AI Tool

IQ Routing Review

IQ Routing is an AI tool that routes requests to the least expensive models while maintaining a specified quality level, integrating with existing chatbots and pipelines to optimize AI workload spend.

shipped Aug 27, 2026chatbotfreemium

chatbotagentsresearch

Why it matters

1Reduces AI agent loop costs by 40-60%.

2Offers a freemium pricing model with a free tier and Team plan at $70/month.

3Provides API access with rate limits ranging from 240 to 6,000+ requests/minute.

4Integrates with leading AI models from OpenAI, Anthropic, and Google.

About IQ Routing

Business Model

Usage-Based (Pay Per Use)

Usage Pricing

$0.04 per request

Platforms

Web, API

Target Audience

Businesses using AI in chatbots and data retrieval applications.

Pricing Plans

Free

$0 / monthly

• Self-serve
• $0 forever. Card on file, no trial, no charge to start.
• One URL for every provider. Bring your own provider keys (BYOK).
• Usage limit 240 requests/min

Team

$70 / monthly

• Everything in Free
• Usage limit 600 requests/min
• Per-team budgets
• Audit log

Enterprise

Custom / annual

• Everything in Team
• On-prem or VPC deployment
• SOC2 evidence pack on request
• ERP integrations (on the roadmap)

Cost Examples

• Planning: $0.25
• Retrieval: $0.06
• Tool call: $0.04
• Synthesis: $0.41
• Verification: $0.01

API Docs

Specs

API Docs

View Documentation →

API Available

Yes, public API

overview

What is IQ Routing?

IQ Routing is a cognitive runtime for AI agents developed by IQ Routing that enables teams shipping AI agent workloads to route each inference call to the cheapest model that holds quality. It integrates with existing chatbots and RAG pipelines to optimize spend on AI workloads, aiming to cut agent loop costs by 40-60%. The tool provides audit-ready infrastructure for AI agent workloads and enforces per-session budget caps.

features

Key Features of IQ Routing

IQ Routing provides a suite of features designed to optimize the performance and cost-efficiency of AI agent deployments. Its core functionality revolves around intelligent model selection and cost management for AI workloads.

Drop-in integration with existing chatbots and RAG pipelines.
Cost-effective routing based on real-time model performance and pricing data.
Caching mechanism to prevent repeated charges for identical requests.
Per-team budget control and transparent billing for AI workloads.
Multi-step agent session tracking for complex AI agent operations.
API availability for programmatic integration and control.
Stateful Responses API for maintaining context across agent steps.
Compatibility with OpenAI and Anthropic models.

use cases

Who Should Use IQ Routing?

IQ Routing is primarily designed for organizations and teams that deploy and manage AI agent workloads, particularly those focused on cost optimization and efficient resource allocation.

Teams shipping AI agent workloads seeking to reduce operational costs by 40-60%.
Fintech companies requiring audit-ready infrastructure and per-session budget caps for AI agents.
Self-serve teams and Enterprise organizations aiming to optimize model selection within applications that restrict model families.
Businesses utilizing AI in chatbots and data retrieval applications to route inference calls to the cheapest quality-preserving models.
Developers looking to simplify AI agent infrastructure and billing processes.

how to use

How to Use IQ Routing

IQ Routing is designed for rapid integration into existing AI agent infrastructure. Users can typically begin optimizing their AI workloads within minutes by configuring the tool as an intermediary layer.

1Sign up for an IQ Routing account at iq-routing.com.
2Integrate IQ Routing as a proxy in front of existing chatbots or RAG pipelines.
3Configure quality thresholds and cost preferences for AI model selection.
4Utilize the API to route inference calls, allowing IQ Routing to dynamically select the most cost-effective model.
5Monitor AI workload costs and agent performance through the platform's transparent billing and session tracking features.
6Leverage the stateful Responses API for complex, multi-step AI agent workflows.

pricing

IQ Routing Pricing & Plans

IQ Routing operates on a freemium and usage-based business model, offering different tiers to accommodate varying scales of AI workload. The pricing structure is designed to provide cost efficiency based on request volume.

Free Plan: $0 per month, includes 240 requests/minute.
Team Plan: $70 per month, includes 600 requests/minute.
Enterprise Plan: Custom pricing, includes 6,000+ requests/minute.
Usage Pricing: $0.04 per request for additional usage beyond plan limits.
Cost Examples: Planning: $0.25; Retrieval: $0.06; Tool call: $0.04; Synthesis: $0.41; Verification: $0.01.

Enjoying this? Get one like it in your inbox each morning.

one email a day · unsubscribe in two clicks · no third-party tracking

Pros

+Significantly reduces AI agent loop costs by 40-60% through intelligent model selection.
+Offers a freemium model, allowing users to start with a free tier of 240 requests/minute.
+Integrates seamlessly with existing chatbots and RAG pipelines (OpenAI, Anthropic, Google).
+Provides granular control over costs with per-team budget controls and transparent billing.
+Features a stateful Responses API crucial for maintaining context in complex multi-step AI agent workflows.
+Simplifies AI agent infrastructure and billing, providing audit-ready capabilities.

Cons

−Specific user reviews and reception are not readily available in public search results.
−Pricing details for the Enterprise tier are custom, requiring direct contact for specific figures.
−The tool's primary focus is cost optimization, which may not be the sole priority for all AI agent deployments.
−Lacks advanced features like semantic caching or broader LLM provider compatibility offered by some competitors.

Similar Tools

IQ Routing vs Competitors

IQ Routing differentiates itself in the AI orchestration landscape by focusing specifically on cost-per-quality optimization for AI agent steps, contrasting with more general-purpose API gateways or broader LLM management tools.

LiteLLM↗

Provides a unified OpenAI-compatible interface to over 100 LLM providers, simplifying integration and allowing for easy switching between models.

While LiteLLM offers load balancing and budget tracking, its routing logic is more focused on broad provider compatibility and basic failover, whereas IQ Routing explicitly optimizes for cost-per-quality.

Bifrost↗

An open-source AI gateway that focuses on cost operations through dual-layer semantic caching, hierarchical virtual-key budget management, and cost-aware routing.

Bifrost provides advanced cost optimization features like semantic caching and granular budget controls in addition to routing, which goes beyond IQ Routing's primary focus on dynamic model selection for cost/quality.

Apache APISIXOn Stork

A high-performance open-source API Gateway that provides dynamic routing, load balancing, and traffic management specifically for LLM workloads, including multi-LLM proxy and token rate limiting.

Apache APISIX is a more general-purpose API gateway that has extended to AI workloads, offering robust infrastructure-level traffic management, whereas IQ Routing is a specialized AI tool focused purely on intelligent model selection for cost and quality.

See every IQ Routing alternative, compared→

Related AI Tools

Other tools in this category, matched by shared tags

Terminalblog.com BAIS Agent Scenario Badgerlytics Tenvar Parallel Agents

Visit IQ Routing↗