Compare / Providers / Algolia vs Elastic

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Algolia vs Elastic: search APIs, two different strengths

Algolia leads on the Kin Score (81.3 to 77.6) and has more than twice Elastic's agent readiness. Elastic leads on governance by a wide margin.

Algolia

81.3/100
exemplar
Agent readiness 62.9 · agent-ready
16 APIs · 16 artifact types
Best overall
VS

Elastic

77.6/100
exemplar
Agent readiness 28.6 · agent-ready
50 APIs · 10 artifact types

Both are exemplars. Algolia scores 81.3 and Elastic 77.6. They are close on discoverability (83.3 against 82.1) and contract quality (66.1 against 65.3).

The facets split them clearly. Elastic leads on contract governance, 72.7 against 35.6, one of the highest governance scores on this page, and it publishes Spectral rules that Algolia does not. Algolia leads on agent readiness, 62.9 against 28.6, along with developer ergonomics (78.6 against 51.8), operational transparency (84.2 against 68.4) and access clarity (92.1 against 68.4). Algolia publishes a first-party MCP server, overlays, OAuth scopes and a tool crosswalk.

Elastic ships 50 APIs to Algolia’s 16. Elastic is better at governing a large estate. Algolia is easier for a developer, or an agent, to start using. Neither publishes an entry price the catalog can read.

Facet by facet

The six Kin Score facets, 0 to 100. The facet leader is the one the tool names in facet_leaders. Each facet links to how it is measured.

FacetAlgoliaElasticLeader
Discoverability 83.3 82.1 Algolia
Contract Quality 66.1 65.3 Algolia
Contract Governance 35.6 72.7 Elastic
Operational Transparency 84.2 68.4 Algolia
Developer Ergonomics 78.6 51.8 Algolia
Access Clarity 92.1 68.4 Algolia
Kin Score81.377.6Algolia
Agent readiness62.9 agent-ready28.6 agent-readyAlgolia

Artifact coverage

Every artifact type either provider publishes, from the tool's artifact_matrix. Differences are listed first.

ArtifactAlgoliaElastic
MCP✓—
Overlay✓—
Rules—✓
Scopes✓—
ToolCrosswalk✓—
APIsJSON✓✓
AgenticAccess✓✓
Documentation✓✓
FinOps✓✓
JSONSchema✓✓
OpenAPI✓✓
Plans✓✓
RateLimits✓✓
Security✓✓

What it costs to get in

Each provider's economics as the tool returns them. Grade A is quoted on the provider's own pricing page, B is arithmetic on quotes, C a stated prior. Entry cost is the cheapest published paid tier — a floor on getting in, not the price of the API alone. Grades: A quoted on the provider's page, B arithmetic on quotes, C a stated prior.

AlgoliaElastic
Audiencebusiness-product—
Pricing basisusage-other—
Deliverymanaged—
Entry (per month) not published not published
Marginal cost — —
Take rate — —
Source pricing page read 2026-09-23 —

Cheapest published way in: neither publishes one. Priced 0 of 2.

The full compare_providers response
{"providers":[{"slug":"algolia","name":"Algolia","band":"exemplar","composite":81.3,"trend":"flat","delta":0,"api_count":16,"api_count_basis":"split","artifact_types":["MCP","Security","Plans","RateLimits","FinOps","Scopes","AgenticAccess","Overlay","OpenAPI","JSONSchema","Documentation","MCPServer","ToolCrosswalk","OAuthScopes","APIReference","APIsJSON"],"industries":["data-analytics","e-commerce-platform","marketing-advertising"],"regions":[],"facets":{"discoverability":83.3,"contract_quality":66.1,"contract_governance":35.6,"operational_transparency":84.2,"developer_ergonomics":78.6,"access_clarity":92.1},"facet_gap":{"discoverability":0,"contract_quality":0,"contract_governance":37.1,"operational_transparency":0,"developer_ergonomics":0,"access_clarity":0},"agent_readiness":{"score":62.9,"band":"agent-ready"},"economics":{"audience":"business-product","pricing_basis":"usage-other","delivery":"managed","entry_usd_month":null,"marginal_usd":null,"take_rate":null,"fetched":"2026-09-23","source":"https://www.algolia.com/pricing/"}},{"slug":"elastic","name":"Elastic","band":"exemplar","composite":77.6,"trend":"flat","delta":0,"api_count":50,"api_count_basis":"split","artifact_types":["Security","Rules","Plans","RateLimits","FinOps","AgenticAccess","OpenAPI","Documentation","APIsJSON","JSONSchema"],"industries":["cybersecurity","data-analytics","developer-tools"],"regions":[],"facets":{"discoverability":82.1,"contract_quality":65.3,"contract_governance":72.7,"operational_transparency":68.4,"developer_ergonomics":51.8,"access_clarity":68.4},"facet_gap":{"discoverability":1.2,"contract_quality":0.8,"contract_governance":0,"operational_transparency":15.8,"developer_ergonomics":26.8,"access_clarity":23.7},"agent_readiness":{"score":28.6,"band":"agent-ready"},"economics":null}],"artifact_union":["APIsJSON","AgenticAccess","Documentation","FinOps","JSONSchema","MCP","OpenAPI","Overlay","Plans","RateLimits","Rules","Scopes","Security","ToolCrosswalk"],"artifact_matrix":{"APIsJSON":{"algolia":true,"elastic":true},"AgenticAccess":{"algolia":true,"elastic":true},"Documentation":{"algolia":true,"elastic":true},"FinOps":{"algolia":true,"elastic":true},"JSONSchema":{"algolia":true,"elastic":true},"MCP":{"algolia":true,"elastic":false},"OpenAPI":{"algolia":true,"elastic":true},"Overlay":{"algolia":true,"elastic":false},"Plans":{"algolia":true,"elastic":true},"RateLimits":{"algolia":true,"elastic":true},"Rules":{"algolia":false,"elastic":true},"Scopes":{"algolia":true,"elastic":false},"Security":{"algolia":true,"elastic":true},"ToolCrosswalk":{"algolia":true,"elastic":false}},"facet_leaders":{"discoverability":{"provider":"algolia","score":83.3},"contract_quality":{"provider":"algolia","score":66.1},"contract_governance":{"provider":"elastic","score":72.7},"operational_transparency":{"provider":"algolia","score":84.2},"developer_ergonomics":{"provider":"algolia","score":78.6},"access_clarity":{"provider":"algolia","score":92.1}},"best_overall":"algolia","cheapest_entry":null,"economics_basis":{"stamp_generated":"2026-10-17","priced":0,"of":2,"note":"Entry cost is the cheapest published paid tier — a floor on getting in, not the price of the API alone. Grades: A quoted on the provider's page, B arithmetic on quotes, C a stated prior."},"unknown":[]}

Result read 2026-10-27. Scores move as providers publish; run it yourself for today's numbers.

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