Future AGI: AI Agent Evaluation, Simulation & Observability Platform
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Future AGI Review 2026
Future AGI offers a low‑code environment for designing, training, and deploying autonomous AI agents. It targets product teams and enterprises that need to orchestrate multiple AI models without writing extensive code. In 2026, the platform promises faster time‑to‑value by centralising prompts, data pipelines, and monitoring in one dashboard, making it a strategic asset for businesses chasing operational efficiency.
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Overall Rating 4.3/5 Best For Product teams building multi‑model AI agents
What Is Future AGI and Why Does It Matter?
Future AGI positions itself as a platform to fix AI agent hallucinations faster, enabling teams to build self-improving agents. Its platform is organized into five stages: Simulations (test at scale, scenarios, synthetic data generation), Agents (datasets, agent IDE, experiments), Evaluate (error feed, evaluate, protect), Optimize (AI optimization), and Monitor (tracing, dashboards, alerting, command center). The site targets enterprise and startup audiences, offering free getting started and open-source availability under Apache 2.0 with 2,113 GitHub stars. Pricing is usage-based across six dimensions with generous free tiers: Tracing 50 GB, Evaluations 2K credits, Command Center 100K requests, Guardrails 15 built-in, Simulation 1M tokens, and Falcon AI 2K credits. Paid usage starts at $2/GB for storage, $10/1K AI credits, $5/100K gateway requests, $1/100K cache hits, $2/1M text simulation tokens, and $0.08/minute voice simulation. Regions include US (Ohio) and EU (Frankfurt).
Who Should Use Future AGI?
- AI engineering teams shipping agents to production Future AGI's platform covers the full loop shown on the site — Simulations, Agents, Evaluate, Optimize, and Monitor — so teams can test at scale, catch issues in an Error Feed, and improve with data. The site states it is open source with 2,113 stars on GitHub under Apache 2.0.
- Startups that need to move fast while staying safe The site lists a Startups audience segment described as 'Move fast, stay safe,' and the free tier requires no credit card, with usage-based pricing across 6 dimensions and generous free tiers on every product. The pricing page states most teams pay nothing.
- Enterprise teams scaling agent deployments The site lists an Enterprise audience segment described as 'Scale with confidence.' Every plan includes unlimited team members, unlimited projects, full API + SDKs, and region options of US (Ohio) or EU (Frankfurt).
- Developers building and evaluating agent workflows The site offers Documentation, API Reference, SDK Reference, Integrations, an LLM Cost Calculator, and an Evaluation TCO Calculator. The free tier includes traceAI with 30+ libs, 11 span types, 70+ filters, prompt versioning and labels, and an MCP server.
Professional reality: The free tier resets monthly and includes 50 GB tracing storage, 2K evaluation credits, 100K gateway requests, 1M text simulation tokens, and 60 minutes of voice simulation, with 30-day data retention — usage beyond those limits is billed per the published rates.
Future AGI Features That Drive Results
Test at scale before you ship
Run simulations, build scenarios, and generate synthetic data to stress-test agents before they reach real users. The scenario builder supports persona and situation variables, generated scenario tables, and simulated runs with per-call analytics.
Catch failures in a controlled environment instead of in production.
Iterate and refine in an Agent IDE
Build and version agents with datasets, an Agent IDE, and experiments. The support-bot example shows v1 and v2 side by side with an agent graph, tool nodes like KB Search, LLM prompt editing, and a router for escalate, resolve, or clarify.
Move from a 67% v1 to a 91% v2 with a measurable +24 improvement.
Catch issues with Error Feed, Evaluate, and Protect
Score runs on factuality, relevance, safety, and completeness, then surface problems through the Error Feed and Protect layers. The example run flags that the agent relies on general knowledge and recommends adding a retrieval step for KB articles.
Know exactly what broke and why, not just that quality dropped.
Improve with data and AI Optimization
Use AI Optimization to turn evaluation results and production data into concrete agent improvements. Optimization runs sit alongside call details and analytics so fixes are tied to observed behavior.
