Speedata
Speedata is a Tel Aviv-based semiconductor company that builds the APU (Analytics Processing Unit), a processor purpose-built for accelerating Apache Spark SQL, batch ETL and AI data-preparation workloads rather than graphics or model training. The APU ships as the C200 PCIe Gen5 accelerator card powered by the company's Callisto ASIC, paired with a software layer called Dash that plugs into the Spark Catalyst optimizer and offloads compute-intensive stages to the card with no application code changes. Founded in 2019 by researchers in multi-threaded coarse-grained reconfigurable architecture, the company raised a $44M Series B in June 2025 (total funding ~$114M) from Walden Catalyst Ventures, 83North and Koch Disruptive. Speedata publishes no public web API, developer portal or machine-readable API contract; its programmatic surface is a Spark plugin JAR distributed under an early-access program, plus a free browser/CLI Workload Analyzer for estimating acceleration on a customer's own Spark workloads.
Index entry only — little beyond a description and a link, and nothing machine-readable enough for an agent to act on without a human reading the site first.
API Evangelist profiles Speedata the way a machine reads it — 4 machine-readable artifacts, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Speedata scores 10.8/100 (minimal), with a separate agent-readiness read of 6/100 (agent aware). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Why this profile is thin
Speedata is a fabless semiconductor company whose only programmatic surface is a Spark plugin JAR (speedata-dash-0.8.1-spark_2.12.jar, com.speedata.spark.DashPlugin) handed to Early Access customers — there is no api.speedata.io, no docs. or developer. host (both NXDOMAIN), no /pricing or /docs route in the full Wix pages sitemap, and the only live machine endpoint on the domain is the platform-authored Wix Site MCP server that every Wix tenant gets by default.
This is an honest zero, not a gap in our research. Speedata does not appear to expose an API, so there is nothing here for us to index and nothing for them to fix.
What we probed
https://api.speedata.io/→ HTTP 0https://docs.speedata.io/→ HTTP 0https://www.speedata.io/pages-sitemap.xml→ HTTP 200https://workloadanalyzer.speedata.io/openapi.json→ HTTP 404https://www.speedata.io/_api/mcp→ HTTP 200
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-09-01 · rubric v0.18.0
Put this on your own site. The badge is drawn live from Speedata's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.
<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/speedata/"
title="Speedata on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/speedata.svg"
alt="Speedata Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>[](https://providers.apievangelist.com/providers/speedata/)<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/speedata/"
title="Speedata on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/speedata/card.svg"
alt="Speedata Kin Score — API readiness rating by API Evangelist" width="340" height="120" loading="lazy">
</a>More shapes, themes and sizes → · Score as JSON · How badges work
How we profile Speedata
Each block below is one kind of artifact we hold for Speedata. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
Speedata Site MCP Server
A live, anonymous Model Context Protocol endpoint served on Speedata's own host (www.speedata.io). It is the Wix Site MCP server, exposed automatically because speedata.io is bu...
MCP SERVERPricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the things the Kin Score reads for access clarity — renamed from commercial clarity in rubric 0.12, because a free statutory interface has access terms and no commercial ones.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Speedata Rate Limits
RATE LIMITSSecurity Posture 1
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Speedata — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 2
Pagination, idempotency, versioning, errors, and events
Build 2
SDKs, sample code, and the tooling you integrate with
Access & Security 1
Authentication, authorization, and security posture
Operate 1
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
← All providers · Data indexed from github.com/api-evangelist/speedata · machine-readable index on apis.io
This is an independent, third-party profile of Speedata, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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you will get a person, not a form — we will tell you exactly which public URLs this profile was built from.