Cheaper Inference vs. Concentrate AI Comparison


Cheaper Inference Keak	Concentrate AI	+	+
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About Cheaper Inference is an OpenAI-compatible API gateway that provides access to AI models from multiple providers through a single API key, without requiring users to change their request format. Developers can switch by replacing the provider base URL and API key while keeping the same model, messages, tools, streaming settings, and response handling. It supports text and image models, vision-capable chat requests, streaming, prompt caching, reasoning controls, and temporary image uploads for larger vision payloads. Models are selected per request, and the catalog can be filtered by type, vision, reasoning, streaming, or provider. Automatic retries handle network and provider failures, while eligible fallback routes can be tried before a request fails. Every request is visible in History, giving teams a record of request volume, token usage, and operational activity.	About Concentrate AI is the LLM gateway for fast-growing teams, one API for every major LLM provider, with routing, spend, logs, and controls in one place. It helps teams securely access, use, and manage AI through a single API, so every request can find the smarter, faster, cheaper model for the workflow or task. Teams can access 130+ models, benchmark speed, quality, and cost, and route each workload to the best fit without wiring separate provider APIs into every environment. Support bots, coding agents, internal tools, chat, and batch jobs do not need the same model or the same route, so Concentrate lets teams pick a model slug, limit allowed providers, sort by live latency, use fallbacks, and reroute traffic when a provider slows down, errors, or hits a rate limit. It also gives engineering, finance, security, and leadership a shared view of AI usage with request-level logs, models, provider, duration, token counts, spend, error rates, alerts, and exports.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI teams and developers in need of a tool to access and route requests across multiple AI models and providers through one OpenAI-compatible API	Audience AI engineering teams seeking unified model access, routing, guardrails, observability, and spend management through a single API
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.48 per output Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Keak United States cheaperinference.com	Company Information Concentrate AI Founded: 2025 United States concentrate.ai/
Alternatives Experiential Experiential Labs	Alternatives OpenRouter
LunaRoute	Vercel AI Gateway Vercel
OpenRouter	Helicone
Ramp Router Ramp	OrcaRouter
Oxlo.ai View All	TensorZero View All
Categories AI Gateways Supported AI Inference Supported	Categories AI Gateways Supported LLM Routers Supported

Integrations Claude Haiku 5.5 Supported Claude Opus 4.5 Supported Claude Sonnet 4.6 Supported Claude Sonnet 5 Supported GLM-4.5-Air Supported GLM-4.6 Supported GLM-4.7 Supported GLM-5.1 Supported GPT-5.3-Codex Supported GPT-5.4 Supported GPT-5.5 Pro Supported GPT-5.6 Luna Supported Gemini 4 Argon Supported Java Not Supported Kimi K3.1 Pro Supported Muse Spark 1.2 Supported Muse Spark 1.3 Supported OpenAI Agents SDK Not Supported Qwen3.6-35B-A3B Supported Rust Not Supported Show More Integrations View All 67 Integrations	Integrations Claude Haiku 5.5 Not Supported Claude Opus 4.5 Not Supported Claude Sonnet 4.6 Not Supported Claude Sonnet 5 Not Supported GLM-4.5-Air Not Supported GLM-4.6 Not Supported GLM-4.7 Not Supported GLM-5.1 Not Supported GPT-5.3-Codex Not Supported GPT-5.4 Not Supported GPT-5.5 Pro Not Supported GPT-5.6 Luna Not Supported Gemini 4 Argon Not Supported Java Supported Kimi K3.1 Pro Not Supported Muse Spark 1.2 Not Supported Muse Spark 1.3 Not Supported OpenAI Agents SDK Supported Qwen3.6-35B-A3B Not Supported Rust Supported Show More Integrations View All 13 Integrations
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