OrderTrace Eval
Trace-first evaluation for reliable AI agents
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OrderTrace Eval is a lightweight offline lab for evaluating agent behavior beyond the final answer. It checks task success, tool choice, arguments, grounding, output format, and constraints from replayable traces, with explainable PASS/FAIL results. Built and release-hardened with GPT-6 Astra.
PH · launched Sep 18, 2026 · 1 upvote (top 69%) · 0 views
Niche: ai agent evaluation platforms · 183 launches, 9 in the last 7 days ▼ -44% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Design Tools
- Artificial Intelligence
- GitHub
- OpenAI Day
Visit website ↗ Source listing ↗
More like this: all 183 launches in ai agent evaluation platforms →
Could you build this?
Yes It is an evaluation harness for LLM agent traces that checks structured logs against predefined assertions and heuristics.
Competitors
Other products that read as similar to this one : 194 launches clear the similarity bar, closest 8 shown.
Attention rank: #135 of 195 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 316 days after the earliest competitor.
- AgentX · ph · 2026-06-22 · 523 upvotes · similarity 0.42
- AI-Evals.io · hn · 2026-02-15 · 5 upvotes · similarity 0.42
- Agnost AI · ph · 2026-08-25 · 289 upvotes · similarity 0.41
- Instance: Automated evaluation for robot policies, starting with the success detector · yc · 2026-07-13 · 36 upvotes · similarity 0.40
- genpark-agent-trajectory-pass-fail-evaluator-skill · github · 2026-09-29 · 7 upvotes · similarity 0.40
- Prefactor · ph · 2026-07-28 · 583 upvotes · similarity 0.39
- deeptrace-research-agent · github · 2026-09-26 · 13 upvotes · similarity 0.38
- Agentic Web Check · ph · 2026-10-06 · 1 upvotes · similarity 0.38
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.