Future AGI AI Evaluation SDK
8.2#3 in llm monitoringFrom $250 a monthFree planWebAPILinuxmacOS
VisitFuture AGI AI Evaluation SDK vs Opik
What both publish
| Fact | Future AGI AI Evaluation SDK | Opik |
|---|---|---|
| Audience | The site presents the product for startups and enterprise teams building and operating AI agents. | The pricing page describes Opik as a platform for teams building applications or agents that make calls to an LLM, and says its free plans suit development and testing. |
| Evaluation | Its evaluation product includes heuristic, code, LLM-as-judge, and agentic evaluations, with templates and CI/CD support. | Opik supports datasets, experiments, assertions and LLM-as-a-judge metrics for issues such as hallucination, relevance and moderation. |
| Funding | Preqin reports a $1.6 million February 2025 pre-seed round co-led by Powerhouse Ventures and Snow Leopard Ventures. | TechCrunch reported a $50 million Series B in November 2021, bringing Comet's reported total raised to almost $70 million. |
| Headquarters | San Francisco, California, United States; Bengaluru, Karnataka, India | New York City, United States |
| Integrations | Future AGI documents integrations with OpenAI, LangChain, LlamaIndex and more than 30 frameworks. | The integration catalog covers TypeScript, Python, Java, .NET and Ruby ecosystems plus no-code tools and OpenTelemetry. |
| License | The public platform repository identifies the core as Apache License 2.0 and self-hostable. | The repository and full platform are released under the Apache-2.0 license. |
| Open source | The homepage describes the platform as Apache 2.0 licensed and provides Docker, Python SDK, and Node SDK self-hosting options. | The core observability and evaluation feature set is available as open-source code that users can download and run locally. |
| Provider integrations | Featured integrations include OpenAI, Anthropic, Google GenAI, Vertex AI, AWS Bedrock, and Azure OpenAI. | Named model-provider integrations include Anthropic, Amazon Bedrock, Gemini, Cohere, DeepSeek, Fireworks, Groq, Mistral, Ollama, OpenAI and xAI. |
| Purpose | Future AGI describes itself as an open-source platform for simulating, evaluating, optimizing, monitoring, and protecting AI agents. | Opik logs agent actions and provides automated evaluation workflows to find and fix errors across development, testing, and production. |
| Rating on G2 | 4.8 out of 5 from 12 reviews. | No rating; 0 reviews listed for Opik |
| Rating on Gartner Peer Insights | 3.0 out of 5 from 1 rating. | 4.0 out of 5 from 1 review |
| Self-hosting | Future AGI says its Docker Compose self-hosted deployment keeps traces, datasets, evaluations, and model calls within the customer's network. | Self-hosting exposes the full feature set but omits user-management features; local Docker installation is for getting started, while Kubernetes is the production deployment option. |
Future AGI AI Evaluation SDK plans
- FreeFree
- Pay-as-you-goFree
- Boost$250 a month
- Scale$750 a month
- Enterprise$2,000 a month
Opik plans
- Free CloudFree
- Open SourceFree
- Pro Cloud$19 a month
- EnterprisePriced on request
Pick Future AGI AI Evaluation SDK if…
Future AGI suits startup and enterprise teams building or operating AI agents. It may fit teams that need evaluation, tracing, simulation, or self-hosting options.
Pick Opik if…
Opik is for teams building LLM applications or agents that need tracing, evaluation, and production monitoring. Its free plans are described as suitable for development and testing.