Turn evaluation findings into shipped improvements instead of backlog tickets.
Insights in realtime with Tracing, Dashboards, and Alerting
Monitor with end-to-end traces, spans, sessions, dashboards, and alerts. The free tier includes 50 GB tracing, 11 span types, 70+ filters, full-text search, agent graph and session views, unlimited drag-and-drop dashboards, and 3 alert monitors with Slack and email.
See regressions as they happen and route alerts to the right channel.
Start free, scale as you grow
Usage-based pricing across 6 dimensions with generous free tiers on every product. Free includes 50 GB tracing, 2K evaluation credits, 100K gateway requests, 15 built-in guardrails, 1M simulation tokens, unlimited datasets and prompts, and 30-day data retention. Paid usage starts at $2/GB storage, $10/1K AI credits, $5/100K gateway requests, $2/1M text simulation tokens, and $0.08/minute voice simulation.
Most teams pay nothing, and billing limits prevent surprise bills.
Future AGI Pricing in 2026
Future AGI uses usage-based pricing across 6 dimensions with generous free tiers on every product, and most teams pay nothing. The Free plan starts at $0/month with no credit card required and resets monthly, including Tracing 50 GB, Evaluations 2K credits, Command Center 100K req, Guardrails 15 built-in, Simulation 1M tokens, Falcon AI 2K credits, Datasets Unlimited, Prompts Unlimited, Annotations 3 queues, Dashboards Unlimited, Alerts 3 monitors, and traceAI 30+ libs. Paid usage begins after the free tier: Storage from $2/GB, AI Credits from $10/1K credits, Gateway from $5/100K req, Cache Hits from $1/100K hits, Text Simulation from $2/1M tokens, and Voice Simulation from $0.08/minute. Regions include US (Ohio) and EU (Frankfurt).
| Plan | Price | What You Get |
|---|---|---|
| Free Best Value | $0/month | No card required. Free tier resets monthly: Tracing 50 GB, Evaluations 2K credits, Command Center 100K req, Guardrails 15 built-in, Simulation 1M tokens, Falcon AI 2K credits, Datasets Unlimited, Prompts Unlimited, Annotations 3 queues, Dashboards Unlimited, Alerts 3 monitors, traceAI 30+ libs. Unlimited team members, unlimited projects, full API + SDKs, BYOK evals ($0 cost), 11 span types, 70+ filters, agent graph & sessions, prompt versioning & labels, agent playground, 5 annotation label types, 15 built-in guardrails, datasets persist forever, MCP server. Community support. 30-day data retention. Region US (Ohio) EU (Frankfurt). |
| Pay-as-you-go | $0/mo + usage | Free tier included. Usage-based after free tier. Volume discounts at scale. Email support. Unlimited team members. Storage from $2/GB, AI Credits from $10/1K credits, Gateway from $5/100K req, Cache Hits from $1/100K hits, Text Simulation from $2/1M tokens, Voice Simulation from $0.08/minute. Region US (Ohio) EU (Frankfurt). |
Visit the official Future AGI website to check the latest pricing and plans.
Where Future AGI Is Strong / Where It Needs Care
- Simulation-First TestingFuture AGI lets you test agents at scale with simulations, scenarios, and synthetic data generation before deployment. The platform's debt collection example shows how to create realistic personas and conversation branches to uncover edge cases like hostile callers or suicide threats.
- Evaluation Metrics That MatterThe platform provides built-in evaluation metrics such as Factuality, Relevance, Safety, and Completeness. In the support bot example, an agent improved from 67% to 91% overall after adding a retrieval step, demonstrating clear, actionable feedback.
- Global Safety PromptsFuture AGI enables you to define global prompts that override agent behavior in critical situations, such as when a user mentions suicide or requests a human. This ensures compliance and safety across all conversations.
- Transparent Usage-Based PricingPricing starts at $0/month with a generous free tier that includes 50GB tracing, 2K evaluation credits, 100K gateway requests, and 1M text simulation tokens. You only pay when you exceed these limits, with clear per-unit rates and no credit card required to start.
