compare_providers
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
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.
| Facet | Algolia | Elastic | Leader |
|---|---|---|---|
| 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 Score | 81.3 | 77.6 | Algolia |
| Agent readiness | 62.9 agent-ready | 28.6 agent-ready | Algolia |
Artifact coverage
Every artifact type either provider publishes, from the tool's artifact_matrix. Differences are listed first.
| Artifact | Algolia | Elastic |
|---|---|---|
| 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.
| Algolia | Elastic | |
|---|---|---|
| Audience | business-product | — |
| Pricing basis | usage-other | — |
| Delivery | managed | — |
| 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.
Run this comparison yourself
Everything above came from one call to compare_providers. Swap in any two of the catalog's providers (three or more works too) and you get the same answer for your own shortlist. It is an Understanding tool, included in the Understanding and Influence plans, or pay per call.
https://apis.io/mcp:
{"name": "compare_providers", "arguments": {"providers": ["algolia","elastic"]}}
Over the REST API:
curl "https://apis.io/api/v1/compare?providers=algolia,elastic" \
-H "X-API-Key: $APIS_IO_KEY"
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