- When should I avoid FlashRank?
- Prioritize lightweight tools over comprehensive feature sets in simpler search applications Seeking traditional relevance feedback mechanisms over modern reranking methods
- When should I avoid cherche?
- Last GitHub push was 809 days ago (dormant maintenance, Jun 1, 2024). Validate activity before betting a new project on cherche. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is FlashRank or cherche more popular on GitHub?
- FlashRank has more GitHub stars (995 vs 332). Stars measure visibility, not whether either tool fits your constraints.
- Are FlashRank and cherche open source?
- Yes - both are open-source projects on GitHub (FlashRank: Apache-2.0, cherche: MIT).
- Where can I find alternatives to FlashRank or cherche?
- GraphCanon lists graph-backed alternatives at FlashRank alternatives and cherche alternatives (FlashRank markdown twin, cherche 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, FlashRank or cherche?
- FlashRank: Active. cherche: 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 FlashRank and cherche?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: FlashRank trust report; cherche trust report.