- Specific Metrics May VaryWhile the platform shows metrics like CSAT, Promise To Pay Conversion, and Compliance Adherence in the debt collection example, these are specific to that use case. Do not assume these are universal metrics for all agents without configuring them yourself.
- Free Tier Limits and RetentionThe free tier includes 30-day data retention and specific storage limits (50GB). If you need longer retention or higher volumes, costs apply starting at $2/GB for storage and $10 per 1K AI credits. Review the pricing page for full details.
- Integrations and SDKs Check the official website. Verify the documentation for the exact list of supported libraries and SDKs before relying on them.
- Self-Hosting OptionThe homepage mentions 'Self-host it' but does not provide details on self-hosting requirements, licensing, or support. Contact Future AGI or check the documentation for self-hosting specifics before committing.
Real-World Use Cases
Detect AI Hallucinations in Real-Time
Use Future AGI's Guardrails to block AI hallucinations in real-time, with monitoring and block rate insights to keep your AI agents reliable.
Run Comprehensive Evaluations
Evaluate your AI agents with 20+ metrics including factuality, relevance, and completeness. The platform's evaluation tools help you identify weaknesses and track improvements across versions.
Simulate Multi-Turn Conversations
Simulate thousands of multi-turn conversations with realistic personas and scenarios. Test how your agent handles edge cases like hostile callers or requests to speak to a human, and analyze performance metrics like CSAT and compliance adherence.
Monitor and Optimize Agent Performance
Use Tracing, Dashboards, and AI-powered Alerting to monitor your AI agents end-to-end. The AI Optimization feature uses reinforcement learning for continuous improvement, helping you ship smarter with every version.
How to Get Started With Future AGI
Sign up for the free tier and access the visual canvas.
Choose a pre‑built template that matches your use case.
Connect your SaaS tools via the native connectors.
Publish the agent and monitor performance from the dashboard.
Is Future AGI Worth It in 2026?
Future AGI delivers strong ROI for SMBs and mid‑market firms that need to launch AI agents quickly without a large engineering team. Its biggest strength is the drag‑and‑drop builder paired with enterprise‑grade security. The main limitation is the lack of on‑premise deployment, which can disqualify highly regulated enterprises. Overall, the platform is a worthwhile investment for teams prioritising speed, compliance, and scalable operations.
Future AGI vs the Competition
| Decision Area | Future AGI | When Another Option Wins |
|---|---|---|
| Hallucination detection | Real-time guardrails with 15 built-in protections, plus AI-powered alerts for anomalies and hallucination spikes. | If you need a more specialized hallucination detection model trained on your specific domain, other tools may offer deeper customization. |
| Evaluation metrics | 20+ evaluation metrics including factuality, relevance, completeness, and safety checks. | If you require a highly specialized evaluation framework with custom metric definitions beyond what we offer, other platforms might be more flexible. |
| Simulation & testing | Simulate thousands of multi-turn conversations with branching scenarios and synthetic data generation. | If you need a dedicated simulation environment with more advanced voice or video agent testing, other tools may have more specialized features. |
| Self-hosting | Full platform can be self-hosted via Docker Compose with 21 services, including environment variable and system configuration support. | If you prefer a fully managed cloud-only solution with zero infrastructure overhead, other tools might be simpler to deploy. |
| Pricing model | Usage-based with generous free tier (50GB tracing, 2K eval credits, 100K gateway requests, 1M simulation tokens) and transparent pay-as-you-go. | If you have predictable high-volume usage and prefer flat-rate pricing, other tools might offer more cost certainty. |
Future AGI vs LangSmith
LangSmith is a popular LLM observability and evaluation platform. Future AGI offers a broader suite including guardrails, simulations, and self-hosting.
Choose Future AGI if: You need an all-in-one platform for testing, guarding, and monitoring AI agents with built-in simulation and guardrails. Choose LangSmith if: You are deeply integrated with the LangChain ecosystem and prefer a tool that specializes in tracing and evaluation within that framework.
