Future AGI AI Evaluation SDK vs Opik
Future AGI AI Evaluation SDK
futureagi.com
Opik
comet.comSide by side
| Figure | Future AGI AI Evaluation SDK | Opik |
|---|---|---|
| Price from | $250/mo | $19/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 10 | 4 |
| Spec score · AI Agent Evaluation Tools | 9.3 (#2) | 8.9 (#6) |
| Spec score · Llm Monitoring | 9.1 (#3) | 8.7 (#8) |
| 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. |
| Support | The pricing page lists community support for Free and email support for Pay-as-you-go; Scale includes a Slack channel. | The pricing page lists community and self-service support across plans, email support for Pro and Enterprise, and dedicated support and SLAs for Enterprise. |
| Tracing | Its traceAI instrumentation turns LLM calls, tool use, retrieval, and chain steps into OpenTelemetry spans. | The platform captures and visualizes multi-step agent execution, including LLM calls, tools and retrieval steps. |
Plans
Future AGI AI Evaluation SDK
- FreeFree
- FreeFree
- Pay-as-you-goFree
- Pay-as-you-goFree
- Boost$250 a month
- Boost$250 a month
- Scale$750 a month
- Scale$750 a month
- Enterprise$2,000 a month
- Enterprise$2,000 a month
In their own words
Future AGI AI Evaluation SDK
Future AGI AI Evaluation SDK is an open-source platform for evaluating, simulating, optimizing, monitoring, and protecting AI agents. Its evaluation options include heuristic, code, LLM-as-judge, and agentic methods, with templates and CI/CD support. traceAI instrumentation converts LLM calls, tool use, retrieval, and chain steps into OpenTelemetry spans. Simulation supports text and voice tests using personas and scenarios; the Free plan includes 1M text simulation tokens and 60 voice minutes per month. The integrations page lists 79 integrations and SDK packages for Python, TypeScript, and Java, including OpenAI, Anthropic, Google GenAI, Vertex AI, AWS Bedrock, and Azure OpenAI. The Apache 2.0 platform offers Docker and SDK self-hosting options. Future AGI says Docker Compose self-hosting keeps traces, datasets, evaluations, and model calls within the customer's network. The platform is presented for startups and enterprise teams building and operating AI agents, with API, web, self-hosted, Linux, macOS, and Windows options. Free usage pauses at its cap; pay-as-you-go usage continues and may incur overage charges.
Opik
Opik helps teams building applications or agents that call an LLM log actions and evaluate behavior across development, testing, and production. It captures and visualizes traces, supports annotation, and provides audit logs. Its evaluation tools include more than 30 metrics for outcomes such as answer relevance, context precision, task completion, and hallucination. In production, Opik can evaluate traces in real time, alert when criteria fail, and track token use and model costs. Test Suites offer pass/fail assertions, an Agent Playground supports end-to-end tests, and a Prompt Optimizer provides six algorithms. Core observability and evaluation features are available as open-source code for local use. Opik includes a REST API and Python client, with Python and TypeScript SDKs listed, and integrations with more than 40 frameworks, model providers, and gateways. Free Cloud allows up to 10 team members, 25,000 spans per month, and 60-day retention. Pro Cloud costs $19 a month and lists up to 50 team members and 100,000 spans monthly.