Honeycomb is the observability platform built for AI-era software. Fast queries, unified telemetry, and LLM observability. Used by Slack, Intercom, and Dropbox.
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Updated Oct 7, 2026
capability
LLM tracing, evaluation, and model monitoring.
Includes evidence-backed assignments to this category and its descendants. Totals describe indexed coverage, not the complete market.
Honeycomb is the observability platform built for AI-era software. Fast queries, unified telemetry, and LLM observability. Used by Slack, Intercom, and Dropbox.
Updated Oct 7, 2026
Ship quality agents at scale. Braintrust is the AI observability platform for tracing production, running evals, and catching regressions before they reach users.
Updated Oct 1, 2026
LangChain enables every company to own their intelligence. Control, govern, and compound intelligence with an open agent engineering platform. Trusted by 7k+ organizations.
Updated Oct 7, 2026
Cekura helps Conversational AI companies with automated QA. From pre-production simulation and evaluations to production call monitoring, to assisting customers in setting up the CI/CD pipeline, we help in QA across the agent lifecycle. We are working with 75+ customers across healthcare, BFSI, logistics, recruitment, and retail. Some of the largest CCAS players and enterprises use Cekura to ship AI voice and chat agents reliably
Updated Sep 28, 2026
Trace, evaluate, and improve AI agents with one open platform. Use production data to understand behavior, collaborate on fixes, and ship better quality at lower cost and latency.
Updated Oct 1, 2026
Pydantic is the AI engineering stack for teams building with AI. Observe with Logfire, evaluate with Pydantic Evals, build type-safe agents with Pydantic AI, and track LLM costs with AI Gateway.
Updated Oct 1, 2026
Trace every run. Auto-fix silent failures. Simulate before shipping.
Updated Oct 1, 2026
Bluejay is the QA platform for AI agents. Rigorously test your voice agents—before and after deployment. Simulate edge cases, catch regressions, ensure security, and benchmark performance. Stop vibe testing. Quality is engineered.
Updated Oct 1, 2026
Updated Sep 29, 2026
Observability built for agents. Give AI full production context across software and agents, with full-fidelity telemetry and sub-second queries at 80% lower cost.
Updated Oct 7, 2026
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
Updated Oct 1, 2026
Monitor AI agents in production. Detect silent failures, understand user frustration, and approve suggested fixes.
Updated Oct 1, 2026
We have domain experts build real-world, custom evals for product teams — so you can assess capabilities, find edge cases, and prove value to customers.
Updated Oct 1, 2026
Andon Labs develops custom evaluations for AI models
Updated Oct 1, 2026
Be the tool coding agents choose. Get recommended and implemented, then see what users do and keep it working.
Updated Oct 1, 2026
Monitor what runs. Improve what fails. Evaluate what changes. The closed-loop platform for production AI agents.
Updated Oct 1, 2026
Custom conversational audio datasets, expert annotation, and licensed voice actor data for training and evaluating speech and voice AI models.
Updated Oct 18, 2026
Bilanc analyses every pull request with AI to measure engineering productivity, track AI tool ROI, and surface bottlenecks.
Updated Oct 19, 2026
Chordio's PX-bench measures how well frontier coding agents build product experience: design, UX, accessibility, performance, and functional correctness.
Updated Oct 1, 2026
Confident AI is the AI quality platform for enterprise teams to standardize AI evals and observability across the org — one consistent bar for how every team measures and monitors their AI.
Updated Oct 1, 2026
Evals and optimization for production AI agents
Updated Sep 29, 2026
Build Reliable AI with Apache Hamilton & Apache Burr.
Updated Oct 1, 2026
Dynamo AI offers end-to-end AI Performance, Security, and Compliance solutions for delivering Enterprise-grade Generative AI.
Updated Oct 1, 2026
Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.
Updated Oct 7, 2026