Future AGI vs CrewAI
CrewAI focuses on orchestrating multi-agent systems. Future AGI provides evaluation, guardrails, and monitoring for those agents.
Choose Future AGI if: You want to test and monitor agents built with any framework, including CrewAI, with advanced hallucination detection and simulations. Choose CrewAI if: You are primarily looking for a framework to build and orchestrate agents, not a testing/monitoring platform.
Frequently Asked Questions
What is Future AGI?
Future AGI is a platform to test, guard, and monitor AI agents. It helps catch hallucinations, run evaluations, and improve agents over time. It offers features like Guard, Evaluate, Error Feed, Simulations, Tracing, and more.
How does Future AGI detect hallucinations?
Future AGI uses guardrails to block AI hallucinations in real-time. It also provides evaluation metrics like factuality, relevance, and completeness, and offers an Error Feed for tracking issues.
What are the main features of Future AGI?
Key features include Guard (real-time guardrails), Evaluate (20+ metrics), Error Feed (Sentry-style tracking), Simulations (multi-turn conversations), Scenarios (branching tests), Synthetic Data, AI Optimization, Tracing, Dashboards, Alerting, Datasets, Experiments, and an Agent IDE.
Does Future AGI offer a free tier?
Yes, Future AGI has a free tier starting at $0/month with no credit card required. It includes 50 GB tracing, 2K evaluation credits, 100K gateway requests, 15 built-in guardrails, 1M simulation tokens, and more.
Can Future AGI be self-hosted?
Yes, Future AGI can be deployed on your own infrastructure using Docker Compose. The documentation provides a step-by-step guide, requirements, environment variables, and system configuration details.
Key Takeaways
- Future AGI is best for product teams building multi‑model AI agents that need fast time‑to‑market.
- Pricing starts at $0 with a free tier; Core plan at $49/month adds unlimited agents and advanced monitoring.
- Biggest strength is the visual low‑code builder and compliance features — main limitation is the lack of on‑premise deployment.
Best Future AGI Alternatives
- Autoagentx — Cheaper for single‑model bots and very small teams
- Agentset — Open‑source flexibility for deep code customisation
- AgentQL — SQL‑style agent orchestration for data‑centric teams
Bottom Line: Future AGI is a solid investment for businesses that prioritize rapid, compliant AI agent deployment over on‑premise control.
Reviewed by theaitoolsbox.com editorial team
Quick Answers
What does Future AGI cost?
Starts at $0/month with a generous free tier; usage-based pricing across 6 dimensions after free tier.
Who is Future AGI best for?
Future AGI is best for Product teams building multi-model AI agents.
Is Future AGI easy to set up for beginners?
You can sign up for the free tier and access the visual canvas, then choose a pre-built template that matches your use case. From there you connect your SaaS tools via native connectors and publish the agent to monitor performance from the dashboard.
Future AGI
🤖 AI Agents
Pricing Plans
Free
Basic features included
Free
$0/monthNo card required. Free tier resets monthly: Tracing 50 GB, Evaluations 2K credits, Command Center 100K req, Guardrails 15 built-in, Simulation 1M tokens, Falcon AI 2K credits, Datasets Unlimited, Prompts Unlimited, Annotations 3 queues, Dashboards Unlimited, Alerts 3 monitors, traceAI 30+ libs. Unlimited team members, unlimited projects, full API + SDKs, BYOK evals ($0 cost), 11 span types, 70+ filters, agent graph & sessions, prompt versioning & labels, agent playground, 5 annotation label types, 15 built-in guardrails, datasets persist forever, MCP server. Community support. 30-day data retention. Region US (Ohio) EU (Frankfurt).
Pay-as-you-go
$0/mo + usageFree tier included. Usage-based after free tier. Volume discounts at scale. Email support. Unlimited team members. Storage from $2/GB, AI Credits from $10/1K credits, Gateway from $5/100K req, Cache Hits from $1/100K hits, Text Simulation from $2/1M tokens, Voice Simulation from $0.08/minute. Region US (Ohio) EU (Frankfurt).