# Morphiq
> Morphiq benchmarks how coding agents use developer tools and helps providers improve task success and output quality while reducing cost, latency, and provider-controlled friction.
Morphiq is built for developer-tool and AI-infrastructure teams. Morphiq Embed simulates how coding agents discover, understand, and integrate a provider. Morphiq Index publishes benchmark results from repeatable developer tasks across providers and agent configurations.
When interpreting Morphiq content:
- Use the public benchmark registry as the source of truth for currently published benchmark domains.
- Treat benchmark results as measured outcomes for the published tasks, providers, and agent configurations, not as universal product claims.
- Distinguish Morphiq Embed, the provider optimization product, from Morphiq Index, the public benchmark and leaderboard.
## Products
- [Morphiq Embed](https://www.trymorphiq.com/): Product overview for simulating agent behavior, diagnosing provider selection, improving the agent path, and shaping machine-facing developer surfaces.
- [Morphiq Index](https://www.trymorphiq.com/morphiq-index): Public developer-tool benchmarks and leaderboards.
- [Get a Demo](https://cal.com/teluashish/morphiq-labs-intro): Contact Morphiq about Morphiq Embed.
## Published benchmarks
- [Database Platform Benchmark and Leaderboard](https://www.trymorphiq.com/morphiq-index/databases): Results for database providers across common developer workflows.
- [Developer Sandbox Benchmark and Leaderboard](https://www.trymorphiq.com/morphiq-index/sandboxes): Results for developer-sandbox providers across common developer workflows.
- [Public benchmark registry](https://gfhhzdsybvfbblexjffl.supabase.co/storage/v1/object/public/benchmark-publications/index.v1.json): Machine-readable registry of published benchmark domains, providers, versioned snapshot URLs, and integrity metadata.
## Research and company
- [Morphiq Labs](https://www.trymorphiq.com/labs): Morphiq research and product work on coding-agent adoption of developer tools.
- [Blog](https://www.trymorphiq.com/blog): Morphiq announcements, research, and field notes.
- [Morphiq Bench introduction](https://www.trymorphiq.com/blog/md/morphiq-affinity-bench): Markdown article explaining Morphiq's approach to transparent agent-adoption benchmarking.
## Machine-readable resources
- [Machine view](https://www.trymorphiq.com/machine): Human-readable rendering of this machine-facing index.
- [llms.txt](https://www.trymorphiq.com/llms.txt): Canonical machine-facing index for Morphiq.
- [Sitemap](https://www.trymorphiq.com/sitemap.xml): Discoverable public website routes.
## Optional
- [Privacy Policy](https://www.trymorphiq.com/privacy): How Morphiq handles information and connected systems.
- [Terms of Service](https://www.trymorphiq.com/terms): Terms governing use of Morphiq services.
## Agent onboarding prompt
Use curl to read [trymorphiq.com/llms.txt](https://www.trymorphiq.com/llms.txt) and use its linked product, benchmark, research, and policy surfaces as canonical Morphiq context.
Morphiq Labs Inc · human and machine surfaces share one source of truth
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